Eugene J. Koay, M.D., Ph.D.

Peer-Reviewed Articles

1. Taylor, PA, Mirandola, A, Ciocca, M, Hartzell, S, Magro, G, Alvarez, PE, Peterson, CB, Peeler, CR, Koay, EJ, Howell, RM, Kry, SF. Characterization of LiF TLD-100 in carbon ion beams for remote audits. Medical physics 52(3):1858-1866, 2025. e-Pub 2025. PMID: 39718203.
2. Ahmed, J, Knisely, A, Torrado, C, Stephen, B, Yang, Y, Song, J, Alshawa, A, Zarifa, A, Jhingran, A, Koay, EJ, Morris, VK, Javle, M, Wolff, RA, Meric-Bernstam, F, Pant, S, Rodon Ahnert, J, Naing, A. A phase I/II trial of avelumab combinations with ivuxolimab, utomilumab, and radiation therapy in patients with advanced gastrointestinal malignancies. Oncologist 30(3), 2025. e-Pub 2025. PMID: 40139261.
3. Dawson LA, Winter KA, Knox JJ, Zhu AX, Krishnan S, Guha C, Kachnic LA, Gillin MT, Hong TS, Craig TD, Williams TM, Hosni A, Chen E, Noonan AM, Koay EJ, Sinha R, Lock MI, Ohri N, Dorth JA, Delouya G, Swaminath A, Moughan J, Crane CH. Stereotactic Body Radiotherapy vs Sorafenib Alone in Hepatocellular Carcinoma: The NRG Oncology/RTOG 1112 Phase 3 Randomized Clinical Trial. JAMA Oncol 11(2):136-144, 2025. e-Pub 2025. PMID: 39699905.
4. Seo, YD, Acidi, B, Newton, A, Haddad, A, Chiang, YJ, Coelho, R, Newhook, TE, Tzeng, CD, Chun, YS, Ludmir, EB, Koay, EJ, Javle, M, Vauthey, JN, Tran Cao, HS. Defining the Role of Adjuvant Radiotherapy for Biliary Tract Cancers. Cancers 17(3), 2025. e-Pub 2025. PMID: 39941861.
5. Yousef, M, Hurd, MW, Yousef, A, Ludmir, EB, Balachandran Pillai, A, Peterson, J, Koay, EJ, Albarouki, S, Tzeng, CW, Snyder, RA, Katz, MH, Wang, H, Overman, MJ, Maitra, A, Pant, S, Smaglo, BG, Wolff, RA, Yao, JC, Shen, JY, Zhao, D. Clinical and molecular characteristics of patients with brain metastasis secondary to pancreatic ductal adenocarcinoma. Oncologist 30(1), 2025. e-Pub 2025. PMID: 39014543.
6. Butner, JD, Dogra, P, Chung, C, Koay, EJ, Welsh, J, Hong, DS, Cristini, V, Wang, Z. Hybridizing mechanistic modeling and deep learning for personalized survival prediction after immune checkpoint inhibitor immunotherapy. npj Systems Biology and Applications 10(1), 2024. e-Pub 2024. PMID: 39143136.
7. Sherry, AD, Lin, TA, McCaw, ZR, Beck, EJ, Kouzy, R, Abi Jaoude, J, Passy, AH, Miller, AM, Kupferman, GS, Fuller, C, Thomas, CR, Koay, EJ, Tang, C, Msaouel, P, Ludmir, EB. Improving the clinical meaning of surrogate endpoints. International journal of cancer 155(11):1939-1943, 2024. e-Pub 2024. PMID: 39138841.
8. Dogra, P, Shinglot, V, Ruiz Ramírez, J, Cave, J, Butner, JD, Schiavone, C, Duda, DG, Kaseb, A, Chung, C, Koay, EJ, Cristini, V, Ozpolat, B, Calin, GA, Wang, Z. Translational modeling-based evidence for enhanced efficacy of standard-of-care drugs in combination with anti-microRNA-155 in non-small-cell lung cancer. Molecular cancer 23(1), 2024. e-Pub 2024. PMID: 39095771.
9. Patel, N, Celaya, A, Eltaher, M, Glenn, R, Savannah, KJ, Brock, K, Sanchez, JI, Calderone, T, Cleere, D, Elsaiey, A, Cagley, MC, Gupta, N, Victor, DW, Beretta, L, Koay, EJ, Netherton, T, Fuentes, DA. Training robust T1-weighted magnetic resonance imaging liver segmentation models using ensembles of datasets with different contrast protocols and liver disease etiologies. Scientific reports 14(1), 2024. e-Pub 2024. PMID: 39251664.
10. Corrigan, KL, Andring, L, Das, P, Pfennig, C, Porter, KB, Ludmir, EB, Noticewala, SS, Minsky, B, Smith, GL, Koay, EJ, Koong, A, Arzola, A, Lee, SJ, Nelms, LS, Holliday, EB. Evaluating pre-consult patient education videos for patients with newly-diagnosed anal squamous cell carcinoma. Technical Innovations and Patient Support in Radiation Oncology 32, 2024. e-Pub 2024. PMID: 39403310.
11. Sherry, AD, Lin, TA, McCaw, ZR, Beck, EJ, Kouzy, R, Abi Jaoude, J, Passy, AH, Miller, AM, Kupferman, GS, Fuller, C, Thomas, CR, Koay, EJ, Tang, C, Msaouel, P, Ludmir, EB. Off-Protocol Radiation Therapy in Phase 3 Metastatic Solid Tumor Trials. International Journal of Radiation Oncology Biology Physics 120(5):1239-1244, 2024. e-Pub 2024. PMID: 39352322.
12. Ludmir, EB, Sherry, AD, Fellman, B, Liu, S, Bathala, TK, Haymaker, CL, Medina-Rosales, M, Reuben, A, Holliday, EB, Smith, GL, Noticewala, SS, Nicholas, S, Price, TR, Martin, RM, Perles, LA, Lee, SS, Lee, MS, Smaglo, BG, Huey, RW, Willis, JA, Zhao, D, Cohen, L, Taniguchi, C, Koay, EJ, Katz, MH, Wolff, RA, Das, P, Pant, S, Koong, A, Tang, C. Addition of Metastasis-Directed Therapy to Systemic Therapy for Oligometastatic Pancreatic Ductal Adenocarcinoma (EXTEND). Journal of Clinical Oncology 42(32):3795-3805, 2024. e-Pub 2024. PMID: 39102622.
13. Martin, RM, Jensen, PJ, Perles, LA, Sawakuchi, GO, Das, P, Koay, EJ, Koong, A, Ludmir, EB, Niedzielski, JS, Beddar, S. Daily Diagnostic Quality Computed Tomography-on-Rails (CTOR) Image Guidance for Abdominal Stereotactic Body Radiation Therapy (SBRT). Cancers 16(22), 2024. e-Pub 2024. PMID: 39594725.
14. Tino, R, Roach, MA, Fuentes, GD, Agrawal, A, Zaid, M, Cooper, DJ, Bajaj, N, Lin, R, Xiao, L, Mayo, LL, Wiederhold, LR, Shah, SJ, Tate, MK, Chronowski, G, Reddy, JP, Mezera, M, Mann, JM, Augspurger, ME, Otun, AO, Chambers, MS, Koay, EJ. Development and clinical implementation of a digital workflow utilizing 3D-printed oral stents for patients with head and neck cancer receiving radiotherapy. Oral Oncology 157, 2024. e-Pub 2024. PMID: 39024700.
15. Taherian, M, Katz, MH, Prakash, L, Wei, D, Tong, YT, Lai, Z, Chatterjee, D, Wang, H, Kim, M, Tzeng, CD, Ikoma, N, Wolff, RA, Zhao, D, Koay, EJ, Maitra, A, Wang, H. The Association between Sampling and Survival in Patients with Pancreatic Ductal Adenocarcinoma Who Received Neoadjuvant Therapy and Pancreaticoduodenectomy. Cancers 16(19), 2024. e-Pub 2024.
16. Mohamed, YI, Lee, SS, Demir, T, Chamseddine, SM, Hu, ZI, Xiao, L, Elsayes, KM, Morris, JS, Wolff, RA, Hiatia, R, Qayyum, A, Rashid, A, Duda, DG, Yao, JC, Lapelusa, M, Koay, EJ, Mahvash, A, Al Azzam, A, Ileana Dumbrava, EE, Hassan, MM, Amin, HM, Kaseb, A. Circulating tumor DNA (ctDNA) as a biomarker of response to therapy in advanced Hepatocellular carcinoma treated with Nivolumab. Cancer Biomarkers 41(1):83-91, 2024. e-Pub 2024. PMID: 39269823.
17. Tchelebi LT, Segovia D, Smith K, Shi Q, Fitzgerald TJ, Chuong MD, Zemla TJ, O'Reilly EM, Meyerhardt JA, Koay EJ, Lowenstein J, Shergill A, Katz MHG, Herman JM. Radiation Therapy Quality Assurance Analysis of Alliance A021501: Preoperative mFOLFIRINOX or mFOLFIRINOX plus hypofractionated radiation therapy for borderline resectable adenocarcinoma of the pancreas. Int J Radiat Oncol Biol Phys 120(1):111-119, 2024. e-Pub 2024. PMID: 38492812.
18. Taylor PA, Mirandola A, Ciocca M, Hartzell S, Vai A, Alvarez P, Howell RM, Koay EJ, Peeler CR, Peterson CB, Kry SF. Technical note: Radiological clinical equivalence for phantom materials in carbon ion therapy. Med Phys 51(7):5154-5158, 2024. e-Pub 2024. PMID: 38598230.
19. Li Q, Cristini V, Gupta A, Achour I, Barrett JC, Koay EJ. Clinical Validation of Mathematically Derived Early Tumor Dynamics for Solid Tumors in Response to Durvalumab. JCO Clin Cancer Inform 8:e2300254, 2024. e-Pub 2024. PMID: 38996196.
20. Yu D, Kane MJ, Koay EJ, Wistuba II, Hobbs BP. Machine learning identifies prognostic subtypes of the tumor microenvironment of NSCLC. Sci Rep 14(1):15004, 2024. e-Pub 2024. PMID: 38951567.
21. Bhutani MS, Narang AK, Ding K, Casey B, Krishnan K, Koay EJ, Hong TS, Herman JM, Griffin KH, Shin EJ. EUS-guided hydrogel injection to separate pancreatic head carcinoma from duodenum for enhanced radiotherapy: Multi-site feasibility study. Endosc Int Open 12(7):E861-E867, 2024. e-Pub 2024. PMID: 38989255.
22. Shi C, De B, Tran Cao HS, Liu S, Florez MA, Kouzy R, Grippin AJ, Katz MHG, Tzeng CD, Ikoma N, Kim MP, Lee S, Willis J, Noticewala SS, Minsky BD, Smith GL, Holliday EB, Taniguchi CM, Koong AC, Das P, Ludmir EB, Koay EJ. Escalated-dose radiotherapy for unresected locally advanced pancreatic cancer: Patterns of care and survival in the United States. Cancer Med 13(12):e7434, 2024. e-Pub 2024. PMID: 38923407.
23. Tran Cao HS, Witt RG, Elsayes KM, Baiomy AA, Xiao L, Palmquist S, Lee SS, Mohamed YI, Mahvash A, Tzeng CD, Chun YS, Koay EJ, Rashid A, Hassan MM, Yao JC, Vauthey JN, Kaseb AO. Development of a Novel Comprehensive Hepatocellular Carcinoma Outcome Prognostic Scoring System with Integration of Imaging Features. Oncologist 29(6):e803-e810, 2024. e-Pub 2024. PMID: 38159256.
24. Taylor PA, Hartzell S, Mirandola A, Ciocca M, Magro G, Alvarez P, Peterson CB, Peeler CR, Koay EJ, Howell RM, Kry SF. OSLD nanoDot characterization for carbon radiotherapy dosimetry. Phys Med Biol 69(11), 2024. e-Pub 2024. PMID: 38663410.
25. Rooney MK, Niedzielski JS, Salazar RM, Arzola A, Das P, Koay EJ, Koong A, Ludmir EB, Minsky BD, Noticewala S, Smith GL, Taniguchi C, Holliday EB. Long-Term Patient-Reported Dyspareunia After Definitive Chemoradiation for Anal Cancer: Using the Anterior Vaginal Wall as an Organ-at-Risk to Define an Actionable Dosimetric Goal. Adv Radiat Oncol 9(5):101449, 2024. e-Pub 2024. PMID: 38550361.
26. Sherry, AD, Msaouel, P, Lin, TA, Abi Jaoude, J, Kouzy, R, Beck, EJ, Miller, AM, Passy, AH, Kupferman, GS, Koay, EJ, Fuller, C, Thomas, CR, McCaw, ZR, Ludmir, EB. Postprogression therapy and confounding for the estimated treatment effect on overall survival in phase III oncology trials. BMJ Oncology 3(1), 2024. e-Pub 2024. PMID: 39886131.
27. Chang E, Wong FCL, Chasen BA, Erwin WD, Das P, Holliday EB, Koong AC, Ludmir EB, Minsky BD, Noticewala SS, Smith GL, Taniguchi CM, Rodriguez MJ, Beddar S, Martin-Paulpeter RM, Niedzielski JS, Sawakuchi GO, Schueler E, Perles LA, Xiao L, Szklaruk J, Park PC, Dasari AN, Kaseb AO, Kee BK, Lee SS, Overman MJ, Willis JA, Wolff RA, Tzeng CD, Vauthey JN, Koay EJ. Phase I Trial of SPECT-Guided Liver-Directed Radiotherapy for Patients with Low Functional Liver Volume. JNCI Cancer Spectr 8(3), 2024. e-Pub 2024. PMID: 38730548.
28. Patel N, Eltaher M, Glenn R, Savannah KB, Brock K, Sanchez J, Calderone T, Cleere D, Elsaiey A, Cagley M, Gupta N, Victor D, Beretta L, Celaya A, Koay E, Netherton T, Fuentes D. Training Robust T1-Weighted Magnetic Resonance Imaging Liver Segmentation Models Using Ensembles of Datasets with Different Contrast Protocols and Liver Disease Etiologies. Res Sq, 2024. e-Pub 2024. PMID: 38746406.
29. Dogra P, Shinglot V, Ruiz-Ramírez J, Cave J, Butner JD, Schiavone C, Duda DG, Kaseb AO, Chung C, Koay EJ, Cristini V, Ozpolat B, Calin GA, Wang Z. Translational modeling-based evidence for enhanced efficacy of standard-of-care drugs in combination with anti-microRNA-155 in non-small-cell lung cancer. medRxiv, 2024. e-Pub 2024. PMID: 38559070.
30. Butner JD, Dogra P, Chung C, Koay EJ, Welsh JW, Hong DS, Cristini V, Wang Z. Hybridizing mechanistic mathematical modeling with deep learning methods to predict individual cancer patient survival after immune checkpoint inhibitor therapy. Res Sq, 2024. e-Pub 2024. PMID: 38586046.
31. Cass SH, Tzeng CD, Prakash LR, Maxwell J, Snyder RA, Kim MP, Huey RW, Smaglo BG, Pant S, Koay EJ, Wolff RA, Lee JE, Katz MHG, Ikoma N. Trends Over Time in Recurrence Patterns and Survival Outcomes after Neoadjuvant Therapy and Surgery for Pancreatic Cancer. Ann Surg. e-Pub 2024. PMID: 38506042.
32. Jain A, Gormly KL, Glyn T, Sammour T, Koay EJ, Oar A, Jameson MB, Smyth EC, Vatandoust S. Management of rectal cancer in the era of total neoadjuvant therapy and watch and wait: A multidisciplinary team discussion at the Australasian Gastro-Intestinal Trials Group (AGITG) Annual Scientific Meeting 2022. Asia Pac J Clin Oncol 20(1):71-80, 2024. e-Pub 2023. PMID: 37340953.
33. Gupta AC, Cazoulat G, Al Taie M, Yedururi S, Rigaud B, Castelo A, Wood J, Yu C, O'Connor C, Salem U, Silva JAM, Jones AK, McCulloch M, Odisio BC, Koay EJ, Brock KK. Fully automated deep learning based auto-contouring of liver segments and spleen on contrast-enhanced CT images. Sci Rep 14(1):4678, 2024. e-Pub 2024. PMID: 38409252.
34. Rooney, MK, Pasli, M, Chang, GJ, Das, P, Koay, EJ, Koong, A, Ludmir, EB, Minsky, B, Noticewala, SS, Peacock, O, Smith, GL, Holliday, EB. Patient-Reported Sexual Function, Bladder Function and Quality of Life for Patients with Low Rectal Cancers with or without a Permanent Ostomy. Cancers 16(1), 2024. e-Pub 2024. PMID: 38201580.
35. Treekitkarnmongkol, W, Dai, J, Liu, S, Sankaran, D, Nguyen, T, Balasenthil, S, Hurd, MW, Chen, M, Katayama, H, Roy-Chowdhuri, S, Calin, GA, Brand, RE, Lampe, PD, Hu, T, Maitra, A, Koay, EJ, Killary, AM, Sen, S. Blood-Based microRNA Biomarker Signature of Early-Stage Pancreatic Ductal Adenocarcinoma With Lead-Time Trajectory in Prediagnostic Samples. Gastro Hep Advances 3(8):1098-1115, 2024. e-Pub 2024. PMID: 39529638.
36. Yanagihara TK, Tepper JE, Moon AM, Barry A, Molla M, Seong J, Torres F, Apisarnthanarax S, Buckstein M, Cardenes H, Chang DT, Feng M, Guha C, Hallemeier CL, Hawkins MA, Hoyer M, Iwata H, Jabbour SK, Kachnic L, Kharofa J, Kim TH, Kirichenko A, Koay EJ, Makishima H, Mases J, Meyer JJ, Munoz-Schuffenegger P, Owen D, Park HC, Saez J, Sanford NN, Scorsetti M, Smith GL, Wo JY, Yoon SM, Lawrence TS, Reig M, Dawson LA. Defining Minimum Treatment Parameters of Ablative Radiation Therapy in Patients With Hepatocellular Carcinoma: An Expert Consensus. Pract Radiat Oncol 14(2):134-145, 2024. e-Pub 2024. PMID: 38244026.
37. Nikzad N, Fuentes DT, Roach M, Chowdhury T, Cagley M, Badawy M, Elkhesen A, Hassan M, Elsayes KM, Beretta L, Koay EJ, Jalal PK. Enhancement Pattern Mapping for Early Detection of Hepatocellular Carcinoma in Patients with Cirrhosis. J Hepatocell Carcinoma 11:595-606, 2024. e-Pub 2024. PMID: 38525156.
38. Arzola A, Chang E, Rooney MK, Corrigan K, Das P, Ludmir EB, Koay EJ, Minsky BD, Smith GL, Messick C, Morris VK, Nebgen D, Crane CH, Holliday EB. Daily Vaginal Dilator Use During Radiation for Women with Squamous Cell Carcinoma of the Anus: Vaginal Wall Dosimetry and Patient-Reported Sexual Function. Pract Radiat Oncol 14(2):e105-e116, 2024. e-Pub 2024. PMID: 37898354.
39. Narang AK, Hong TS, Ding K, Herman J, Meyer J, Thompson E, Bhutani MS, Krishnan K, Casey B, Shin EJ, Koay EJ. A Multi-Institutional Safety and Feasibility Study Exploring the Use of Hydrogel to Create Spatial Separation between the Pancreas and Duodenum in Patients with Pancreatic Cancer. Pract Radiat Oncol 14(4):e276-e282, 2024. e-Pub 2024. PMID: 38043645.
40. Taniguchi CM, Frakes JM, Aguilera TA, Palta M, Czito B, Bhutani MS, Colbert LE, Abi Jaoude J, Bernard V, Pant S, Tzeng CD, Kim DW, Malafa M, Costello J, Mathew G, Rebueno N, Koay EJ, Das P, Ludmir EB, Katz MHG, Wolff RA, Beddar S, Sawakuchi GO, Moningi S, Slack Tidwell RS, Yuan Y, Thall PF, Beardsley RA, Holmlund J, Herman JM, Hoffe SE. Stereotactic body radiotherapy with or without selective dismutase mimetic in pancreatic adenocarcinoma: an adaptive, randomised, double-blind, placebo-controlled, phase 1b/2 trial. Lancet Oncol 24(12):1387-1398, 2023. e-Pub 2023. PMID: 38039992.
41. Cazacu IM, Singh BS, Martin-Paulpeter RM, Beddar S, Chun S, Holliday EB, Koong AC, Das P, Koay EJ, Taniguchi C, Herman JM, Bhutani MS. Endoscopic Ultrasound-Guided Fiducial Placement for Stereotactic Body Radiation Therapy in Patients with Pancreatic Cancer. Cancers (Basel) 15(22), 2023. e-Pub 2023. PMID: 38001615.
42. Cazoulat G, Gupta AC, Al Taie MM, Koay EJ, Brock KK. Analysis and prediction of liver volume change maps derived from computational tomography scans acquired pre- and post-radiation therapy. Phys Med Biol 68(20), 2023. e-Pub 2023. PMID: 37714187.
43. Lin YM, Fellman BM, Taiji R, Paolucci I, Silva JAM, Koay EJ, Avritscher R, Mahvash A, Holliday EB, Lee SS, Kaseb AO, Das P, Vauthey JN, Odisio BC. Salvage Locoregional Therapy Following Progression After Radiotherapy for Hepatocellular Carcinoma Is Associated with Improved Outcomes. J Gastrointest Surg 27(9):1867-1875, 2023. e-Pub 2023. PMID: 37268830.
44. De B, Upadhyay R, Liao K, Kumala T, Shi C, Dodoo G, Abi Jaoude J, Corrigan KL, Manzar GS, Marqueen KE, Bernard V, Lee SS, Raghav KPS, Vauthey JN, Tzeng CD, Tran Cao HS, Lee G, Wo JY, Hong TS, Crane CH, Minsky BD, Smith GL, Holliday EB, Taniguchi CM, Koong AC, Das P, Javle M, Ludmir EB, Koay EJ. Definitive Liver Radiotherapy for Intrahepatic Cholangiocarcinoma with Extrahepatic Metastases. Liver Cancer 12(3):198-208, 2023. e-Pub 2023. PMID: 37593365.
45. Chamseddine I, Kim Y, De B, Naqa IE, Duda DG, Wolfgang JA, Pursley J, Wo JY, Hong TS, Paganetti H, Koay EJ, Grassberger C. Predictive Model of Liver Toxicity to Aid the Personalized Selection of Proton Versus Photon Therapy in Hepatocellular Carcinoma. Int J Radiat Oncol Biol Phys 116(5):1234-1243, 2023. e-Pub 2023. PMID: 36739920.
46. Ngo-Huang AT, Parker NH, Xiao L, Schadler KL, Petzel MQB, Prakash LR, Kim MP, Tzeng CD, Lee JE, Ikoma N, Wolff RA, Javle MM, Koay EJ, Pant SD, Folloder JP, Wang X, Cotto AM, Ju YR, Garg N, Wang H, Bruera ED, Basen-Engquist KM, Katz MHG. Effects of a Pragmatic Home-based Exercise Program Concurrent with Neoadjuvant Therapy on Physical Function of Patients with Pancreatic Cancer: The Pancfit Randomized Clinical Trial. Ann Surg 278(1):22-30, 2023. e-Pub 2023. PMID: 37026453.
47. Liang TZ, Katz MHG, Prakash LR, Chatterjee D, Wang H, Kim M, Tzeng CD, Ikoma N, Wolff RA, Zhao D, Koay EJ, Maitra A, Kundu S, Wang H. Comparative Analyses of the Clinicopathologic Features of Short-Term and Long-Term Survivors of Patients with Pancreatic Ductal Adenocarcinoma Who Received Neoadjuvant Therapy and Pancreatoduodenectomy. Cancers (Basel) 15(12), 2023. e-Pub 2023. PMID: 37370842.
48. Rooney MK, De B, Corrigan K, Smith GL, Taniguchi C, Minsky BD, Ludmir EB, Koay EJ, Das P, Koong AC, Peacock O, Chang G, You YN, Morris VK, Nogueras-González G, Holliday EB. Patient-reported Bowel Function and Bowel-related Quality of Life After Pelvic Radiation for Rectal Adenocarcinoma: The Impact of Radiation Fractionation and Surgical Resection. Clin Colorectal Cancer 22(2):211-221, 2023. e-Pub 2023. PMID: 36878805.
49. Tong YT, Lai Z, Katz MHG, Prakash LR, Wang H, Chatterjee D, Kim M, Tzeng CD, Lee JE, Ikoma N, Rashid A, Wolff RA, Zhao D, Koay EJ, Maitra A, Wang H. Prognosticators for Patients with Pancreatic Ductal Adenocarcinoma Who Received Neoadjuvant FOLFIRINOX or Gemcitabine/Nab-Paclitaxel Therapy and Pancreatectomy. Cancers (Basel) 15(9), 2023. e-Pub 2023. PMID: 37174073.
50. Sohn AJ, Taherian M, Katz MHG, Prakash LR, Chatterjee D, Wang H, Kim M, Tzeng CD, Lee JE, Ikoma N, Rashid A, Wolff RA, Zhao D, Koay EJ, Sun R, Maitra A, Wang H. Integrated Pathologic Score Effectively Stratifies Patients with Pancreatic Ductal Adenocarcinoma Who Received Neoadjuvant Therapy and Pancreaticoduodenectomy. Am J Surg Pathol 47(4):421-430, 2023. e-Pub 2023. PMID: 36746143.
51. Dodoo GN, De B, Lee SS, Abi Jaoude J, Vauthey JN, Tzeng CD, Tran Cao HS, Katlowitz KA, Mandel JJ, Beckham TH, Minsky BD, Smith GL, Holliday EB, Koong AC, Das P, Taniguchi CM, Javle M, Koay EJ, Ludmir EB. Brain Metastases from Biliary Tract Cancer: Case Series and Clinicogenomic Analysis. Oncologist 28(4):327-332, 2023. e-Pub 2023. PMID: 36715178.
52. Newhook TE, Vreeland TJ, Griffin JF, Tidwell RSS, Prakash LR, Koay EJ, Ludmir EB, Smaglo BG, Pant S, Overman M, Wolff RA, Ikoma N, Maxwell J, Kim MP, Lee JE, Katz MHG, Tzeng CD. Prognosis Associated with CA19-9 Response Dynamics and Normalization During Neoadjuvant Therapy in Resected Pancreatic Adenocarcinoma. Ann Surg 277(3):484-490, 2023. e-Pub 2023. PMID: 36649067.
53. Hernandez S, Das P, Holliday EB, Shen L, Lu W, Johnson B, Messick CA, Taniguchi CM, Skibber J, Ludmir EB, You YN, Smith GL, Bednarski B, Kostousov L, Koay EJ, Minsky BD, Tillman M, Portier S, Eng C, Koong AC, Chang GJ, Foo WC, Wang J, Soto LS, Morris VK. Differential Spatial Gene and Protein Expression Associated with Recurrence Following Chemoradiation for Localized Anal Squamous Cell Cancer. Cancers (Basel) 15(6), 2023. e-Pub 2023. PMID: 36980587.
54. Rhee DJ, Beddar S, Jaoude JA, Sawakuchi G, Martin R, Perles L, Yu C, He Y, Court LE, Ludmir EB, Koong AC, Das P, Koay EJ, Taniguichi C, Niedzielski JS. Dose Escalation for Pancreas SBRT: Potential and Limitations of using Daily Online Adaptive Radiation Therapy and an Iterative Isotoxicity Automated Planning Approach. Adv Radiat Oncol 8(4):101164, 2023. e-Pub 2023. PMID: 36798731.
55. Patel M, Dayan I, Fishman EK, Flores M, Gilbert FJ, Guindy M, Koay EJ, Rosenthal M, Roth HR, Linguraru MG. Accelerating artificial intelligence: How federated learning can protect privacy, facilitate collaboration, and improve outcomes. Health Informatics J 29(4):14604582231207744, 2023. e-Pub 2023. PMID: 37864543.
56. Kang Y, Deng J, Ling J, Li X, Chiang YJ, Koay EJ, Wang H, Burks JK, Chiao PJ, Hurd MW, Bhutani MS, Lee JH, Weston BR, Maitra A, Ikoma N, Tzeng CD, Lee JE, DePinho RA, Wolff RA, Pant S, McAllister F, Katz MH, Fleming JB, Kim MP. 3D imaging analysis on an organoid-based platform guides personalized treatment in pancreatic ductal adenocarcinoma. J Clin Invest 132(24), 2022. e-Pub 2022. PMID: 36282600.
57. Koay EJ, Zaid M, Aliru M, Bagereka P, Van Wieren A, Rodriguez MJ, Jacobson G, Wolff RA, Overman M, Varadhachary G, Pant S, Wang H, Tzeng CW, Ikoma N, Kim M, Lee JE, Katz MH, Tamm E, Bhosale P, Taniguchi CM, Holliday EB, Smith GL, Ludmir EB, Minsky BD, Crane CH, Koong AC, Das P, Wang X, Javle M, Krishnan S. Nab-Paclitaxel, Capecitabine, and Radiation Therapy Following Induction Chemotherapy in Treating Patients with Locally Advanced and Borderline Resectable Pancreatic Cancer: Phase I Trial and Imaging-based Biomarker Validation. Int J Radiat Oncol Biol Phys 114(3):444-453, 2022. e-Pub 2022. PMID: 35863672.
58. Scherer, JA, Gebhard, R, Firkins, SA, Shah, ZK, Urbina Andersson, IK, Barker, SJ, Fiorillo, LE, Hollander, E, Shaheen, N, Koay, EJ, Conwell, DL, Krishna, SG. Lower Interobserver Reliability for Nondimensional Intracystic Features Among Abdominal Radiologists for Characterizing Intraductal Papillary Mucinous Neoplasms Using Magnetic Resonance Imaging. Pancreas 51(9):1225-1230, 2022. e-Pub 2022. PMID: 37078949.
59. Khan Z, Rooney MK, Das P, Ludmir EB, Koay EJ, Smith GL, Taniguchi C, Minsky BD, Koong AC, Sawakuchi G, Beddar S, Martin RM, Rodriguez-Bigas M, Peacock O, Chang G, Holliday EB. Intraoperative Radiation After Pelvic Short Course Radiation-Based Total Neoadjuvant Therapy for Patients with Rectal Adenocarcinoma at High Risk for Local Recurrence. Clin Colorectal Cancer 21(3):204-211, 2022. e-Pub 2022. PMID: 35125321.
60. Corrigan KL, Rooney MK, De B, Ludmir ED, Das P, Smith GL, Taniguchi C, Minsky BD, Koay EJ, Koong A, Morris VK, Messick CA, Nogueras-Gonzalez G, Holliday EB. Patient-reported sexual function in long-term survivors of anal cancer treated with definitive intensity-modulated radiotherapy and concurrent chemotherapy. Pract Radiat Oncol 12(5):e397-e405, 2022. e-Pub 2022. PMID: 35643295.
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193. Koay EJ, Teh BS, Paulino AC, Butler EB. Treatment trends and outcomes of small-cell carcinoma of the bladder. Int J Radiat Oncol Biol Phys 83(1):64-70, 2012. e-Pub 2012. PMID: 22019246.
194. Koay EJ, Teh BS, Paulino AC, Butler EB. A Surveillance, Epidemiology, and End Results analysis of small cell carcinoma of the bladder: epidemiology, prognostic variables, and treatment trends. Cancer 117(23):5325-33, 2011. e-Pub 2011. PMID: 21567387.
195. Koay EJ, Smith B. Commentary on “Development and validation of a heart atlas to study cardiac exposure to radiation following treatment for breast cancer. Breast Diseases: A Year Book Quarterly(22):197-199, 2011. e-Pub 2011.
196. Koay EJ, Athanasiou KA. Development of serum-free, chemically defined conditions for human embryonic stem cell-derived fibrochondrogenesis. Tissue Eng Part A 15(8):2249-57, 2009. e-Pub 2009. PMID: 19231974.
197. Ofek G, Willard VP, Koay EJ, Hu JC, Lin P, Athanasiou KA. Mechanical characterization of differentiated human embryonic stem cells. J Biomech Eng 131(6):061011, 2009. e-Pub 2009. PMID: 19449965.
198. Koay EJ, Athanasiou KA. Hypoxic chondrogenic differentiation of human embryonic stem cells enhances cartilage protein synthesis and biomechanical functionality. Osteoarthritis Cartilage 16(12):1450-6, 2008. e-Pub 2008. PMID: 18541445.
199. Hoben GM, Koay EJ, Athanasiou KA. Fibrochondrogenesis in two embryonic stem cell lines: effects of differentiation timelines. Stem Cells 26(2):422-30, 2008. e-Pub 2008. PMID: 18032702.
200. Koay EJ, Ofek G, Athanasiou KA. Effects of TGF-beta1 and IGF-I on the compressibility, biomechanics, and strain-dependent recovery behavior of single chondrocytes. J Biomech 41(5):1044-52, 2008. e-Pub 2008. PMID: 18222457.
201. Koay EJ, Hoben GM, Athanasiou KA. Tissue engineering with chondrogenically differentiated human embryonic stem cells. Stem Cells 25(9):2183-90, 2007. e-Pub 2007. PMID: 17540854.
202. Shieh AC, Koay EJ, Athanasiou KA. Strain-dependent recovery behavior of single chondrocytes. Biomech Model Mechanobiol 5(2-3):172-9, 2006. e-Pub 2006. PMID: 16506017.
203. Koay EJ, Shieh AC, Athanasiou KA. Creep indentation of single cells. J Biomech Eng 125(3):334-41, 2003. e-Pub 2003. PMID: 12929237.

Invited Articles

1. Srivastava S, Koay EJ, Borowsky AD, DeMarzo AM, Ghosh S, Wagner PD, Kramer BS. Cancer overdiagnosis: a biological challenge and clinical dilemma. Nature Reviews Cancer(19):349-358, 2019. e-Pub 2019.
2. Singhi A, Koay EJ, Maitra A, Chari S. Early Detection of Pancreatic Cancer: Opportunities and Challenges. Gastroenterology 156(7):2024-2040, 2019. e-Pub 2019.
3. Koay EJ, Owen D, Das P. Radiation-induced liver disease and modern radiotherapy. Semin Radiat Oncol 28(4):321-331, 2018. e-Pub 2018. PMID: 30309642.
4. Ng SP, Koay EJ. Current and emerging radiotherapy strategies for pancreatic adenocarcinoma: stereotactic, intensity modulated and particle radiotherapy. Ann Pancreat Cancer 1, 2018. e-Pub 2018. PMID: 30198024.
5. Zhao J, Koay EJ, Li T, Wen X, Li C. A hindsight reflection on the clinical studies of poly(l-glutamic acid)-paclitaxel. Wiley Interdiscip Rev Nanomed Nanobiotechnol 10(3):e1497, 2018. e-Pub 2018. PMID: 28895304.
6. Fonseca AL, Kirkwood K, Kim MP, Maitra A, Koay EJ. Intraductal Papillary Mucinous Neoplasms of the Pancreas: Current Understanding and Future Direction for Stratification of Malignancy Risk. Pancreas 47(3):272-279, 2018. e-Pub 2018. PMID: 29424809.
7. Koay EJ, Hall W, Park PC, Erickson B, Herman JM. The role of imaging in the clinical practice of radiation oncology for pancreatic cancer. Abdom Radiol (NY) 43(2):393-403, 2018. e-Pub 2018. PMID: 29110053.
8. Bhosale P, Cox V, Faria S, Javadi S, Viswanathan C, Koay EJ, Tamm E. Genetics of pancreatic cancer and implications for therapy. Abdom Radiol (NY) 43(2):404-414, 2018. e-Pub 2018. PMID: 29177925.
9. Javadi S, Karbasian N, Bhosale P, de Castro Faria S, Le O, Katz MH, Koay EJ, Tamm EP. Imaging findings of recurrent pancreatic cancer following resection. Abdom Radiol (NY) 43(2):489-496, 2018. e-Pub 2018. PMID: 29198001.
10. Koay EJ, Odisio BC, Javle M, Vauthey JN, Crane CH. Management of unresectable intrahepatic cholangiocarcinoma: how do we decide among the various liver-directed treatments?. Hepatobiliary Surg Nutr 6(2):105-116, 2017. e-Pub 2017. PMID: 28503558.
11. Koay EJ, Amer AM, Baio FE, Ondari AO, Fleming JB. Toward stratification of patients with pancreatic cancer: Past lessons from traditional approaches and future applications with physical biomarkers. Cancer Lett 381(1):237-43, 2016. e-Pub 2016. PMID: 26806807.
12. Crane CH, Koay EJ. Solutions that enable ablative radiotherapy for large liver tumors: Fractionated dose painting, simultaneous integrated protection, motion management, and computed tomography image guidance. Cancer 122(13):1974-86, 2016. e-Pub 2016. PMID: 26950735.
13. Cabrera AR, Kirkpatrick JP, Fiveash JB, Shih HA, Koay EJ, Lutz S, Petit J, Chao ST, Brown PD, Vogelbaum M, Reardon DA, Chakravarti A, Wen PY, Chang E. Radiation therapy for glioblastoma: Executive summary of an American Society for Radiation Oncology Evidence-Based Clinical Practice Guideline. Pract Radiat Oncol 6(4):217-25, 2016. e-Pub 2016. PMID: 27211230.
14. Brocato T, Dogra P, Koay EJ, Day A, Chuang YL, Wang Z, Cristini V. Understanding Drug Resistance in Breast Cancer with Mathematical Oncology. Curr Breast Cancer Rep 6(2):110-120, 2014. e-Pub 2014. PMID: 24891927.
15. Woodward W, Koay EJ, Takiar V. Radiation therapy for inflammatory breast cancer: Technical considerations and diverse clinical scenarios. Breast Cancer Management 3:43-52, 2014. e-Pub 2014.
16. Koay EJ, Sulman EP. Management of brain metastasis: past lessons, modern management, and future considerations. Curr Oncol Rep 14(1):70-8, 2012. e-Pub 2012. PMID: 22071681.

Other Articles

1. Chang, E, Sherry, AD, Liermann, J, Abdollahi, A, Tzeng, CD, Tang, C, Aguilera, T, Koay, EJ, Das, P, Koong, A, Pant, S, Ludmir, EB Evolving Paradigms in the Treatment of Oligometastatic Pancreatic Ductal Adenocarcinoma. Journal of Gastrointestinal Cancer 56(1), 2025. PMID: 39827280.
2. Chhabra, A, Amos, R, Simone, C, Kaiser, A, Perles, LA, Giap, H, Hallemeier, C, Johnson, JE, Lin, H, Wroe, AJ, Diffenderfer, ES, Wolfgang, JA, Sakurai, H, Lu, HM, Hong, TS, Koay, EJ, Terashima, K, Vitek, P, Rule, WG, Apisarnthanarax, SJ, Badiyan, S, Molitoris, JK, Chuong, MD, Nichols, RC Proton Beam Therapy for Pancreatic Tumors. International Journal of Radiation Oncology Biology Physics 122(1):19-30, 2025. PMID: 39761799.
3. Dudzinski SO, Newman NB, McIntyre J, Engineer R, Sanford NN, Wo JY, Seong J, Guha C, Chang DT, Hong TS, Dawson LA, Koay EJ, Ludmir EB Emerging evidence-based role for external-beam radiation therapy in hepatocellular carcinoma. Lancet Gastroenterol Hepatol 10(4):387-398, 2025. PMID: 39993402.
4. Smith, L, Mahoney, DW, Bamlet, WR, Yu, F, Liu, S, Goggins, M, Darabi, S, Majumder, S, Wang, QL, Cote, G, Demeure, MJ, Zhang, Z, Srivastava, S, Chawla, A, Izmirlian, G, Olson, JE, Wolpin, BM, Genkinger, JM, Zaret, KS, Brand, RE, Koay, EJ, Oberg, AL Early detection of pancreatic cancer. Pancreatology 24(8):1265-1279, 2024. PMID: 39516175.
5. Li, X, Lee, Y, Kang, Y, Dai, B, Perez, MV, Pratt, M, Koay, EJ, Kim, M, Brekken, RA, Fleming, JB RETRACTED ARTICLE. Cell death and differentiation 31(11):1576, 2024. PMID: 39322749.
6. Gok Yavuz, B, Datar, S, Chamseddine, SM, Mohamed, Y, Lapelusa, M, Lee, SS, Hu, Z, Koay, EJ, Tran Cao, HS, Jalal, P, Daniel-MacDougall, CR, Hassan, MM, Duda, DG, Amin, H, Kaseb, A The Gut Microbiome as a Biomarker and Therapeutic Target in Hepatocellular Carcinoma. Cancers 15(19), 2023. PMID: 37835569.
7. Koay, EJ, Javle, M, Belknap, M, Derasari, S, Roach, MA, Ludmir, EB What Role Does Radiotherapy Play in the Molecular Era for Intrahepatic Cholangiocarcinoma?. Cancer Journal (United States) 29(5):272-278, 2023. PMID: 37796645.
8. Syed M, Cagely M, Dogra P, Hollmer L, Butner JD, Cristini V, Koay EJ Immune-checkpoint inhibitor therapy response evaluation using oncophysics-based mathematical models. Wiley Interdiscip Rev Nanomed Nanobiotechnol 15(2):e1855, 2023. PMID: 36148978.
9. Tovar, DR, Rosenthal, MH, Maitra, A, Koay, EJ Potential of artificial intelligence in the risk stratification for and early detection of pancreatic cancer. Artificial Intelligence Surgery 3(1):14-26, 2023. PMID: 37124705.
10. Singh BS, Cazacu IM, Deza CA, Rigaud BS, Saftoiu A, Gruionu G, Guionu L, Brock KK, Koay EJ, Herman JM, Bhutani MS Image Fusion Involving Real-Time Transabdominal or Endoscopic Ultrasound for Gastrointestinal Malignancies: Review of Current and Future Applications. Diagnostics (Basel) 12(12), 2022. PMID: 36553225.
11. Ardeshna, DR, Cao, T, Rodgers, B, Onongaya, C, Jones, D, Chen, W, Koay, EJ, Krishna, SG Recent advances in the diagnostic evaluation of pancreatic cystic lesions. World journal of gastroenterology 28(6):624-634, 2022. PMID: 35317424.
12. Bagley AF, Ludmir EB, Maitra A, Minsky BD, Li Smith G, Das P, Koong AC, Holliday EB, Taniguchi CM, Katz MHG, Tamm EP, Wolff RA, Overman MJ, Patel S, Kim MP, Tzeng CD, Ikoma N, Bhutani MS, Koay EJ NBTXR3, a first-in-class radioenhancer for pancreatic ductal adenocarcinoma: Report of first patient experience. Clin Transl Radiat Oncol 33:66-69, 2022. PMID: 35097226.
13. Bent EH, Wehrenberg-Klee E, Koay EJ, Goyal L, Wo JY Integration of Systemic and Liver-Directed Therapies for Locally Advanced Hepatocellular Cancer: Harnessing Potential Synergy for New Therapeutic Horizons. J Natl Compr Canc Netw 19(5):567-576, 2021. PMID: 34030132.
14. Gok Yavuz B, Hasanov E, Lee SS, Mohamed YI, Curran MA, Koay EJ, Cristini V, Kaseb AO Current Landscape and Future Directions of Biomarkers for Immunotherapy in Hepatocellular Carcinoma. J Hepatocell Carcinoma 8:1195-1207, 2021. PMID: 34595140.
15. Hall WA, Small C, Paulson E, Koay EJ, Crane C, Intven M, Daamen LA, Meijer GJ, Heerkens HD, Bassetti M, Rosenberg SA, Aitken K, Myrehaug S, Dawson LA, Lee P, Gani C, Chuong MD, Parikh PJ, Erickson BA Magnetic Resonance Guided Radiation Therapy for Pancreatic Adenocarcinoma, Advantages, Challenges, Current Approaches, and Future Directions. Front Oncol 11:628155, 2021. PMID: 34046339.
16. He K, Barsoumian HB, Bertolet G, Verma V, Leuschner C, Koay EJ, Ludmir EB, Hsu E, Pisipati E, Voss TA, Puebla-Osorio N, Cortez MA, Welsh JW Novel Use of Low-Dose Radiotherapy to Modulate the Tumor Microenvironment of Liver Metastases. Front Immunol 12:812210, 2021. PMID: 34975924.
17. Dogra P, Butner JD, Nizzero S, Ruiz Ramírez J, Noureddine A, Peláez MJ, Elganainy D, Yang Z, Le AD, Goel S, Leong HS, Koay EJ, Brinker CJ, Cristini V, Wang Z Image-guided mathematical modeling for pharmacological evaluation of nanomaterials and monoclonal antibodies. Wiley Interdiscip Rev Nanomed Nanobiotechnol 12(5):e1628, 2020. PMID: 32314552.
18. Chang DT, Koay EJ, Herman JM, Hong TS, Das P Abdominal and Pelvic Reirradiation for Recurrent Gastrointestinal Cancers. Semin Radiat Oncol 30(3):232-237, 2020. PMID: 32503788.
19. Pereira SP, Oldfield L, Ney A, Hart PA, Keane MG, Pandol SJ, Li D, Greenhalf W, Jeon CY, Koay EJ, Almario CV, Halloran C, Lennon AM, Costello E Early detection of pancreatic cancer. Lancet Gastroenterol Hepatol 5(7):698-710, 2020. PMID: 32135127.
20. Machicado JD, Koay EJ, Krishna SG Radiomics for the Diagnosis and Differentiation of Pancreatic Cystic Lesions. Diagnostics (Basel) 10(7), 2020. PMID: 32708348.
21. Srivastava S, Koay EJ, Borowsky AD, De Marzo AM, Ghosh S, Wagner PD, Kramer BS Cancer overdiagnosis: a biological challenge and clinical dilemma. Nat Rev Cancer 19(6):349-358, 2019. PMID: 31024081.
22. Fonseca AL, Cristini V, Maitra A, Koay EJ The dilemma of over diagnosis of pancreatic cysts, Adjacent Government, 2017.
23. Fonseca AL, Cristini V, Maitra A, Koay EJ Identifying pancreatic cysts that might turn into cancer, Adjacent Government, 2017.
24. Koay EJ Commentary on: Hif1a Deletion Reveals Pro-Neoplastic Function of B Cells in Pancreatic Neoplasia. Faculty of 1000, 2016.
25. Koay EJ Commentary on: Outcomes after Stereotactic Body Radiotherapy or Radiofrequency Ablation for Hepatocellular Carcinoma. Faculty of 1000, 2015.
26. Koay EJ, Wang Z, Cristini V Combining biology with physics to solve the cancer problem, Special Report in Adjacent Government, 2015.
27. Martin GV, Koay EJ, Cristini V The Mathematical Relationship between the Immune System and Cancer and its Implications for Cancer Therapy, Special Report in Adjacent Government, 2015.
28. Koay EJ Commentary on: Pancreatic cancer exosomes initiate pre-metastatic niche formation in the liver. Faculty of 1000, 2015.
29. Koay EJ Leadership Message: Eugene Koay, MD, PhD. Pancan.org, 2015.
30. Koay EJ Commentary on: Stromal elements act to restrain, rather than support, pancreatic ductal adenocarcinoma. Faculty of 1000, 2015.
31. Cristini V, Koay EJ, Wang Z Predicting Cancer Treatment Outcome using Physics, Special Report in Adjacent Government, 2015.
32. Cristini V, Koay EJ, Wang Z Feature in International Innovation, 2015: Taking Cancer Out of the Equation, 2015.

Abstracts

1. Sharib J, Wimmer K, Fonseca AL, Shen Y, Koay EJ, Maitra A, Esserman L, Ozanne E, Kirkwood KS. Sensitivity and Specificity Required for Diagnostics or Management Guidelines for Intraductal Papillary Mucinous Neoplasms to Be Cost-Effective. Journal of the American College of Surgeons 227(4):S180-S181, 2201. e-Pub 2201.
2. Sohn A, Katz M Prakash L, Chatterjee D, Wang H, Kim M, Tzeng CW, Lee J, Ikoma N, Rashid A, Wolff RA, Zhao D, Koay E, Mitra A, Wang H. Integrated Pathologic Score Effectively Stratifies Patients with Pancreatic Ductal Adenocarcinoma Who Received Neoadjuvant therapy and Pancreaticoduodenectomy. Laboratory Investigation 102(SUPPL 1):1233-1233, 2022. e-Pub 2022.
3. Sun L, Sohn A, Katz M, Prakash L, Wang H, Kim M, Tzeng CW, Lee J, Ikoma N, Rashid A, Wolff RA, Zhao D, Koay E, Maitra A, Wang H. A Single Center Clinicopathological Study of Comparison of Pancreatic Acinar Cell Carcinoma and its Mixed Differentiations. Modern Pathology 35(Suppl 2):1234-1234, 2022. e-Pub 2022.
4. Tong YT, Lai ZS, Katz M, Prakash L, Wang H, Chatterjee D, Kim M, Tzeng CW, Lee J, Ikoma N Rashid A, Wolff RA, Zhao D, Koay E, Maitra A, Wang HM. Pathologic Prognosticators for Patients with Pancreatic Ductal Adenocarcinoma Who Received Neoadjuvant FOLFIRINOX or Gemcitabine/Nab-Paclitaxel Therapy. Modern Pathology 35(Suppl 2):1236-1236, 2022. e-Pub 2022.
5. Sohn A, Katz M, Prakash L, Chatterjee D, Wang H, Kim M, Tzeng CW, Lee J, Ikoma N, Rashid A, Wolff RA, Zhao D, Koay E, Maitra A, Wang H. Integrated Pathologic Score Effectively Stratifies Patients with Pancreatic Ductal Adenocarcinoma Who Received Neoadjuvant therapy and Pancreaticoduodenectomy. Modern Pathology 35(Suppl 2):1233-1233, 2022. e-Pub 2022.
6. Sun L, Sohn A, Katz M, Prakash L, Wang H, Kim M, Tzeng CW, Lee J, Ikoma N, Rashid A, Wolff RA, Zhao D, Koay E, Maitra A, Wang H. A Single Center Clinicopathological Study of Comparison of Pancreatic Acinar Cell Carcinoma and its Mixed Differentiations. Laboratory Investigation 102(SUPPL 1):1234-1234, 2022. e-Pub 2022.
7. Tong YT, Lai ZS, Katz M, Prakash L, Wang H, Chatterjee D, Kim M, Tzeng CW, Lee J, Ikoma N Rashid A, Wolff RA, Zhao D, Koay E, Maitra A, Wang HM. Pathologic Prognosticators for Patients with Pancreatic Ductal Adenocarcinoma Who Received Neoadjuvant FOLFIRINOX or Gemcitabine/Nab-Paclitaxel Therapy. Laboratory Investigation 102(SUPPL 1):1236-1236, 2022. e-Pub 2022.
8. Jaoude JA, De B, Jimenez HRN, Upadhyay R, Taniguchi CM, Koay EJ, Ludmir EB. "Super massive" intrahepatic cholangiocarcinoma: Potential role of radiation therapy. J Clin Oncol 40(4), 2022. e-Pub 2022.
9. Hernandez S, Lourenco AL, Kirimli E, York TJ, Glencer A, Conroy PC, Craik CS, Koay EJ, Behr SC, Kirkwood K. Using Quantitative Radiomics and Cyst Fluid Biomarkers to Predict Pancreatic Cyst Type. Journal of the American College of Surgeons 233(5):S156-S156, 2021. e-Pub 2021.
10. Rooney M, De B, Corrigan K, Gonzalez GN, Das P, Taniguchi C, Smith G, Minsky B, Koong A, Koay E, Ludmir E, Messick C, You N, Change G, Westney O, Morris V, Holliday E. Dosimetric Parameters Associated with Long-Term Patient-Reported Quality of Life Following Definitive Chemoradiation for Anal Cancer. American Journal of Clinical Oncology-Cancer Clinical Trials 44(10):S145-S145, 2021. e-Pub 2021.
11. De B, Abu-Gheida I, Patel A, Ng S, Zaid M, Thunshelle C, Elganainy D, Javle M, Raghav K, Lee S, Vauthey JN, Tzeng CW, Cao HT, Ludmir E, Minsky B, Smith G, Holliday E, Taniguchi C, Koong A, Das P, Koay E. Benchmarking Outcomes After Ablative Radiotherapy for Molecularly Characterized Unresectable Intrahepatic Cholangiocarcinoma. American Journal of Clinical Oncology-Cancer Clinical Trials 44(10):S6-S7, 2021. e-Pub 2021.
12. Zaid M, Bajaj N, Mathew R, Roach M, Agrawal A, Wilke C, Chung C, Fuller C, Gunn G, Phan J, Morrison W, Garden A, Frank S, Rosenthal D, Cardoso R, Wesson RA, Otun A, Chambers M, Koay E. A Prospective Trial Evaluating Patient Reported Outcomes (PROs) of Oral Stents Fabricated Using Intraoral Scanning (IOS) and 3D Printing for Head and Neck Cancer Patients Receiving Radiotherapy (RT). American Journal of Clinical Oncology-Cancer Clinical Trials 44(10):S91-S91, 2021. e-Pub 2021.
13. Holliday E, Kahn Z, Rooney M, Das P, Chang G, Peacock O, Sawakuchi G, Ludmir E, Koay E, Smith G, Taniguchi C, Minsky B, Koong A. Intraoperative Radiation After Pelvic Short Course Radiotherapy for Patients with Locally Advanced Rectal Adenocarcinoma with Involved or Threatened Circum-ferential Resection Margin. American Journal of Clinical Oncology-Cancer Clinical Trials 44(10):S53-S53, 2021. e-Pub 2021.
14. Kim MP, Li XQ, Deng JY, Zhang Y, Dai BB, Allton K, Hughes T, Siangco C, Augustine J, Kang Y, McDaniel JM, Xiong SB, Koay E, McAllister F, Bristow C, Heffernan T, Maitra A, Liu B, Barton M, Wasylischen A, Fleming J, Lozano G. Mutant p53 and oncogenic KRAS converge on CREB1 to drive pancreatic cancer metastasis. Cancer Research 81(13), 2021. e-Pub 2021.
15. Srinivasan S, rose J, Yao WT, Seth S, Peoples M, Machado A, Li CY, Ho IL, Lee JJ, Guerrera PA, Kim E, Syed M, Daniele J, Deem AK, Kim M, Bristow CA, Koay E, Genovese G, Viale A, Heffernan TP, Maitra A, Hart T, Carugo A, Draetta G. Diversity across the pancreatic ductal adenocarcinoma disease spectrum revealed by network-anchored functional genomics. Cancer Research 81(13), 2021. e-Pub 2021.
16. Kim MP, Li XQ, Deng JY, Zhang Y, Dai BB, Allton K, Hughes T, Siangco C, Augustine J, Kang Y, McDaniel JM, Xiong SB, Koay E, McAllister F, Bristow C, Heffernan T, Maitra A, Liu B, Barton M, Wasylischen A, Fleming J, Lozano G. Full Text Options 6 of 43 Mutant p53 and oncogenic KRAS converge on CREB1 to drive pancreatic cancer metastasis. Cancer Research 81(13), 2021. e-Pub 2021.
17. Taku N, You YN, Ludmir EB, Smith GL, Rodriguez-Bigas MA, Chang GJ, Skibber JM, Koong AC, Minsky BD, Holliday EB, Koay EJ, Dasari A, Taniguchi CM, Bednarski BK, Morris V, Overman MJ, Kopetz S, Raghav KPS, Das P. Clinical outcomes following definitive treatment of young-onset, locally advanced rectal cancer: A single institution experience. J Clin Oncol 39(15), 2021. e-Pub 2021.
18. Kouzy R, Lin D, El Alam MB, Jaoude JA, Smith GL, EJ <, Minsky BD, Das P, Holliday EB, Klopp A, Taniguchi CM, Colbert LE. Association of the anorectal microbiome and patient-reported gastrointestinal outcomes in patients with anal cancer. J Clin Oncol 39(15), 2021. e-Pub 2021.
19. Lee SS, Cao HST, Tzeng CWD, Metwalli Z, Koay E, Ludmir EB, Chun YS, Chun SG, Javle MM. Clinical outcomes analysis of TP53-mutated advanced and metastatic biliary tract cancers. J Clin Oncol 39(15), 2021. e-Pub 2021.
20. Thunshelle C, Zaid M, Herman J, Koay E. Blood-based and Imaging-Based Biomarker Outcomes for Patients with Pancreatic Ductal Adenocarcinoma Treated with Different Radiotherapy Techniques. Int J Radiat Oncol Biol Phys 108(2):E34-E34, 2020. e-Pub 2020.
21. Koay E, Bajaj N, Elhammali A, Shiao J, Taniguchi C, Holliday E, Smith G, Das P, Minsky B, Koong A, Herman J, Tzeng CW, Vauthey J, Kopetz S. Clinical Associations of Treatment Failure After Radiation Therapy for Colorectal Liver Metastases. Int J Radiat Oncol Biol Phys 108(2):E53-E54, 2020. e-Pub 2020.
22. Shobaki D, Bhutani M, Mathew G, Aliru M, Bokhari R, Koay E, Taniguchi C, Herman J. How to Improve Enrollment onto GI Radiation Oncology Clinical Trials: Lessons Learned From a Brachytherapy Trial for Newly Diagnosed Locally Advanced Pancreatic Cancer. Int J Radiat Oncol Biol Phys 108(2):E55-E56, 2020. e-Pub 2020.
23. De B, Ng SP, Mohan R, Kaseb A, Raghav K, Lee S, Minsky B, Das P, Holliday E, Smith G, Taniguchi C, Herman J, Koong A, Koay E. Outcomes with Proton and Photon Radiotherapy for Unresectable Hepatocellular Carcinoma. Int J Radiat Oncol Biol Phys 108(2):E35-E36, 2020. e-Pub 2020.
24. Kouzy R, Jaoude JA, Lin D, El Alam MB, Minsky BD, Koay EJ, Das P, Holliday EB, Klopp AH, Colbert LE, Taniguchi CM. Patient-reported gastrointestinal outcomes in patients with anal cancer. J Clin Oncol 38(15), 2020. e-Pub 2020.
25. Kim BJ, Panettieri E, Kawaguchi Y, Kang HC, Cox V, Koay E, Raghav K, Kaseb A, Vega EA, Mizuno T, Pant S, Javle M, Vauthey JN. Arterial enhancement pattern predicts survival in patients with both unresectable and resected intrahepatic cholangiocarcinoma. Gastroenterology 158(6):S1496-S1497, 2020. e-Pub 2020.
26. Wei DG, Zaid M, Koay E, Katz MH, Kim M, Lee J, Varadhachary G, Wolff RA, Bhosale P, Maitra A, Rashid A, Wang HM. Clinicopathological Correlation of Radiologic Measurement of the Post-Therapy Tumor Size for Pancreatic Ductal Adenocarcinoma. Laboratory Investigation 100(SUPPL 1):1682-1683, 2020. e-Pub 2020.
27. Wei DG, Zaid M, Koay E, Katz MH, Kim M, Lee J, Varadhachary G, Wolff RA, Bhosale P, Maitra A Rashid A, Wang HM. Clinicopathological Correlation of Radiologic Measurement of the Post-Therapy Tumor Size for Pancreatic Ductal Adenocarcinoma. Modern Pathology 33(SUPPL 2):1682-1683, 2020. e-Pub 2020.
28. Colina A, Raghav KPS, Katz MHG, Das P, Ikoma N, Koay E, Thomas JV, Tzeng CWD, Wolff RA, Overman MJ. Pattern of recurrence after curative resection of stage I-III duodenal adenocarcinoma. J Clin Oncol 38(4), 2020. e-Pub 2020.
29. Mizrahi JD, Moningi S, Nogueras-Gonzalez GM, Wolff RA, Javle MM, Varadhachary GR, Ho L, Fogelman DR, Raghav KP, Overman MJ, Crane CH, Herman JM, Koong AC, Koay EJ, Rogers JE, Pant S. Maintenance chemotherapy after chemoradiation in patients with locally advanced pancreatic cancer. Cancer Research 79(24), 2019. e-Pub 2019.
30. Cazacu IM, Singh BS, Martin R, Slagowski J, Beddar S, Koay E, Taniguchi C, Herman J, Bhutani MS. Endoscopic Ultrasound-Guided Fiducial Placement for Stereotactic Body Radiation Therapy in Patients with Pancreatic Adenocarcinoma. Amer J Gastroenterology 114(S):A539-S540, 2019. e-Pub 2019.
31. Abu-Gheida I, Patel A, Zaid M, Elganainy D, Javle MM, Raghav KPS, Vauthey JN, Aloia TA, Tzeng CWD, Minsky BD, Smith GL, Holliday EB, Taniguchi CM, Koong A, Krishnan S, Herman JM, Das P, Crane CH, Koay EJ. Outcomes and patterns of failures after hypofractionated radiation therapy for intrahepatic cholangiocarcinoma. J Clin Oncol 37(15), 2019. e-Pub 2019.
32. Hughes T, Prakash LR, Maitra A, Bhutani MS, McAllister F, Ross WA, Weston BR, Koay E, Wang HM, Lee J, Vauthey JN, Lee JE, Vauthey JN, Lee JE, Aloia T, Tzeng CW, Katz M, Kim MP. Pancreatic duct caliber does not reliably distinguish malignant from premalignant main duct IPMNS. Gastroenterology 156(6):S1444-S1445, 2019. e-Pub 2019.
33. Zaid M, Bajaj N, Bathew R, Chung C, Wilke C, Fuller CD, Andersen MR, Gunn B, Morrison W, Garden AS, Frank SJ, Rosenthal D, Adegbenga OO, Chambers MS, Koay E. A Prospective Trial Evaluating Patient Reported Outcomes of Customized Oral Stents for Head and Neck (HN) Radiotherapy (RT) Using 3D Printing and Traditional Methods. Int J Radiat Oncol Biol Phys 103(5):E35-E36, 2019. e-Pub 2019.
34. Aliru M, Bernard V, Ng SP, Moningi S, Lindsay D, Berlind C, Ahern C, Holmes A, Edwards T, Smith B, Taniguchi C, Koay E, Das P, Holliday E, Herman J. Data Analytics Platform for Outcome Comparison of Patients Treated for Primary Pancreatic Cancer Using SBRT vs Conventional RT. Int J Radiat Oncol Biol Phys 103(5):E51-E51, 2019. e-Pub 2019.
35. Moningi S, Aliru M, Lin D, Avila S, Smani D, Koay E, Taniguchi C, Das P, Smith G, Holliday E, Cazacu I, Singh B, Bhutani M, Koong A, Herman J. Does Fiducial Marker Placement Prior to SBRT Increase the Risk of Metastatic Disease in Patients with Unresectable Pancreatic Cancer?. Int J Radiat Oncol Biol Phys 103(5):E31-E31, 2019. e-Pub 2019.
36. Moningi S, Ajani J, Badgwell B, Murphy M, Ikoma N, Ho J, Holliday E, Herman J, Minsky B, Kay E, Koong A, Krishnan S, Smith G, Taniguchi C, Das P. Can IMRT Reduce Lymphopenia in Patients Treated with Preoperative Chemoradiation for Gastric Cancer?. Int J Radiat Oncol Biol Phys 103(5):E11-E11, 2019. e-Pub 2019.
37. Wang C, Elganainy D, Zaid M, Butner J, Cristini V, Koay E. Mass Transport Model of Radiation Response: Calibration and Application to Chemoradiation for Pancreatic Cancer. Int J Radiat Oncol Biol Phys 103(5):E48-E49, 2019. e-Pub 2019.
38. Moningi S, Ajani JA, Badgwell BD, Mansfield PF, Murphy MAB, Ikoma N, Ho J, Suh Y, Holliday EB, Herman JM, Minsky BD, Koay EJ, Koong A, Krishnan S, Smith GL, Taniguchi CM, Das P. The effect of IMRT on acute toxicity in patients with gastric cancer treated with preoperative chemoradiation. J Clin Oncol 37(4), 2019. e-Pub 2019.
39. Fan J, Wei Q, Koay EJ, Liu Y, Zhao Z, Hu Y. Exosomal EphA2 transmits chemoresistance and predicts pancreatic cancer patient responses to therapy. Cancer Research 78(13), 2018. e-Pub 2018.
40. Bernard V, Kim DU, San Lucas FA, Castillo J, Allenson K, Mulu FC, Stephens BM, Huang J, Koay E, Taniguchi CM, Javle M, Wolff RA, Katz MH, Varadhachary GR, Alvarez HA, Maitra A. Circulating nucleic acids as biomarkers of prognosis and chemorefractory status in metastatic pancreatic cancer. Cancer Research 78(13), 2018. e-Pub 2018.
41. Solis LM, Uraoka N, Parra ER, Shen Y, Wei W, Jiang M, Mno B, Affolter K, Scaife CL, Yip-Schneider MT, Schmidt CM, Firpo M, Mulvihill S, Koay EJ, Wang HM, Wistuba II, Maitra A, Sen S. Characterization of immune profiling of pancreatic intraductal papillary mucinous neoplasm using multiplex immunofluorescence and image analysis approaches. Cancer Research 78(13), 2018. e-Pub 2018.
42. Hunt A, Das P, Minsky BD, Koay EJ, Krishnan S, Herman JM, Taniguchi C, Koong A, Smith GL, Holliday EB. Hyperfractionated Abdominal Reirradiation for Gastrointestinal Malignancies. Int J Radiat Oncol Biol Phys 101(2):E27-E27, 2018. e-Pub 2018.
43. Abdel-Wahab R, Ali SM, Borad MJ, Shroff RT, Kwong L, Vauthey JN, Koay EJ, Zuo MX, Rashid A, Schrock AB, Ross JS, Bekaii-Saab TS, Javle MM. Variations in DNA repair genomic alterations and tumor mutation burden in biliary tract cancer (BTC) subtypes. J Clin Oncol 36(4), 2018. e-Pub 2018.
44. Gulhati P, Prakash L, Katz MHG, Wang XM, Javle MM, Shroff RT, Fogelman DR, Lee JE, Tzeng CWD, Lee JH, Weston B, Tamm EP, Bhosale P, Koay EJ, Maitra A, Wang H, Wolff RA, Varadhachary GR. First line gemcitabine and nab-paclitaxel chemotherapy for localized pancreatic ductal adenocarcinoma. J Clin Oncol 36(4), 2018. e-Pub 2018.
45. Hester RH, Taniguchi CM, Holliday EB, Koay EJ, Das P, Minsky BD, Rashid A, Mehdizadeh A, Ohinata A, Messick C, You YN, Chang GJ, Bednarski B, Rodriguez-Bigas MA, Skibber JM, Wolff RA, Eng C, Morris VK. CEA as a pharmacodynamic biomarker for metastatic anal cancer. J Clin Oncol 36(4), 2018. e-Pub 2018.
46. Ng SP, Liu A, Tao RD, Holliday EB, Brownlee Z, Kaseb AO, Raghav KPS, Vauthey JN, Minsky BD, Herman JM, Das P, Taniguchi CM, Krishnan S, Crane CH, Hong TS, Mohan R, Koay EJ. Lymphopenia and outcomes of patients with unresectable hepatocellular carcinoma treated with radiotherapy. J Clin Oncol 36(4), 2018. e-Pub 2018.
47. Zaid M, Chaudhury B, Varadhachary G, Katz MH, Herman JM, Tamm EP, Koay EJ. Discovery and validation of a quantitative stromal-associated imaging biomarker of pancreatic ductal adenocarcinoma. 2018 GI ASCO Symposium, 2018. e-Pub 2018.
48. Abdel-Wahab R, Shroff R, Vauthey JN, Koay EJ, Ali S, Kwong L, Zuo MX, Rashid A, Javle M. DNA repair genetic aberrations and tumor mutation burden in biliary tract cancers. Journal for Immunotherapy of Cancer 5(Suppl 2), 2017. e-Pub 2017.
49. Sharib J, Fonseca AL, Kim GE, Koay EJ, Maitra A, Kirkwood KS. Which Clinical Features Predict Overtreatment for Intraductal Papillary Mucinous Neoplasms?. Journal of the American College of Surgeons 225(4):S140-S140, 2017. e-Pub 2017.
50. Lu Y, Tang C, Liao ZX, Jeter M, Hahn S, Das P, Koay E, Herman J, Nguyen QN. Long-Term Outcome and Toxicity of Stereotactic Ablative Body Radiotherapy (SABR) for Liver Metastases From Solid Tumors. Int J Radiat Oncol Biol Phys 98(2):E14-E14, 2017. e-Pub 2017.
51. Moningi S, Amer A, Colbert L, Lee Y, Wolff R, Varadhachary G, Das P, Herman JM, Taniguchi C, Fleming JB, Katz MH, Crane C, Le O, Bhosale P, Tamm E, Koay EJ. Can Imaging-Based Biomarkers of Pancreatic Cancer be Used to Select Patients for Dose-Escalated Radiotherapy?. Int J Radiat Oncol Biol Phys 98(2):E7-E7, 2017. e-Pub 2017.
52. Wilke C, Amer A, Elganainy D, Bhosale P, Le O, Lee Y, Cloyd J, Wang H, Herman J, Taniguchi C, Rhim A, Fleming JB, Maitra A, Wolff RA, Varadhachary G, Lee JE, Katz MP, Tamm EP, Koay EJ. Tumor interface stability on CT imaging is an early marker of response to cytotoxic therapy in pancreatic ductal adenocarcinoma. J Clin Oncol 35(4), 2017. e-Pub 2017.
53. Lee Y, Cristini V, Varadhachary G, Katz M, Wang H, Bhosale P, Tamm E, Fleming J, Koay EJ. Quantitative CT analysis identifies biophysical subtypes of pancreatic ductal adenocarcinoma. 2016 ASTRO Annual Meeting, 2016. e-Pub 2016.
54. Tang C, Amer A, Hobbs B, Li X, Behrens C, Parra Cuentas E, Rodriguez J, Chang J, Hong D, Welsh J, Wistuba I, Koay EJ. Pathology-based NSCLC radiomics signature describing the local tumor immune environment: discovery and validation. 2016 ASTRO Annual Meeting, 2016. e-Pub 2016.
55. Amer A, Tao R, Kang H, Chun Y, Vauthey J, Javle M, Kaseb A, Crane C, Koay EJ. Quantitative European Association for the Study of Liver (qEASL) as an Early Biomarker of Response after Radiotherapy for Intrahepatic Cholangiocarcinoma. 2016 ASTRO Annual Meeting, 2016. e-Pub 2016.
56. Moningi S, Amer A, Colbert L, Lee Y, Hall W, Erickson B, Varadhachary G, Das P, Taniguchi C, Fleming J, Katz M, Crane C, Koay EJ. A CT imaging feature of pancreatic cancer as a predictive biomarker for escalated dose radiotherapy. 2016 ASTRO Annual Meeting, 2016. e-Pub 2016.
57. Amer A, Lee Y, Moningi S, Varadhachary G, Katz M, Tamm E, Fleming J, Koay EJ. Validation of an Imaging-based Classification of Patients with Locally Advanced and Borderline Resectable Pancreatic Cancer. 2016 RSNA Annual Meeting, 2016. e-Pub 2016.
58. Koay EJ, et al. Changes in mass transport as an early biomarker of response in pancreatic cancer. 2014 American Radium Society Annual Meeting, 2014. e-Pub 2014.
59. Koay EJ, et al. Novel CT-derived biophysical markers of human pancreatic adenocarcinoma quantitatively describe gemcitabine delivery and response. 2013 American Radium Society Annual Meeting, 2013. e-Pub 2013.

Book Chapters

1. Manzar, G, Abi Jaoude, J, Taniguchi, C, Koong, A, Koay, EJ, Ludmir, EB. Radiation Therapy for Pancreatic Cancer, 37-55, 2023.
2. Thunshelle, CP, Koay, EJ, Hill, C, Alfano, CM, Herman, JM. Patient reported outcomes and quality of life, 351-373, 2022.
3. Holliday, EB, Koay, EJ, Taniguchi, C, Koong, A. Management of resectable and borderline resectable disease, 153-171, 2022.
4. Thomas, JJ, Douglas, JE, Koay, EJ. Imaging-based biomarkers for pancreatic cancer, 229-240, 2022.
5. Douglas, JE, Koay, EJ. Radiation Therapy, 389-395, 2022.
6. Hill, C, Koay, EJ, Herman, JM. Locoregional Approaches to Colorectal Liver Metastasis – Radiation Options, 211-231, 2022.
7. Douglas JE, Koay EJ. Imaging-based biomarkers for pancreatic cancer. In: Pancreatic Cancer: A Multidisciplinary Approach. Springer Publishing, 2022.
8. Douglas JE, Koay EJ. Radiation Therapy. In: Colorectal Liver Metastasis. Springer Publishing, 2021.
9. Kirichenko A, Koay EJ, EJ, Hasan S, Crane CH. Stereotactic Body Radiotherapy with Functional Treatment Planning. In: Hepatocellular Carcinoma and Alternate Fractionation in Radiotherapy – Paradigm Change. Springer Publishing, 2018.
10. Koay EJ, Athanasiou K. Articular cartilage biomechanics, mechanobiology, and tissue engineering. In: Biomechanics Systems. World Scientific Publishing, 2007.

Books (edited and written)

1. Cristini V, Koay EJ, Wang Z. An Introduction to Physical Oncology. CRC Press, 2017.

Letters to the Editor

1. Tino, R, Roach, MA, Fuentes, GD, Agrawal, A, Zaid, M, Cooper, DJ, Bajaj, N, Lin, R, Xiao, L, Mayo, LL, Wiederhold, LR, Shah, SJ, Tate, MK, Chronowski, G, Reddy, JP, Mezera, M, Mann, JM, Augspurger, ME, Otun, AO, Chambers, MS, Lee, A, Koay, EJ. Response to recent comments on “Development and clinical implementation of a digital workflow utilizing 3D-printed oral stents for patients with head and neck cancer receiving radiotherapy”. Oral Oncology 162, 2025.
2. Smith GL, Das P, Herman JM, Koay EJ, Koong AC, Grossberg A, Ludmir E. Comparing Ablative Modalities for Hepatocellular Carcinoma: Cautions in Interpreting Big Data. J Clin Oncol 36: JCO2018785428, 2018.
3. Crane CH, Koay EJ. Reply to another solution that enables ablative radiotherapy for large liver tumors: Percutaneous interstitial high-dose rate brachytherapy. Cancer 122: 2766-7, 2016.