Caroline Chung

Walker, CM, Maldonado, MG, Jacobsen, MC, Kundu, S, Underwood, ML, Yung, JP, Reed, BJ, Jaffray, D, Stafford, RJ, Hicks, ME, Chung, C , Venkatesan, AM . Initial experience with remote MRI scanning support in an oncology focused practice. Journal of applied clinical medical physics 27(1), 2026. e-Pub 2

SARS-CoV-2 mRNA vaccines sensitize tumours to immune checkpoint blockade

Proceedings of the National Cancer Institute Workshop on combining immunotherapy with radiotherapy: challenges and opportunities for clinical translation

Driving Knowledge to Action: Building a Better Future With Artificial Intelligence–Enabled Multidisciplinary Oncology

AI and innovation in clinical trials

Hwang, KP, Yung, JP, Stafford, RJ, Chung, C , Venkatesan, AM . Normalization of temperature effects for quality assurance of quantitative prostate apparent diffusion coefficient imaging across multiple sites. Journal of applied clinical medical physics 26(12), 2025. e-Pub 2025. PMID: 41310358.

Sel, K, Hawkins-Daarud, A, Chaudhuri, A, Osman, D, Bahai, A, Paydarfar, D, Willcox, KE, Chung, C , Jafari, R . Survey and perspective on verification, validation, and uncertainty quantification of digital twins for precision medicine. npj Digital Medicine 8(1), 2025. e-Pub 2025. PMID: 39825103.

Santos, MC, Rodrigues, NV, Gibram, F, Brunelli, J, Campos, AP, Mancini, A, Feher, O, Marta, GN, Hanna, SA, Chung, C , Moraes, FY, Maldaun, MC . Wallerian degeneration of the corticospinal tract following multimodal high-grade glioma treatment. Frontiers in Oncology 15, 2025. e-Pub 2025. PMID: 413233

Translational modeling-based evidence for enhanced efficacy of standard-of-care drugs in combination with anti-microRNA-155 in non-small-cell lung cancer

Hybridizing mechanistic modeling and deep learning for personalized survival prediction after immune checkpoint inhibitor immunotherapy

Gule-Monroe M, Chasen N, Long JP, Kumar VA, Shah K, Chen M, Stafford J, Chung C , Wintermark M, Hou P, Sura E, Wang C, Weinberg J, Liu HL . Diagnostic Confidence of Contrast-Enhanced T1-Weighted MRI for the Detection of Brain Metastases: 3D FSE-vs. 3D GRE-Based Sequences. AJNR Am J Neuroradiol 46(6)

Leary, OP, Zepecki, JP, Pizzagalli, M, Toms, SA, Liu, DD, Suita, Y, Ding, Y, Wang, J, He, R, Chung, C , Fuller, C, Boxerman, JL, Tapinos, NI, Gilbert, RJ . Tumor-Associated Tractography Derived from High-Angular-Resolution Q-Space MRI May Predict Patterns of Cellular Invasion in Glioblastoma †. Canc

Yadav D, Upadhyay R, Kumar VA, Chen MM, Johnson JM, Langshaw H, Curl BJ, Farhat M, Talpur W, Beckham TH, Yeboa DN, Swanson TA, Ghia AJ, Li J, Chung C . Additive Value of Magnetic Resonance Simulation Before Chemoradiation in Evaluating Treatment Response and Pseudoprogression in High-Grade Gliomas.

Butner JD, Dogra P, Chung C , Koay EJ, Welsh JW, Hong DS, Cristini V, Wang Z . Hybridizing mechanistic modeling and deep learning for personalized survival prediction after immune checkpoint inhibitor immunotherapy. NPJ Syst Biol Appl 10(1):88, 2024. e-Pub 2024. PMID: 39143136.

Dogra P, Shinglot V, Ruiz-Ramirez 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 canc

Gibbons C, Baas C, Chung C . Emergence of Digital Toxicity and the Need for an Integrated, Patient-Centric Approach to the Development, Evaluation, and Use of Digital Health Tools for Oncology. JCO Clin Cancer Inform 8:e2300105, 2024. e-Pub 2024. PMID: 39106419.

Muthusivarajan R, Celaya A, Yung JP, Long JP, Viswanath SE, Marcus DS, Chung C , Fuentes D . Evaluating the relationship between magnetic resonance image quality metrics and deep learning-based segmentation accuracy of brain tumors. Med Phys 51(7):4898-4906, 2024. e-Pub 2024. PMID: 38640464.

Beckham TH, Rooney MK, McAleer MF, Ghia AJ, Tom MC, Perni S, McGovern S, Grosshans D, Chung C , Wang C, De B, Swanson T, Paulino A, Jiang W, Ferguson S, Patel CB, Li J, Yeboa DN . Hypofractionated radiotherapy for glioblastoma: A large institutional retrospective assessment of 2 approaches. Neuroonc

Elliott A, Villemoes E, Farhat M, Klingberg E, Langshaw H, Svensson S, Chung C . Development and benchmarking diffusion magnetic resonance imaging analysis for integration into radiation treatment planning. Med Phys 51(3):2108-2118, 2024. e-Pub 2024. PMID: 37633837.

Qin K, Wang K, Li S, Hong L, Padmakumar P, Waree R, Hubert SM, Le X, Vokes N, Rai K, Vaporciyan A, Gibbons DL, Heymach JV, Lee JJ, Woodman SE, Chung C , Jaffray DA, Altan M, Lou Y, Zhang J . Clinical Benefit from Docetaxel +/- Ramucirumab Is Not Associated with Mutation Status in Metastatic Non-Smal

Hoebel KV, Bridge CP, Ahmed S, Akintola O, Chung C , Huang RY, Johnson JM, Kim A, Ly KI, Chang K, Patel J, Pinho M, Batchelor TT, Rosen BR, Gerstner ER, Kalpathy-Cramer J . Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation. Radiol Artif Intell 6(1):e220231, 2024. e-

Predicting benefit from immune checkpoint inhibitors in patients with non-small-cell lung cancer by CT-based ensemble deep learning: a retrospective study

A framework for standardised tissue sampling and processing during resection of diffuse intracranial glioma: joint recommendations from four RANO groups

National Cancer Institute Collaborative Workshop on Shaping the Landscape of Brain Metastases Research: challenges and recommended priorities

Farhat M, Fuller GN, Wintermark M, Chung C , Kumar VA, Chen M . Multifocal and multicentric glioblastoma: Imaging signature, molecular characterization, patterns of spread, and treatment. Neuroradiol J:19714009231193162. e-Pub 2023. PMID: 37559514.

Celaya, A, Actor, JA, Muthusivarajan, R, Gates, ED, Chung, C , Schellingerhout, D, Rivière, B, Fuentes, DA . PocketNet. IEEE Transactions on Medical Imaging 42(4):1172-1184, 2023. e-Pub 2023. PMID: 36427285.

Celaya A, Actor JA, Muthusivarajan R, Gates E, Chung C , Schellingerhout D, Riviere B, Fuentes AD . PocketNet: A Smaller Neural Network for Medical Image Analysis. IEEE 42(4):1172-1184, 2023. e-Pub 2023.

Xiao Y, Cardenas C, Rhee DJ, Netherton T, Zhang L, Nguyen C, Douglas R, Mumme R, Skett S, Patel T, Trauernicht C, Chung C , Simonds H, Aggarwal A, Court L . Customizable landmark-based field aperture design for automated whole-brain radiotherapy treatment planning. J Appl Clin Med Phys 24(3):e13839,

Cata JP, Hu J, Feng L, Chung C , Woodman SE, Meyer LA . Association between COVID-19 and Postoperative Neurological Complications and Antipsychotic Medication Use after Cancer Surgery: A Retrospective Study. J Pers Med 13(2), 2023. e-Pub 2023. PMID: 36836508.

McGovern SL, Luo D, Johnson J, Nguyen K, Li J, McAleer MF, Yeboa D, Grosshans DR, Ghia AJ, Chung C , Bishop AJ, Song J, Thall PF, Brown PD, Mahajan A . A Prospective Study of Conventionally Fractionated Dose Constraints for Re-Irradiation of Primary Brain Tumors in Adults. Pract Radiat Oncol 13(3):2