Caroline Chung

15 papers Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI and innovation in clinical trials.
npj Digit. Medicine
Aarav Badani, Fabio Ynoe de Moraes, Philipp Vollmuth, Caroline Chung, Alireza Mansouri
2025 J jnl
MLPrE - A tool for preprocessing and exploratory data analysis prior to machine learning model construction.
CoRR
David S. Maxwell, Michael Darkoh, Sidharth R. Samudrala, Caroline Chung, Stephanie T. Schmidt, Bissan Al-Lazikani
2025 — conf
Pre- and Post-Treatment Glioma Segmentation with the Medical Imaging Segmentation Toolkit.
BraTS-Lighthouse/AIMS-TBI@MICCAI (1)
Adrian Celaya, Tucker J. Netherton, Dawid Schellingerhout, Caroline Chung, Beatrice Riviere, David Fuentes
2025 J jnl
Pre- and Post-Treatment Glioma Segmentation with the Medical Imaging Segmentation Toolkit.
CoRR
Adrian Celaya, Tucker J. Netherton, Dawid Schellingerhout, Caroline Chung, Beatrice Riviere, David Fuentes
2025 J jnl
Survey and perspective on verification, validation, and uncertainty quantification of digital twins for precision medicine.
npj Digit. Medicine
Kaan Sel, Andrea Hawkins-Daarud, Anirban Chaudhuri, Deen Osman, Ahmad Bahai, David Paydarfar, Karen Willcox, Caroline Chung, Roozbeh Jafari
2024 J jnl
MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation Framework.
CoRR
Adrian Celaya, Evan Lim, Rachel Glenn, Brayden Mi, Alex Balsells, Tucker J. Netherton, Caroline Chung, Beatrice Riviere, David Fuentes
2023 J jnl
PocketNet: A Smaller Neural Network for Medical Image Analysis.
IEEE Trans. Medical Imaging
Adrian Celaya, Jonas A. Actor, Rajarajeswari Muthusivarajan, Evan D. H. Gates, Caroline Chung, Dawid Schellingerhout, Beatrice Riviere, David Fuentes
2022 — conf
Evaluating the Performance of StyleGAN2-ADA on Medical Images.
SASHIMI@MICCAI
McKell Woodland, John Wood, Brian M. Anderson, Suprateek Kundu, Ethan Lin, Eugene J. Koay, Bruno Odisio, Caroline Chung, Hyunseon Christine Kang, Aradhana M. Venkatesan, Sireesha Yedururi, Brian De, Yuan-Mao Lin, Ankit B. Patel, Kristy K. Brock
2022 J jnl
Evaluating the Performance of StyleGAN2-ADA on Medical Images.
CoRR
McKell Woodland, John Wood, Brian M. Anderson, Suprateek Kundu, Ethan Lin, Eugene J. Koay, Bruno Odisio, Caroline Chung, Hyunseon Christine Kang, Aradhana M. Venkatesan, Sireesha Yedururi, Brian De, Yuan-Mao Lin, Ankit B. Patel, Kristy K. Brock
2022 J jnl
Integrative Imaging Informatics for Cancer Research: Workflow Automation for Neuro-oncology (I3CR-WANO).
CoRR
Satrajit Chakrabarty, Syed Amaan Abidi, Mina Mousa, Mahati Mokkarala, Isabelle Hren, Divya Yadav, Matthew Kelsey, Pamela LaMontagne, John Wood, Michael Adams, Yuzhuo Su, Sherry Thorpe, Caroline Chung, Aristeidis Sotiras, Daniel S. Marcus
2022 — conf
Is this good enough? On expert perception of brain tumor segmentation quality.
Image Perception, Observer Performance, and Technology Assessment
Katharina Hoebel, Christopher P. Bridge, Sara Ahmed, Oluwatosin Akintola, Caroline Chung, Raymond Y. Huang, Jason Johnson, Albert E. Kim, K. Ina Ly, Ken Chang, Jay B. Patel, Marco Pinho, Tracy Batchelor, Bruce R. Rosen, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer
2022 J jnl
Mathematical modeling of cancer immunotherapy for personalized clinical translation.
Nat. Comput. Sci.
Joseph D. Butner, Prashant Dogra, Caroline Chung, Renata Pasqualini, Wadih Arap, John S. Lowengrub, Vittorio Cristini, Zhihui Wang
2021 J jnl
Correlation between image quality metrics of magnetic resonance images and the neural network segmentation accuracy.
CoRR
Rajarajeswari Muthusivarajan, Adrian Celaya, Joshua P. Yung, Satish Viswanath, Daniel S. Marcus, Caroline Chung, David Fuentes
2021 J jnl
PocketNet: A Smaller Neural Network for 3D Medical Image Segmentation.
CoRR
Adrian Celaya, Jonas A. Actor, Rajarajeswari Muthusivarajan, Evan D. H. Gates, Caroline Chung, Dawid Schellingerhout, Beatrice Riviere, David Fuentes
2021 — conf
Probabilistic segmentation of small metastatic brain tumors using liquid state machine ensemble.
Computer-Aided Diagnosis
Andrew Elliott, Cole Morgan, Carlo Torres, Caroline Chung