Michael Gensheimer

According to our database, Michael Gensheimer authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Large Language Model-Augmented Auto-Delineation of Treatment Target Volume in Radiation Therapy.

Praveenbalaji Rajendran, Yong Yang, Thomas R. Niedermayr, Michael Gensheimer, Beth M. Beadle, Quynh-Thu Le, Lei Xing, Xianjin Dai

CoRR, 2024

Automated radiotherapy treatment planning guided by GPT-4Vision.

Sheng Liu, Oscar Pastor-Serrano, Yizheng Chen, Matthew Gopaulchan, Weixing Liang, Mark Buyyounouski, Erqi Pollom, Quynh-Thu Le, Michael Gensheimer, Peng Dong, Yong Yang, James Zou, Lei Xing

CoRR, 2024

2023

Adaptive Region-Specific Loss for Improved Medical Image Segmentation.

Yizheng Chen, Lequan Yu, Jen-Yeu Wang, Neil Panjwani, Jean-Pierre Obeid, Wu Liu, Lianli Liu, Nataliya Kovalchuk, Michael Francis Gensheimer, Lucas Kas Vitzthum, Beth M. Beadle, Daniel T. Chang, Quynh-Thu Le, Bin Han, Lei Xing

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

2022

Considerations in the reliability and fairness audits of predictive models for advance care planning.

Jonathan Lu, Amelia Sattler, Samantha Wang, Ali Raza Khaki, Alison Callahan, Scott L. Fleming, Rebecca Fong, Benjamin Ehlert, Ron C. Li, Lisa Shieh, Kavitha Ramchandran, Michael Gensheimer, Sarah Chobot, Stephen Pfohl, Siyun Li, Kenny Shum, Nitin Parikh, Priya Desai, Briththa Seevaratnam, Melanie Hanson, Margaret Smith, Yizhe Xu, Arjun Gokhale, Steven Lin, Michael A. Pfeffer, Winifred Teuteberg, Nigam H. Shah

Frontiers Digit. Health, 2022

Human-level comparable control volume mapping with a deep unsupervised-learning model for image-guided radiation therapy.

Xiaokun Liang, Maxime Bassenne, Dimitre H. Hristov, Md Tauhidul Islam, Wei Zhao, Mengyu Jia, Zhicheng Zhang, Michael Gensheimer, Beth M. Beadle, Quynh Le, Lei Xing

Comput. Biol. Medicine, 2022

2021

Radiological tumour classification across imaging modality and histology.

Jia Wu, Chao Li, Michael Gensheimer, Sukhmani Padda, Fumi Kato, Hiroki Shirato, Yiran Wei, Carola-Bibiane Schönlieb, Stephen John Price, David A. Jaffray, John V. Heymach, Joel W. Neal, Billy W. Loo, Heather Wakelee, Maximilian Diehn, Ruijiang Li

Nat. Mach. Intell., 2021

Automated model versus treating physician for predicting survival time of patients with metastatic cancer.

Michael Francis Gensheimer, Sonya Aggarwal, Kathryn R. K. Benson, Justin N. Carter, Solomon Henry, Douglas J. Wood, Scott G. Soltys, Steven Hancock, Erqi Pollom, Nigam H. Shah, Daniel T. Chang

J. Am. Medical Informatics Assoc., 2021

2020

Cancer Treatment Classification with Electronic Medical Health Records (Student Abstract).

Jiaming Zeng, Imon Banerjee, Michael Francis Gensheimer, Daniel L. Rubin

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Atlas Based Segmentations via Semi-Supervised Diffeomorphic Registrations.

Charles W. Huang, Masoud Badiei, Hyunseok Seo, Ming Ma, Xiaokun Liang, Dante Capaldi, Michael Gensheimer, Lei Xing

CoRR, 2019

2018

A Simple Discrete-Time Survival Model for Neural Networks.

Michael Francis Gensheimer, Balasubramanian Narasimhan

CoRR, 2018

Probabilistic Prognostic Estimates of Survival in Metastatic Cancer Patients (PPES-Met) Utilizing Free-Text Clinical Narratives.

Imon Banerjee, Michael Francis Gensheimer, Douglas J. Wood, Solomon Henry, Daniel T. Chang, Daniel L. Rubin

CoRR, 2018