Robert Timmerman

According to our database, Robert Timmerman authored at least 5 papers between 2018 and 2025.

Collaborative distances:

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

2025

Exploring Strategies for Personalized Radiation Therapy Part I Unlocking Response-Related Tumor Subregions with Class Activation Mapping.

Hao Peng, Steve B. Jiang, Robert Timmerman

CoRR, June, 2025

Exploring Strategies for Personalized Radiation Therapy Part II Predicting Tumor Drift Patterns with Diffusion Models.

Hao Peng, Steve Jiang, Robert Timmerman

CoRR, June, 2025

2024

Understanding the PULSAR Effect in Combined Radiotherapy and Immunotherapy through Attention Mechanisms with a Transformer Model.

Hao Peng, Casey Moore, Debabrata Saha, Steve Jiang, Robert Timmerman

CoRR, 2024

2022

Performance Deterioration of Deep Learning Models after Clinical Deployment: A Case Study with Auto-segmentation for Definitive Prostate Cancer Radiotherapy.

Biling Wang, Michael Dohopolski, Ti Bai, Junjie Wu, Raquibul Hannan, Neil Desai, Aurelie Garant, Dan Nguyen, Xinlei Wang, Mu-Han Lin, Robert Timmerman, Steve B. Jiang

CoRR, 2022

2018

A pilot study using kernelled support tensor machine for distant failure prediction in lung SBRT.

Shulong Li, Ning Yang, Bin Li, Zhiguo Zhou, Hongxia Hao, Michael R. Folkert, Puneeth Iyengar, Kenneth Westover, Hak Choy, Robert Timmerman, Steve B. Jiang, Jing Wang

Medical Image Anal., 2018