Molly O'Brien

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Surgical Planning

Laplacian Eigenmaps

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Medical Imaging: Image Processing

Publications

Molly O'Brien, Brett Wolfinger, Julia V. Bukowski, Mathias Unberath, Aria Pezeshk, Greg Hager
Mapping DNN Embedding Manifolds for Network Generalization Prediction. WACV (2023)
Molly O'Brien, Julia V. Bukowski, Mathias Unberath, Aria Pezeshk, Greg Hager
Mapping DNN Embedding Manifolds for Network Generalization Prediction. CoRR (2022)
Molly O'Brien, Mike Medoff, Julia V. Bukowski, Greg Hager
Network Generalization Prediction for Safety Critical Tasks in Novel Operating Domains. WACV (2022)
Molly O'Brien, Julia V. Bukowski, Greg Hager, Aria Pezeshk, Mathias Unberath
Evaluating neural network robustness for melanoma classification using mutual information. Medical Imaging: Image Processing (2022)
Yotam Barnoy, Molly O'Brien, Will Wang, Gregory D. Hager
Robotic Surgery With Lean Reinforcement Learning. CoRR (2021)
Molly O'Brien, Mike Medoff, Julia V. Bukowski, Greg Hager
Network Generalization Prediction for Safety Critical Tasks in Novel Operating Domains. CoRR (2021)
Tae Soo Kim, Molly O'Brien, Sidra Zafar, Gregory D. Hager, Shameema Sikder, S. Swaroop Vedula
Objective assessment of intraoperative technical skill in capsulorhexis using videos of cataract surgery. Int. J. Comput. Assist. Radiol. Surg. 14 (6) (2019)
Molly O'Brien, William M. Goble, Greg Hager, Julia V. Bukowski
Dependable Neural Networks for Safety Critical Tasks. CoRR (2019)