390 citations
- Henry Ford HospitalUS3 papers
- Massachusetts General HospitalUS3 papers
- Michigan State UniversityUS3 papers
- New York UniversityUS3 papers
- The University of Texas MD Anderson Cancer CenterUS3 papers
- The University of Texas Southwestern Medical CenterUS3 papers
- Thomas Jefferson UniversityUS3 papers
- University of Alabama at BirminghamUS3 papers
- University of California SystemUS3 papers
- University of TehranIR3 papers
- University of TorontoCA3 papers
- Yonsei UniversityKR3 papers
15 papers
Integrating Virtual Reality and Large Language Models for Team-Based Non-Technical Skills Training and Evaluation in the Operating Room
Jacob Barker, Doga Demirel, Cullen Jackson +7
Although effective teamwork and communication are critical to surgical safety, structured training for non-technical skills (NTS) remains limited compared with technical simulation…
Development and pilot evaluation of a virtual reality simulator for HDR prostate brachytherapy
Anton Varlukhin, Mackenzie Smith, Fahad Alam +8
Purpose: To develop a virtual reality simulator for high dose rate prostate brachytherapy and to test whether participation is associated with immediate gains in self-reported conf…
Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent
Humza Nusrat, Bing Luo, Ryan Hall +5
Radiotherapy treatment planning is a complex and time-intensive process, often impacted by inter-planner variability and subjective decision-making. To address these challenges, we…
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation
Niloufar Eghbali, Hassan Bagher-Ebadian, Tuka Alhanai +1
Vision Transformers (ViTs) have shown promise in medical image semantic segmentation (MISS) by capturing long-range correlations. However, ViTs often struggle to model local spatia…
Federated Learning Enables Big Data for Rare Cancer Boundary Detection
Sarthak Pati, Ujjwal Baid, Brandon Edwards +276
Although machine learning (ML) has shown promise in numerous domains, there are concerns about generalizability to out-of-sample data. This is currently addressed by centrally shar…
OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines
Aaron Babier, Rafid Mahmood, Binghao Zhang +56
We establish an open framework for developing plan optimization models for knowledge-based planning (KBP) in radiotherapy. Our framework includes reference plans for 100 patients w…