output
20062025
most citedEnhancing Clinical Concept Extraction with Contextual Embeddings

338 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2022 · physics.med-phShow all

2 papers · 2 filters

physics.med-ph2022★ 58 cited

Deep Learning-Based Dose Prediction for Automated, Individualized Quality Assurance of Head and Neck Radiation Therapy Plans

Mary P. Gronberg, Beth M. Beadle, Adam S. Garden +20

Purpose: This study aimed to use deep learning-based dose prediction to assess head and neck (HN) plan quality and identify suboptimal plans. Methods: A total of 245 VMAT HN plans…

physics.med-ph2022★ 56 cited

Automation of Radiation Treatment Planning for Rectal Cancer

Kai Huang, Prajnan Das, Adenike M. Olanrewaju +9

To develop an automated workflow for rectal cancer three-dimensional conformal radiotherapy treatment planning that combines deep-learning(DL) aperture predictions and forward-plan…