Alexander D. Weston

Automated Abdominal Segmentation of CT Scans for Body Composition Analysis Using Deep Learning

Alexander D. Weston, Panagiotis Korfiatis, Timothy L. Kline et al. · Radiology · 2018 · 333 citations

Medical Image Segmentation, Engineering, Machine Learning +20

Phases of Metabolic and Soft Tissue Changes in Months Preceding a Diagnosis of Pancreatic Ductal Adenocarcinoma

Raghuwansh P. Sah, Ayush Sharma, Sajan Jiv Singh Nagpal et al. · Gastroenterology · 2019 · 124 citations · Full text

Soft Tissue Changes, Pancreatic Cancer, Pancreatic Fluid Collection +8

Generative Adversarial Networks to Synthesize Missing T1 and FLAIR MRI Sequences for Use in a Multisequence Brain Tumor Segmentation Model

Gian Marco Conte, Alexander D. Weston, David C. Vogelsang et al. · Radiology · 2021 · 116 citations · Full text

Deep Learning in Radiology: Does One Size Fit All?

Bradley J. Erickson, Panagiotis Korfiatis, Timothy L. Kline et al. · Journal of the American College of Radiology · 2018 · 115 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

A Deep Learning Tool for Automated Radiographic Measurement of Acetabular Component Inclination and Version After Total Hip Arthroplasty

Pouria Rouzrokh, Cody C. Wyles, Kenneth A. Philbrick et al. · The Journal of Arthroplasty · 2021 · 91 citations · Full text

Image Analysis, Machine Learning, Medical Imaging +12