James Thomas Patrick Decourcy Hallinan

Effect of Training Data Volume on Performance of Convolutional Neural Network Pneumothorax Classifiers

2022 · 28 Zit. · Journal of Digital Imaging

Application of Artificial Intelligence Methods on Osteoporosis Classification with Radiographs—A Systematic Review

2024 · 22 Zit. · Bioengineering

Enhancing Radiologist Productivity with Artificial Intelligence in Magnetic Resonance Imaging (MRI): A Narrative Review

2025 · 15 Zit. · Diagnostics

MRI spine request form enhancement and auto protocoling using a secure institutional large language model

2024 · 11 Zit. · The Spine Journal

When can we Kick (Some) Humans “Out of the Loop”? An Examination of the use of AI in Medical Imaging for Lumbar Spinal Stenosis

2024 · 6 Zit. · Asian Bioethics Review

International Retrospective Observational Study of Continual Learning for AI on Endotracheal Tube Placement from Chest Radiographs

2025 · 1 Zit. · NEJM AI

Automating the Management of Extra-Spinal Findings in MRI Spine Studies Using a Privacy-Preserving Large Language Model: A Single-Institution Feasibility Study (Preprint)

2025 · 0 Zit.

A Data Analytics Dashboard for Pre-MRI Safety Screening of Implantable Medical Devices (Preprint)

2025 · 0 Zit.

An Institutional Large Language Model for Musculoskeletal MRI Improves Protocol Adherence and Accuracy

2025 · 0 Zit. · Journal of Bone and Joint Surgery

An Institutional Large Language Model for Musculoskeletal MRI Improves Protocol Adherence and Accuracy

2025 · 0 Zit. · Seminars in Musculoskeletal Radiology