James Thomas Patrick Decourcy Hallinan

Deep Learning Systems for Pneumothorax Detection on Chest Radiographs: A Multicenter External Validation Study

2021 · 44 Zit. · Radiology Artificial Intelligence

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 · 26 Zit. · Bioengineering

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

2025 · 19 Zit. · Diagnostics

Detection of Pneumothorax with Deep Learning Models: Learning From Radiologist Labels vs Natural Language Processing Model Generated Labels

2021 · 13 Zit. · Academic Radiology

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

2024 · 12 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 · 8 Zit. · Asian Bioethics Review

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

2025 · 2 Zit. · NEJM AI

Deep learning models for lumbar spinal stenosis on MRI: model comparison and clinical benchmarking

2025 · 1 Zit. · European Spine Journal

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

2025 · 1 Zit. · Journal of Bone and Joint Surgery

Initial Insights Into an Institutional Secure Large Language Model for Magnetic Resonance Imaging Examination Requests: Retrospective Study

2026 · 0 Zit. · Journal of Medical Internet Research

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. · Seminars in Musculoskeletal Radiology