Ross W. Filice

Implementing Machine Learning in Radiology Practice and Research

2017 · 302 Zit. · American Journal of Roentgenology

The emerging science of quantitative imaging biomarkers terminology and definitions for scientific studies and regulatory submissions

2014 · 283 Zit. · Statistical Methods in Medical Research

Artificial Intelligence Algorithm Improves Radiologist Performance in Skeletal Age Assessment: A Prospective Multicenter Randomized Controlled Trial

2021 · 79 Zit. · Radiology

Improving Radiology Report Quality by Rapidly Notifying Radiologist of Report Errors

2015 · 33 Zit. · Journal of Digital Imaging

The Case for User-Centered Artificial Intelligence in Radiology

2020 · 29 Zit. · Radiology Artificial Intelligence

Evaluating Artificial Intelligence Systems to Guide Purchasing Decisions

2020 · 27 Zit. · Journal of the American College of Radiology

Deep-Learning Language-Modeling Approach for Automated, Personalized, and Iterative Radiology-Pathology Correlation

2019 · 24 Zit. · Journal of the American College of Radiology

Radiology-Pathology Correlation to Facilitate Peer Learning: An Overview Including Recent Artificial Intelligence Methods

2019 · 21 Zit. · Journal of the American College of Radiology

PathBot: A Radiology-Pathology Correlation Dashboard

2017 · 18 Zit. · Journal of Digital Imaging

Comparison-Bot: an Automated Preliminary-Final Report Comparison System

2015 · 17 Zit. · Journal of Digital Imaging

Improving the Efficacy of ACR TI-RADS Through Deep Learning-Based Descriptor Augmentation

2023 · 17 Zit. · Journal of Digital Imaging

Effectiveness of Deep Learning Algorithms to Determine Laterality in Radiographs

2019 · 15 Zit. · Journal of Digital Imaging

Federated Deep Learning to More Reliably Detect Body Part for Hanging Protocols, Relevant Priors, and Workflow Optimization

2022 · 10 Zit. · Journal of Digital Imaging

Radiology Reporting in the Era of Patient-Centered Care: How Can We Improve Readability?

2021 · 8 Zit. · Journal of Digital Imaging

Constructing a Computer-Aided Differential Diagnosis Engine from Open-Source APIs

2016 · 6 Zit. · Journal of Digital Imaging