David Melnick
Northwestern University(US)
Publications by Year
Research Areas
Radiomics and Machine Learning in Medical Imaging, COVID-19 diagnosis using AI, Atrial Fibrillation Management and Outcomes, AI in cancer detection, Artificial Intelligence in Healthcare and Education
Most-Cited Works
- → International evaluation of an AI system for breast cancer screening(2020)2,975 cited
- → Generative Artificial Intelligence for Chest Radiograph Interpretation in the Emergency Department(2023)92 cited
- → Simplified Transfer Learning for Chest Radiography Models Using Less Data(2022)54 cited
- → Deep learning for distinguishing normal versus abnormal chest radiographs and generalization to two unseen diseases tuberculosis and COVID-19(2021)52 cited
- → Addendum: International evaluation of an AI system for breast cancer screening(2020)37 cited
- → Triaging mammography with artificial intelligence: an implementation study(2025)13 cited
- → Assistive AI in Lung Cancer Screening: A Retrospective Multinational Study in the United States and Japan(2024)12 cited
- → Technological Adjuncts to Streamline Patient Recruitment, Informed Consent, and Data Management Processes in Clinical Research: Observational Study(2024)1 cited
- → Effects Upon Postoperative Atrial Fibrillation Prediction of Varied Observation Time Windows(2019)1 cited
- → Deep Learning for Distinguishing Normal versus Abnormal Chest Radiographs and Generalization to Unseen Diseases(2020)1 cited