Vishwa S. Parekh

Deep learning and radiomics in precision medicine

2019 · 239 Zit. · Expert Review of Precision Medicine and Drug Development

Generalizability and Bias in a Deep Learning Pediatric Bone Age Prediction Model Using Hand Radiographs

2022 · 45 Zit. · Radiology

Open-Source Large Language Models in Radiology: A Review and Tutorial for Practical Research and Clinical Deployment

2025 · 35 Zit. · Radiology

Exploring the Clinical Translation of Generative Models Like ChatGPT: Promise and Pitfalls in Radiology, From Patients to Population Health

2023 · 27 Zit. · Journal of the American College of Radiology

Medical imaging data science competitions should report dataset demographics and evaluate for bias

2023 · 26 Zit. · Nature Medicine

Cross-Domain Federated Learning in Medical Imaging

2021 · 21 Zit. · arXiv (Cornell University)

General-Purpose Large Language Models Versus a Domain-Specific Natural Language Processing Tool for Label Extraction From Chest Radiograph Reports

2024 · 16 Zit. · American Journal of Roentgenology

Evaluation of Multimodal ChatGPT (GPT-4V) in Describing Mammography Image Features

2024 · 15 Zit. · Canadian Association of Radiologists Journal

Performance and Usability of Code-Free Deep Learning for Chest Radiograph Classification, Object Detection, and Segmentation

2023 · 15 Zit. · Radiology Artificial Intelligence

Systematic Review of Radiology Residency Artificial Intelligence Curricula: Preparing Future Radiologists for the Artificial Intelligence Era

2023 · 14 Zit. · Journal of the American College of Radiology

Sociodemographic biases in a commercial AI model for intracranial hemorrhage detection

2024 · 7 Zit. · Emergency Radiology

Best Practices for the Safe Use of Large Language Models and Other Generative AI in Radiology

2025 · 4 Zit. · Radiology

Towards Fair Medical AI: Adversarial Debiasing of 3D CT Foundation Embeddings

2025 · 0 Zit. · ArXiv.org

Text2Cohort: Facilitating Intuitive Access to Biomedical Data with Natural Language Cohort Discovery

2023 · 0 Zit. · arXiv (Cornell University)

Beyond the <i>AJR</i>: Early Applications of Generative Artificial Intelligence for Radiology Report Interpretation

2023 · 0 Zit. · American Journal of Roentgenology