Stephanie A. Harmon

Federated learning for predicting clinical outcomes in patients with COVID-19

2021 · 690 Zit. · Nature Medicine

Federated learning improves site performance in multicenter deep learning without data sharing

2020 · 224 Zit. · Journal of the American Medical Informatics Association

Federated Learning used for predicting outcomes in SARS-COV-2 patients

2021 · 44 Zit. · Research Square

Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation

2021 · 36 Zit. · arXiv (Cornell University)

The future of multimodal artificial intelligence models for integrating imaging and clinical metadata: a narrative review

2024 · 34 Zit. · Diagnostic and Interventional Radiology

The Low Rate of Adherence to Checklist for Artificial Intelligence in Medical Imaging Criteria Among Published Prostate MRI Artificial Intelligence Algorithms

2022 · 25 Zit. · Journal of the American College of Radiology

Harnessing clinical annotations to improve deep learning performance in prostate segmentation

2021 · 10 Zit. · PLoS ONE

A selective CutMix approach improves generalizability of deep learning-based grading and risk assessment of prostate cancer

2024 · 7 Zit. · Journal of Pathology Informatics

Research-based clinical deployment of artificial intelligence algorithm for prostate MRI

2025 · 5 Zit. · Abdominal Radiology

Generative Artificial Intelligence in Prostate Cancer Imaging

2025 · 5 Zit. · Balkan Medical Journal

External Validation of an Artificial Intelligence Algorithm Using Biparametric MRI and Its Simulated Integration with Conventional PI-RADS for Prostate Cancer Detection

2025 · 5 Zit. · Academic Radiology

From manual clinical criteria to machine learning algorithms: Comparing outcome endpoints derived from diverse electronic health record data modalities

2025 · 3 Zit. · PLOS Digital Health

PD36-02 EVALUATING AI ASSISTANCE IN PROSTATE BPMRI INTERPRETATION: A MULTI-READER STUDY

2024 · 0 Zit. · The Journal of Urology

Physician-guided deep learning model for assessing thymic epithelial tumor volume

2025 · 0 Zit. · Journal of Medical Imaging