Jae Ho Sohn

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

2021 · 690 Zit. · Nature Medicine

Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms

2020 · 409 Zit. · JAMA Network Open

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

2021 · 44 Zit. · Research Square

An Open-Source, Vender Agnostic Hardware and Software Pipeline for Integration of Artificial Intelligence in Radiology Workflow

2020 · 39 Zit. · Journal of Digital Imaging

Domain specific word embeddings for natural language processing in radiology

2020 · 28 Zit. · Journal of Biomedical Informatics

An open-source fine-tuned large language model for radiological impression generation: a multi-reader performance study

2024 · 25 Zit. · BMC Medical Imaging

Application of a Domain-specific BERT for Detection of Speech Recognition Errors in Radiology Reports

2022 · 21 Zit. · Radiology Artificial Intelligence

Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning

2020 · 18 Zit. · Radiology Artificial Intelligence

Development and web deployment of an automated neuroradiology MRI protocoling tool with natural language processing

2021 · 15 Zit. · BMC Medical Informatics and Decision Making

Algorithmic Prediction of Delayed Radiology Turn-Around-Time during Non-Business Hours

2021 · 6 Zit. · Academic Radiology

RadSearch, a Semantic Search Model for Accurate Radiology Report Retrieval with Large Language Model Integration

2025 · 5 Zit. · Radiology

Clinical language search algorithm from free-text: facilitating appropriate imaging

2022 · 4 Zit. · BMC Medical Imaging

Can Generative AI Support Patients' & Caregivers' Informational Needs? Towards Task-Centric Evaluation Of AI Systems

2024 · 2 Zit. · arXiv (Cornell University)

Automatic Hip Fracture Identification and Functional Subclassification\n with Deep Learning

2019 · 2 Zit. · arXiv (Cornell University)

An Open-source Fine-tuned Large Language Model for Radiological Impression Generation: A Multi-reader Performance Study

2024 · 1 Zit. · Research Square