Mengling Feng

A survey of large language models for healthcare: from data, technology, and applications to accountability and ethics

2025 · 95 Zit. · Information Fusion

A “datathon” model to support cross-disciplinary collaboration

2016 · 78 Zit. · Science Translational Medicine

Federated Learning for Electronic Health Records

2022 · 77 Zit. · ACM Transactions on Intelligent Systems and Technology

A Survey of Large Language Models for Healthcare: From Data, Technology, and Applications to Accountability and Ethics

2024 · 64 Zit. · SSRN Electronic Journal

Has multimodal learning delivered universal intelligence in healthcare? A comprehensive survey

2024 · 51 Zit. · Information Fusion

Artificial intelligence and machine learning in prehospital emergency care: A scoping review

2023 · 34 Zit. · iScience

Making Big Data Useful for Health Care: A Summary of the Inaugural MIT Critical Data Conference

2014 · 29 Zit. · DSpace@MIT (Massachusetts Institute of Technology)

Effect of Training Data Volume on Performance of Convolutional Neural Network Pneumothorax Classifiers

2022 · 28 Zit. · Journal of Digital Imaging

A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics

2023 · 28 Zit. · arXiv (Cornell University)

From screens to scenes: A survey of embodied AI in healthcare

2025 · 20 Zit. · Information Fusion

Building ICU In-hospital Mortality Prediction Model with Federated Learning

2020 · 19 Zit. · Lecture notes in computer science

The effects of deep network topology on mortality prediction

2016 · 13 Zit.

Today’s radiologists meet tomorrow’s AI: the promises, pitfalls, and unbridled potential

2021 · 12 Zit. · Quantitative Imaging in Medicine and Surgery

Artificial Intelligence and Data Science for Healthcare: Bridging Data-Centric AI and People-Centric Healthcare

2024 · 7 Zit.

Artificial Intelligence and Machine Learning in Prehospital Emergency Care: A Systematic Scoping Review

2023 · 6 Zit.