Liantao Ma

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

2024 · 7 Zit.

ClinicRealm: Re-evaluating Large Language Models with Conventional Machine Learning for Non-Generative Clinical Prediction Tasks

2024 · 2 Zit. · arXiv (Cornell University)

Mortality Prediction with Adaptive Feature Importance Recalibration for Peritoneal Dialysis Patients: a deep-learning-based study on a real-world longitudinal follow-up dataset

2023 · 1 Zit. · arXiv (Cornell University)

Imputation with Inter-Series Information from Prototypes for Healthcare Time Series

2025 · 0 Zit. · Journal of Computer Science and Technology

A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care

2022 · 0 Zit. · arXiv (Cornell University)

HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research

2025 · 0 Zit. · ArXiv.org

MedAgentAudit: Diagnosing and Quantifying Collaborative Failure Modes in Medical Multi-Agent Systems

2025 · 0 Zit. · ArXiv.org

Protocol to process follow-up electronic medical records of peritoneal dialysis patients to train AI models

2024 · 0 Zit. · STAR Protocols