Changchang Yin
The Ohio State University(US)
Publications by Year
Research Areas
Machine Learning in Healthcare, Topic Modeling, Artificial Intelligence in Healthcare, Sepsis Diagnosis and Treatment, Retinal Imaging and Analysis
Most-Cited Works
- → Combining structured and unstructured data for predictive models: a deep learning approach(2020)237 cited
- → Contrastive Attention for Automatic Chest X-ray Report Generation(2021)149 cited
- → Measuring Patient Similarities via a Deep Architecture with Medical Concept Embedding(2016)124 cited
- → Automatic Generation of Medical Imaging Diagnostic Report with Hierarchical Recurrent Neural Network(2019)95 cited
- → Domain Knowledge Guided Deep Learning with Electronic Health Records(2019)72 cited
- → An interpretable deep-learning model for early prediction of sepsis in the emergency department(2021)66 cited
- → Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis(2024)58 cited
- → Marrying Medical Domain Knowledge With Deep Learning on Electronic Health Records: A Deep Visual Analytics Approach(2020)47 cited
- → Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder(2020)45 cited
- → Deep Similarity-Based Batch Mode Active Learning with Exploration-Exploitation(2017)43 cited