Changchang Yin

The Ohio State University Wexner Medical Center

Also affiliated with The Ohio State University

Computer ScienceMedicineHealth Professions

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 18 papers. Top paper: “Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder”.

Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder

arXiv (Cornell University)(2020)10.1145/3394486.3403129

N/A

0DataRank · unranked

46 citations

Ruoqi Liu, Dongdong Zhang, Ping Zhang, Changchang Yin

A fair and interpretable network for clinical risk prediction: a regularized multi-view multi-task learning approach

Knowledge and Information Systems(2022)10.1007/s10115-022-01813-2

N/A

0DataRank · unranked

11 citations

Changchang Yin, Laxmi S. Mehta, Xueru Zhang, Ping Zhang, Thai-Hoang Pham

Predicting Age-Related Macular Degeneration Progression with Contrastive Attention and Time-Aware LSTM

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining(2022)10.1145/3534678.3539163

N/A

0DataRank · unranked

9 citations

Sayoko Eileen Moroi, Ping Zhang, Changchang Yin

Deconfounding Actor-Critic Network with Policy Adaptation for Dynamic Treatment Regimes

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining(2022)10.1145/3534678.3539413

N/A

0DataRank · unranked

5 citations

Ruoqi Liu, Jeffrey M. Caterino, Ping Zhang, Changchang Yin

Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis

arXiv (Cornell University)(2023)10.48550/arxiv.2309.12368

N/A

0DataRank · unranked

7 citations

Jianing Yu, Xuhai Xu, Changchang Yin, Yuxuan Lu, Bingsheng Yao +6 more

Multimodal Risk Prediction with Physiological Signals, Medical Images and Clinical Notes

medRxiv(2023)10.1101/2023.05.18.23290207

N/A

0DataRank · unranked

4 citations

Changchang Yin, Ping Zhang, Yuanlong Wang

Multimodal risk prediction with physiological signals, medical images and clinical notes

Heliyon(2024)10.1016/j.heliyon.2024.e26772

N/A

0DataRank · unranked

44 citations

Changchang Yin, Ping Zhang, Yuanlong Wang

Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis

PubMed(2024)10.1145/3613904.3642343

N/A

0DataRank · unranked

75 citations

Jianing Yu, Xuhai Xu, Changchang Yin, Yuxuan Lu, Bingsheng Yao +6 more

SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing

PubMed(2024)10.1145/3637528.3671586

N/A

0DataRank · unranked

8 citations

Ping‐Yu Chen, Bingsheng Yao, Dakuo Wang, Jeffrey M. Caterino, Ping Zhang +1 more

Predictive Modeling with Temporal Graphical Representation on Electronic Health Records

arXiv (Cornell University)(2024)10.48550/arxiv.2405.03943

N/A

0DataRank · unranked

1 citations

Changchang Yin, Yuanlong Wang, Ping Zhang, Jiayuan Chen

CardioAI: A Multimodal AI-based System to Support Symptom Monitoring and Risk Detection of Cancer Treatment-Induced Cardiotoxicity

arXiv (Cornell University)(2024)10.48550/arxiv.2410.04592

N/A

0DataRank · unranked

1 citations

Weidan Cao, Shihan Fu, Bingsheng Yao, Yang, Ziqi, Changchang Yin +5 more

Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm

arXiv (Cornell University)(2024)10.48550/arxiv.2412.13036

N/A

0DataRank · unranked

0 citations

Yuanlong Wang, Changchang Yin, Xueru Zhang, Ping Zhang, Thai-Hoang Pham

SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction

arXiv (Cornell University)(2024)10.48550/arxiv.2501.00190

N/A

0DataRank · unranked

0 citations

Shihan Fu, Bingsheng Yao, Thai-Hoang Pham, Weidan Cao, Dakuo Wang +3 more

A Proactive Agent Collaborative Framework for Zero‐Shot Multimodal Medical Reasoning

Advanced Intelligent Systems(2025)10.1002/aisy.202400840

N/A

0DataRank · unranked

9 citations

Fenglin Liu, Jiayuan Chen, Changchang Yin, Ping Zhang, Zishan Gu

MedVH: Toward Systematic Evaluation of Hallucination for Large Vision Language Models in the Medical Context

Advanced Intelligent Systems(2025)10.1002/aisy.202500255

N/A

0DataRank · unranked

9 citations

Jiayuan Chen, Fenglin Liu, Changchang Yin, Ping Zhang, Zishan Gu

CardioAI: A Multimodal AI-based System to Support Symptom Monitoring and Risk Prediction of Cancer Treatment-Induced Cardiotoxicity

PubMed(2025)10.1145/3706598.3714272

N/A

0DataRank · unranked

16 citations

Weidan Cao, Shihan Fu, Bingsheng Yao, Ziqi Yang, Changchang Yin +5 more

SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction

PubMed(2025)10.1145/3690624.3709402

N/A

0DataRank · unranked

3 citations

Shihan Fu, Bingsheng Yao, Thai-Hoang Pham, Weidan Cao, Dakuo Wang +3 more

Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm

Proceedings of the AAAI Conference on Artificial Intelligence(2025)10.1609/aaai.v39i19.34191

N/A

0DataRank · unranked

0 citations

Yuanlong Wang, Changchang Yin, Xueru Zhang, Ping Zhang, Thai-Hoang Pham