Cheng Ding

Nanjing University of Aeronautics and Astronautics

MedicineEngineering

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 14 papers. Top paper: “Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment”.

Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment

IEEE Access(2021)10.1109/access.2021.3054613

N/A

0.520DataRank · unranked

31 citations

Cheng Ding, Tânia Pereira, Ran Xiao, Kais Gadhoumi, Karl Meisel +4 more

SiamQuality: a ConvNet-based foundation model for photoplethysmography signals

Physiological Measurement(2024)10.1088/1361-6579/ad6747

N/A

0.470DataRank · unranked

22 citations

Zhicheng Guo, Zhaoliang Chen, Randall J. Lee, Cynthia Rudin, Xiao Hu +1 more

Sparse learned kernels for interpretable and efficient medical time series processing

arXiv (Cornell University)(2023)10.48550/arxiv.2307.05385

N/A

0.208DataRank · unranked

3 citations

Zhicheng Guo, Cheng Ding, Xiao Hu, Cynthia Rudin, Sully F. Chen

Integrating multimodal information in machine learning for classifying acute myocardial infarction

Physiological Measurement(2023)10.1088/1361-6579/acc77f

N/A

0DataRank · unranked

26 citations

Cheng Ding, Xiao Hu, Gari D. Clifford, David W. Wright, Amit Shah +3 more

Photoplethysmography based atrial fibrillation detection: an updated review from July 2019

arXiv (Cornell University)(2023)10.48550/arxiv.2310.14155

N/A

0DataRank · unranked

0 citations

Ran Xiao, Weijia Wang, Elizabeth Holdsworth, Xiao Hu, Cheng Ding

Reconsideration on evaluation of machine learning models in continuous monitoring using wearables

arXiv (Cornell University)(2023)10.48550/arxiv.2312.02300

N/A

0DataRank · unranked

0 citations

Zhicheng Guo, Cynthia Rudin, Ran Xiao, Fadi Nahab, Xiao Hu +1 more

ML for MI - Integrating Multimodal Information in Machine Learning for Predicting Acute Myocardial Infarction

medRxiv(2022)10.1101/2022.10.25.22281536

N/A

0DataRank · unranked

1 citations

Cheng Ding, Xiao Hu, Jessica K. Zègre‐Hemsey, Ran Xiao

Photoplethysmography based atrial fibrillation detection: a continually growing field

Physiological Measurement(2024)10.1088/1361-6579/ad37ee

N/A

0DataRank · unranked

18 citations

Ran Xiao, Weijia Wang, Elizabeth Holdsworth, Xiao Hu, Cheng Ding

Sparse learned kernels for interpretable and efficient medical time series processing

Nature Machine Intelligence(2024)10.1038/s42256-024-00898-4

N/A

0DataRank · unranked

11 citations

Zhicheng Guo, Cheng Ding, Xiao Hu, Cynthia Rudin, Sully F. Chen

Learning From Alarms: A Robust Learning Approach for Accurate Photoplethysmography-Based Atrial Fibrillation Detection Using Eight Million Samples Labeled With Imprecise Arrhythmia Alarms

IEEE Journal of Biomedical and Health Informatics(2024)10.1109/jbhi.2024.3360952

N/A

0DataRank · unranked

5 citations

Zhicheng Guo, Cynthia Rudin, Ran Xiao, Amit Shah, Duc H. +5 more

SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals

arXiv (Cornell University)(2024)10.48550/arxiv.2404.15353

N/A

0DataRank · unranked

1 citations

Cheng Ding, Ran Xiao, А. И. Федоров, Randall J. Lee, Fadi Nahab +2 more

GPT-PPG: a GPT-based foundation model for photoplethysmography signals

Physiological Measurement(2025)10.1088/1361-6579/add988

N/A

0DataRank · unranked

7 citations

Cheng Ding, Saurabh Kataria, Runze Yan, Minxiao Wang, Randall J. Lee +2 more

The 2023 wearable photoplethysmography roadmap

Physiological Measurement(2023)10.1088/1361-6579/acead2

N/A

0DataRank · unranked

155 citations

John Allen, Raquel Bailón, Stephanie Baker, Joachim A Behar, Fei Chen +46 more

Integrating multimodal information in machine learning for classifying acute myocardial infarction

UNC Libraries(2025)10.17615/hckc-w743

N/A

0DataRank · unranked

0 citations

Xiao Hu, Salah S. Al‐Zaiti, Amit Shah, Ran Xiao, Gari D. Clifford +3 more