🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Chenyang Lu

Washington University in St. Louis

ORCID: 0000-0003-1709-6769

MedicinePsychology

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

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Papers

Driven by 13 papers. Top paper: “Cross-trial prediction of depression remission using problem-solving therapy: A machine learning approach”.

Cross-trial prediction of depression remission using problem-solving therapy: A machine learning approach

Journal of Affective Disorders(2022)10.1016/j.jad.2022.04.015

N/A

0.809DataRank · unranked

17 citations

Ruixuan Dai, Nan Lv, Lan Xiao, Chenyang Lu, Olusola Ajilore +6 more

Preoperative Mobile Health Data Improve Predictions of Recovery From Lumbar Spine Surgery

Neurosurgery(2024)10.1227/neu.0000000000002911

N/A

0.510DataRank · unranked

29 citations

Madelyn Frumkin, Ziqi Xu, Jingwen Zhang, Saad Javeed, Justin K. Zhang +20 more

Contact Tracing for Healthcare Workers in an Intensive Care Unit

Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies(2023)10.1145/3610924

N/A

0.269DataRank · unranked

5 citations

Ruixuan Dai, Ashraf Rjob, Ruiqi Wang, Reshad Hamauon, Jeffrey Candell +5 more

Characterizing the macrostructure of electronic health record work using raw audit logs: an unsupervised action embeddings approach

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac239

N/A

0DataRank · unranked

13 citations

Hanyang Liu, Derek Harford, Chenyang Lu, Thomas Kannampallil, Sunny S. Lou

HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining(2022)10.1145/3534678.3539056

N/A

0DataRank · unranked

13 citations

Sunny S. Lou, Benjamin C. Warner, Derek Harford, Thomas Kannampallil, Chenyang Lu +1 more

Validation of extracorporeal membrane oxygenation mortality prediction and severity of illness scores in an international COVID‐19 cohort

Artificial Organs(2023)10.1111/aor.14542

N/A

0DataRank · unranked

6 citations

Bing Xue, Ziqi Xu, Hanqing Yang, Eva Marwali, Heidi J. Dalton +4 more

Multi-Task Learning for Randomized Controlled Trials

Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies(2022)10.1145/3534591

N/A

0DataRank · unranked

34 citations

Thomas Kannampallil, Jingwen Zhang, Nan Lv, Jun Ma, Chenyang Lu +1 more

Detecting Mental Disorders with Wearables: A Large Cohort Study

(2023)10.1145/3576842.3582389

N/A

0DataRank · unranked

15 citations

Thomas Kannampallil, Seunghwan Kim, Vera Thornton, Laura J. Bierut, Chenyang Lu +1 more

Performance of Risk Models for Antimicrobial Resistance in Adult Patients With Sepsis

JAMA Network Open(2024)10.1001/jamanetworkopen.2024.43658

N/A

0DataRank · unranked

4 citations

Hanyang Liu, Andrew Atkinson, Victoria J. Fraser, Chenyang Lu, Marin H. Kollef +1 more

Integrating Nonindividual Patient Features in Machine Learning Models of Hospital-Onset Bacteremia

JAMA Network Open(2025)10.1001/jamanetworkopen.2025.18815

N/A

0DataRank · unranked

7 citations

Jingwen Zhang, Alice F. Bewley, Andrew Atkinson, Heidi Holtz, Ziqian Wang +7 more

Patterns of maternal and child health services utilization and associated socioeconomic disparities in sub-Saharan Africa

Nature Communications(2025)10.1038/s41467-025-61350-8

N/A

0DataRank · unranked

6 citations

Ziqi Xu, Samuel Kizito, Chenyang Lu, Fred M. Ssewamala, Claire Najjuuko

Remote Perioperative Symptom Monitoring via Smartphone is Feasible: Evidence from the Personalized Prediction of Persistent Postsurgical Pain (P5) study of 2,500 surgical patients

medRxiv(2025)10.1101/2025.07.27.25332242

N/A

0DataRank · unranked

0 citations

Gabrielle R. Messner, Katherine J. Holzer, Ziqi Xu, Thomas L. Rodebaugh, H. William Bernstein +6 more

Temporal Associations Between EHR-Derived Workload, Burnout, and Errors: a Prospective Cohort Study

Journal of General Internal Medicine(2022)10.1007/s11606-022-07620-3

N/A

0DataRank · unranked

42 citations

Daphne Lew, Derek Harford, Chenyang Lu, Bradley Evanoff, Jennifer G. Duncan +2 more