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

Hui Li

University of Chicago

ORCID: 0000-0003-3139-2898
MedicineComputer Science

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 2%percentile
2.6Author DataRank

Indexed papers

2in 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 2 indexed papers 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 →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Improved Classification of Benign and Malignant Breast Lesions Using Deep Feature Maximum Intensity Projection MRI in Breast Cancer Diagnosis Using Dynamic Contrast-enhanced MRI

Radiology Artificial Intelligence(2021)10.1148/ryai.2021200159
Top 10%
2.1DataRank
Top 10%57 citations

Heather M. Whitney, Hui Li, Yu Ji, Peifang Liu, Maryellen L. Giger +1 more

Papers

Driven by 16 papers — median percentile 75. Top paper: “Improved Classification of Benign and Malignant Breast Lesions Using Deep Feature Maximum Intensity Projection MRI in Breast Cancer Diagnosis Using Dynamic Contrast-enhanced MRI”.

Improved Classification of Benign and Malignant Breast Lesions Using Deep Feature Maximum Intensity Projection MRI in Breast Cancer Diagnosis Using Dynamic Contrast-enhanced MRI

Radiology Artificial Intelligence(2021)10.1148/ryai.2021200159
Top 10%
2.1DataRank
Top 10%57 citations

Heather M. Whitney, Hui Li, Yu Ji, Peifang Liu, Maryellen L. Giger +1 more

Polarization Effects in Water-Mediated Selective Cation Transport across a Narrow Transmembrane Channel

Journal of Chemical Theory and Computation(2021)10.1021/acs.jctc.0c00968
N/A
0.568DataRank · unranked
43 citations

Hui Li, Alexander D. MacKerell, Toby W. Allen, Benoı̂t Roux, Sergei Y. Noskov +1 more

Harmonization of radiomic features of breast lesions across international DCE-MRI datasets

Journal of Medical Imaging(2020)10.1117/1.jmi.7.1.012707
N/A
0.561DataRank · unranked
41 citations

Hui Li, Yu Ji, Peifang Liu, Maryellen L. Giger, Heather M. Whitney

Differences in Molecular Subtype Reference Standards Impact AI-based Breast Cancer Classification with Dynamic Contrast-enhanced MRI

Radiology(2023)10.1148/radiol.220984
N/A
0.483DataRank · unranked
24 citations

Heather M. Whitney, Hui Li, Peifang Liu, Maryellen L. Giger, Xuening Zhang +1 more

Impact of continuous learning on diagnostic breast MRI AI: evaluation on an independent clinical dataset

Journal of Medical Imaging(2022)10.1117/1.jmi.9.3.034502
Top 40%
0.481DataRank
Top 40%8 citations

Heather M. Whitney, Yu Ji, Alexandra Edwards, John Papaioannou, Peifang Liu +2 more

Temporal Machine Learning Analysis of Prior Mammograms for Breast Cancer Risk Prediction

Cancers(2023)10.3390/cancers15072141
N/A
0.385DataRank · unranked
12 citations

Kayla Robinson, Lan Li, Natalie Baughan, C. W. Chan, Matthew Embury +5 more

MIDRC CRP10 AI interface—an integrated tool for exploring, testing and visualization of AI models

Physics in Medicine and Biology(2023)10.1088/1361-6560/acb754
N/A
0.312DataRank · unranked
7 citations

Eduardo Carranza, Jordan Fuhrman, Hui Li, Ravi Madduri, Maryellen L. Giger +2 more

Radiomic and deep learning characterization of breast parenchyma on full field digital mammograms and specimen radiographs: a pilot study of a potential cancer field effect

Journal of Medical Imaging(2023)10.1117/1.jmi.10.4.044501
N/A
0.165DataRank · unranked
2 citations

Hui Li, Lan Li, Matthew Embury, Isaiah Yim, Gary J. Whitman +4 more

Radiomics for Dynamic Lung Cancer Risk Prediction in USPSTF-Ineligible Patients

Cancers(2025)10.3390/cancers17213406
N/A
0.104DataRank · unranked
1 citations

Hui Li, Eman Showkatian, Maliazurina B. Saad, Mohamed Qayati, Sohair Ismail +25 more

Predicting intensive care need for COVID-19 patients using deep learning on chest radiography

Journal of Medical Imaging(2023)10.1117/1.jmi.10.4.044504
N/A
0DataRank · unranked
11 citations

Karen Drukker, Qiyuan Hu, Heather M. Whitney, Jordan Fuhrman, Maryellen L. Giger +1 more

Multi-institutional development and testing of attention-enhanced deep learning segmentation of thyroid nodules on ultrasound

International Journal of Computer Assisted Radiology and Surgery(2025)10.1007/s11548-024-03294-w
N/A
0DataRank · unranked
3 citations

Hui Li, Jordan Fuhrman, Lan Li, Jelani Williams, Brendan M. Finnerty +6 more

Hybrid artificial intelligence echogenic components‐based diagnosis of adnexal masses on ultrasound

Medical Physics(2025)10.1002/mp.17983
N/A
0DataRank · unranked
1 citations

Heather M. Whitney, Hui Li, Agnes Julia Bilecz, Jacques S. Abramowicz, Lan Li +4 more

A machine-learning algorithm for distinguishing malignant from benign indeterminate thyroid nodules using ultrasound radiomic features

Journal of Medical Imaging(2022)10.1117/1.jmi.9.3.034501
N/A
0DataRank · unranked
23 citations

Hui Li, Kelvin Memeh, Julian Conn Busch, Jelani Williams, Lan Li +6 more

Demonstration of Interoperability Between MIDRC and N3C: A COVID-19 Severity Prediction Use Case

Journal of Imaging Informatics in Medicine(2025)10.1007/s10278-025-01605-4
N/A
0DataRank · unranked
0 citations

Rachel Baccile, Hui Li, Karen Drukker, Christopher Meyer, Nicholas P. Gruszauskas +95 more

Multi-Stage Harmonization for Robust AI across Breast MR Databases

Cancers(2021)10.3390/cancers13194809
N/A
0DataRank · unranked
8 citations

Hui Li, Yu Ji, Peifang Liu, Maryellen L. Giger, Heather M. Whitney

Lessons learned in transitioning to AI in the medical imaging of COVID-19

Journal of Medical Imaging(2021)10.1117/1.jmi.8.s1.010902
N/A
0DataRank · unranked
28 citations

Qiyuan Hu, Weijie Chen, Hui Li, Jordan Fuhrman, Naveena Gorre +2 more