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

Serena Yeung

University of British Columbia

ORCID: 0000-0003-0529-0628

Also affiliated with University of Nottingham

Computer ScienceMedicine

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 5%percentile
0.497Author 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 →

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.

INSPECT: A Multimodal Dataset for Pulmonary Embolism Diagnosis and Prognosis

arXiv (Cornell University)(2023)10.48550/arxiv.2311.10798
Top 39%
0.497DataRank
Top 39%7 citations

Zepeng Huo, Ethan Steinberg, Chia‐Chun Chiang, Matthew P. Lungren, Curtis P. Langlotz +4 more

Papers

Driven by 9 papers — median percentile 61. Top paper: “INSPECT: A Multimodal Dataset for Pulmonary Embolism Diagnosis and Prognosis”.

INSPECT: A Multimodal Dataset for Pulmonary Embolism Diagnosis and Prognosis

arXiv (Cornell University)(2023)10.48550/arxiv.2311.10798
Top 39%
0.497DataRank
Top 39%7 citations

Zepeng Huo, Ethan Steinberg, Chia‐Chun Chiang, Matthew P. Lungren, Curtis P. Langlotz +4 more

CryoET Reveals Organelle Phenotypes in Huntington Disease Patient iPSC-Derived and Mouse Primary Neurons

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.03.26.485912
N/A
0.241DataRank · unranked
4 citations

Charlene Smith-Geater, Jesús G. Galaz-Montoya, Yingli Gu, Sanket Rajan Gupte, Ranen Aviner +15 more

Self-supervised learning for medical image classification: a systematic review and implementation guidelines

npj Digital Medicine(2023)10.1038/s41746-023-00811-0
N/A
0DataRank · unranked
419 citations

Anuj Pareek, Malte Jensen, Matthew P. Lungren, Serena Yeung, Akshay Chaudhari +1 more

CryoET reveals organelle phenotypes in huntington disease patient iPSC-derived and mouse primary neurons

Nature Communications(2023)10.1038/s41467-023-36096-w
N/A
0DataRank · unranked
67 citations

Charlene Smith-Geater, Jesús G. Galaz-Montoya, Yingli Gu, Sanket Rajan Gupte, Ranen Aviner +16 more

Orientation-invariant autoencoders learn robust representations for shape profiling of cells and organelles

Nature Communications(2024)10.1038/s41467-024-45362-4
N/A
0DataRank · unranked
27 citations

Jeffrey Nirschl, Maria Clara Zanellati, Alejandro Lozano, Sarah Cohen, Serena Yeung +1 more

Artificial intelligence–powered 3D analysis of video-based caregiver-child interactions

Science Advances(2025)10.1126/sciadv.adp4422
N/A
0DataRank · unranked
11 citations

Laura Bravo-Sánchez, Zeyu Wang, Christopher J. Howard, Maria Xenochristou, Nicole Meister +7 more

DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images

arXiv (Cornell University)(2021)10.1109/cvpr46437.2021.00106
N/A
0DataRank · unranked
2 citations

Wah Chiu, Serena Yeung, Joy Hsu

Using artificial intelligence to model expert panel diagnosis of cholecystitis severity

Surgical Endoscopy(2025)10.1007/s00464-025-12015-6
N/A
0DataRank · unranked
3 citations

Emmett D. Goodman, Josiah Aklilu, Sebastiano Bartoletti, Kay S. Hung, Janice H. Yang +5 more

CryoET Reveals Organelle Phenotypes in Huntington Disease Patient iPSC-Derived and Mouse Primary Neurons

Research Square(2022)10.21203/rs.3.rs-1493068/v1
N/A
0DataRank · unranked
3 citations

Gong‐Her Wu, Jesús G. Galaz-Montoya, Michael F. Schmid, Lydia‐Marie Joubert, Patrick Mitchell +15 more