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

Tiangen Chang

National Institutes of Health

ORCID: 0000-0003-1485-1992

Also affiliated with National Cancer Institute, National Cancer Institute, Center for Cancer Research

MedicineBiochemistry, Genetics and Molecular BiologyAgricultural and Biological Sciences

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 7%percentile
0.104Author 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.

A machine learning framework for supervised treatment response prediction from tumor transcriptomics: A large-scale pan-cancer study

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.10.24.684491
Top 78%
0.104DataRank
Top 78%1 citations

E. Michael Gertz, Nishanth Ulhas Nair, Sumit Mukherjee, Sumeet Patiyal, Thomas Cantore +10 more

Papers

Driven by 14 papers — median percentile 22. Top paper: “LORIS robustly predicts patient outcomes with immune checkpoint blockade therapy using common clinical, pathologic and genomic features”.

LORIS robustly predicts patient outcomes with immune checkpoint blockade therapy using common clinical, pathologic and genomic features

Nature Cancer(2024)10.1038/s43018-024-00772-7
N/A
0.712DataRank · unranked
114 citations

Yingying Cao, Hannah J. Sfreddo, Saugato Rahman Dhruba, Se‐Hoon Lee, Cristina Valero +5 more

Translation dysregulation in cancer as a source for targetable antigens

Cancer Cell(2025)10.1016/j.ccell.2025.03.003
N/A
0.477DataRank · unranked
23 citations

Osnat Bartok, Christopher S. McGinnis, Heyilimu Palashati, Tiangen Chang, Dmitry B. Malko +42 more

Inferring Characteristics of the Tumor Immune Microenvironment of Patients with HNSCC from Single-Cell Transcriptomics of Peripheral Blood

Cancer Research Communications(2024)10.1158/2767-9764.crc-24-0092
N/A
0.385DataRank · unranked
12 citations

Tiangen Chang, Fiorella Schischlik, Kun Wang, Sanju Sinha, Sridhar Hannenhalli +3 more

Microenvironment Shapes Small Cell Lung Cancer Neuroendocrine States and Presents Therapeutic Opportunities

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.02.09.579028
N/A
0.292DataRank · unranked
6 citations

Nobuyuki Takahashi, Rajesh Kumar, Samantha Nichols, Justin Malin, Allison L. Hunt +53 more

Reusability report: Leveraging supervised learning to uncover phenotype-relevant biology from single-cell RNA sequencing data

Nature Machine Intelligence(2024)10.1038/s42256-024-00804-y
N/A
0.241DataRank · unranked
4 citations

Tiangen Chang, Sahil Sahni, Eytan Ruppin, Yingying Cao

A machine learning framework for supervised treatment response prediction from tumor transcriptomics: A large-scale pan-cancer study

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.10.24.684491
Top 78%
0.104DataRank
Top 78%1 citations

E. Michael Gertz, Nishanth Ulhas Nair, Sumit Mukherjee, Sumeet Patiyal, Thomas Cantore +10 more

Hallmarks of artificial intelligence contributions to precision oncology

Nature Cancer(2025)10.1038/s43018-025-00917-2
N/A
0DataRank · unranked
55 citations

Seongyong Park, Alejandro A. Schäffer, Peng Jiang, Eytan Ruppin, Tiangen Chang

Optimizing cancer immunotherapy response prediction by tumor aneuploidy score and fraction of copy number alterations

npj Precision Oncology(2023)10.1038/s41698-023-00408-6
N/A
0DataRank · unranked
20 citations

Yingying Cao, Eldad D. Shulman, Uri Ben‐David, Alejandro A. Schäffer, Eytan Ruppin +1 more

Pan-cancer prediction of tumor immune activation and response to immune checkpoint blockade from tumor transcriptomics and histopathology

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.06.27.661875
N/A
0DataRank · unranked
0 citations

Sumeet Patiyal, Lipika R. Pal, Tiangen Chang, Sumona Biswas, Saugato Rahman Dhruba +36 more

Pan-Cancer Analysis of Patient Tumor Single-Cell Transcriptomes Identifies Promising Selective and Safe Chimeric Antigen Receptor Targets in Head and Neck Cancer

Cancers(2023)10.3390/cancers15194885
N/A
0DataRank · unranked
6 citations

Sanju Sinha, Tiangen Chang, J. Silvio Gutkind, Ezra E.W. Cohen, Alejandro A. Schäffer +2 more

Analysis of RNA translation with a deep learning architecture provides new insight into translation control

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.07.08.548206
N/A
0DataRank · unranked
3 citations

Tiangen Chang, Chuyun Chen, Markus Hafner, Zefeng Wang, Xiaojuan Fan

Robust prediction of patient outcomes with immune checkpoint blockade therapy for cancer using common clinical, pathologic, and genomic features

Research Square(2023)10.21203/rs.3.rs-3087126/v1
N/A
0DataRank · unranked
0 citations

Tiangen Chang, Yingying Cao, Hannah Sfreddo, Saugato Rahman Dhruba, Se‐Hoon Lee +5 more

Increased RNA and Protein Degradation Is Required for Counteracting Transcriptional Burden and Proteotoxic Stress in Human Aneuploid Cells

Cancer Discovery(2024)10.1158/2159-8290.cd-23-0309
N/A
0DataRank · unranked
36 citations

Johanna Zerbib, Yonatan Eliezer, Eli Reuveni, Sonia Viganò, Giuseppina De Feudis +24 more

Tumor and blood B-cell abundance outperforms established immune checkpoint blockade response prediction signatures in head and neck cancer

Annals of Oncology(2024)10.1016/j.annonc.2024.11.008
N/A
0DataRank · unranked
22 citations

Aris Spathis, Alejandro A. Schäffer, N. Gavrielatou, Fengshen Kuo, Dongya Jia +19 more