Shang Gao

Also affiliated with Deakin University, Shenzhen Maternity and Child Healthcare Hospital, First Hospital of China Medical University, Thomson Reuters (United States), China Medical University

Computer ScienceBiochemistry, Genetics and Molecular Biology

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 14 papers. Top paper: “Limitations of Transformers on Clinical Text Classification”.

Limitations of Transformers on Clinical Text Classification

IEEE Journal of Biomedical and Health Informatics(2021)10.1109/jbhi.2021.3062322

N/A

0.759DataRank · unranked

157 citations

Mohammed Alawad, M. Todd Young, John Gounley, Noah Schaefferkoetter, Hong‐Jun Yoon +7 more

Deep active learning for classifying cancer pathology reports

BMC Bioinformatics(2021)10.1186/s12859-021-04047-1

N/A

0.561DataRank · unranked

41 citations

Shang Gao, Mohammed Alawad, Hong‐Jun Yoon, Noah Schaefferkoetter, Xiao‐Cheng Wu +7 more

Biological aging mediates the association between periodontitis and cardiovascular disease: results from a national population study and Mendelian randomization analysis

Clinical Epigenetics(2024)10.1186/s13148-024-01732-9

N/A

0.489DataRank · unranked

25 citations

Xingru Zhao, Shang Gao, An Li, Ke Deng, Kai Yang +3 more

Deep learning uncertainty quantification for clinical text classification

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2023.104576

N/A

0.485DataRank · unranked

8 citations

Ioana Danciu, Hong‐Jun Yoon, Jamaludin Mohd‐Yusof, Tanmoy Bhattacharya, Adam Spannaus +12 more

A Keyword-Enhanced Approach to Handle Class Imbalance in Clinical Text Classification

IEEE Journal of Biomedical and Health Informatics(2022)10.1109/jbhi.2022.3141976

N/A

0.434DataRank · unranked

17 citations

Shang Gao, Hong‐Jun Yoon, J. Blair Christian, Eric B. Durbin, Xiao‐Cheng Wu +8 more

Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports

Journal of Biomedical Informatics(2020)10.1016/j.jbi.2020.103564

N/A

0.434DataRank · unranked

17 citations

Hilda Klasky, John Gounley, Mohammed Alawad, Shang Gao, Eric B. Durbin +8 more

Attention Mechanisms in Clinical Text Classification: A Comparative Evaluation

IEEE Journal of Biomedical and Health Informatics(2024)10.1109/jbhi.2024.3355951

N/A

0DataRank · unranked

10 citations

Shang Gao, Drahomíra Herrmannová, Elia Lima-Walton, Heidi A. Hanson, Christoph Metzner

Deformable phrase level attention: A flexible approach for improving AI based medical coding

Artificial Intelligence in Medicine(2025)10.1016/j.artmed.2025.103299

N/A

0DataRank · unranked

1 citations

Shang Gao, Drahomíra Herrmannová, John Gounley, Heidi A. Hanson, Christoph Metzner

Automating Genetic Algorithm Mutations for Molecules Using a Masked Language Model

IEEE Transactions on Evolutionary Computation(2022)10.1109/tevc.2022.3144045

N/A

0DataRank · unranked

41 citations

Mayanka Chandrashekar, Shang Gao, John Gounley, Isaac Lyngaas, Jens Gläser +2 more

Using case-level context to classify cancer pathology reports

PLoS ONE(2020)10.1371/journal.pone.0232840

N/A

0DataRank · unranked

24 citations

Mohammed Alawad, Noah Schaefferkoetter, Lynne Penberthy, Xiao‐Cheng Wu, Eric B. Durbin +4 more

Deep Active Learning for Classifying Cancer Pathology Reports

Research Square(2020)10.21203/rs.3.rs-70788/v1

N/A

0DataRank · unranked

2 citations

Shang Gao, Mohammed Alawad, Hong‐Jun Yoon, Noah Schaefferkoetter, Xiao-Cheng Wu +7 more

Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types

Journal of Biomedical Informatics(2021)10.1016/j.jbi.2021.103957

N/A

0DataRank · unranked

63 citations

Shang Gao, Ioana Danciu, Eric B. Durbin, Xiao‐Cheng Wu, Antoinette M. Stroup +9 more

Privacy-Preserving Deep Learning NLP Models for Cancer Registries

IEEE Transactions on Emerging Topics in Computing(2020)10.1109/tetc.2020.2983404

N/A

0DataRank · unranked

47 citations

Hong‐Jun Yoon, Shang Gao, Brent Mumphrey, Xiao‐Cheng Wu, Eric B. Durbin +7 more

Path-BigBird: An AI-Driven Transformer Approach to Classification of Cancer Pathology Reports

JCO Clinical Cancer Informatics(2024)10.1200/cci.23.00148

N/A

0DataRank · unranked

17 citations

Isaac Lyngaas, Heidi A. Hanson, Shang Gao, Xiao‐Cheng Wu, John Gounley +1 more