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

Hien Van Nguyen

University of Houston

ORCID: 0000-0001-7280-2182
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 100%percentile
0Author DataRank

Indexed papers

0in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 10 papers. Top paper: “Whole-brain tissue mapping toolkit using large-scale highly multiplexed immunofluorescence imaging and deep neural networks”.

Whole-brain tissue mapping toolkit using large-scale highly multiplexed immunofluorescence imaging and deep neural networks

Nature Communications(2021)10.1038/s41467-021-21735-x
N/A
2.5DataRank · unranked
93 citations

Jahandar Jahanipour, Xiaoyang Rebecca Li, Aditi Singh, Aryan Mobiny, Hien Van Nguyen +4 more

Evaluating and Improving Domain Invariance in Contrastive Self-Supervised Learning by Extrapolating the Loss Function

IEEE Access(2023)10.1109/access.2023.3339775
N/A
0DataRank · unranked
3 citations

Hien Van Nguyen, Samira Zare

Bridging human and machine intelligence: Reverse-engineering radiologist intentions for clinical trust and adoption

Computational and Structural Biotechnology Journal(2024)10.1016/j.csbj.2024.11.012
N/A
0DataRank · unranked
8 citations

Ngan Le, Zhigang Deng, Rishi Agrawal, Carol C. Wu, Hien Van Nguyen +1 more

ItpCtrl-AI: End-to-end interpretable and controllable artificial intelligence by modeling radiologists’ intentions

Artificial Intelligence in Medicine(2024)10.1016/j.artmed.2024.103054
N/A
0DataRank · unranked
4 citations

Jacob Brecheisen, Carol C. Wu, Hien Van Nguyen, Zhigang Deng, Donald Adjeroh +4 more

Deep learning-derived optimal aviation strategies to control pandemics

Scientific Reports(2024)10.1038/s41598-024-73639-7
N/A
0DataRank · unranked
3 citations

Akash Awasthi, María J. Peláez, Zhihui Wang, Vittorio Cristini, Hien Van Nguyen +2 more

Cellular data extraction from multiplexed brain imaging data using self-supervised Dual-loss Adaptive Masked Autoencoder

Artificial Intelligence in Medicine(2024)10.1016/j.artmed.2024.102828
N/A
0DataRank · unranked
1 citations

Lin Bai, Hung Q. Vo, Dragan Maric, Badrinath Roysam, Hien Van Nguyen +1 more

Rational Design of Safer Inorganic Nanoparticles via Mechanistic Modeling-Informed Machine Learning

ACS Nano(2025)10.1021/acsnano.5c03590
N/A
0DataRank · unranked
18 citations

Anne Christiono, Carmine Schiavone, Henry J. Pownall, Vittorio Cristini, Daniela I. Staquicini +9 more

Collaborative Integration of AI and Human Expertise to Improve Detection of Chest Radiograph Abnormalities

Radiology Artificial Intelligence(2025)10.1148/ryai.240277
N/A
0DataRank · unranked
3 citations

Ngan Le, Zhigang Deng, Carol C. Wu, Hien Van Nguyen, Akash Awasthi

Modeling radiologists’ cognitive processes using a digital gaze twin to enhance radiology training

Scientific Reports(2025)10.1038/s41598-025-97935-y
N/A
0DataRank · unranked
1 citations

Tuan A. Vu, Ngan Le, Zhigang Deng, Supratik Maulik, Rishi Agrawal +3 more

Rational Design of Safer Inorganic Nanoparticles via Mechanistic Modeling-informed Machine Learning

Research Square(2025)10.21203/rs.3.rs-5960303/v1
N/A
0DataRank · unranked
1 citations

Joseph Cave, Anne Christiono, Carmine Schiavone, Henry J. Pownall, Vittorio Cristini +7 more