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Dr. Hien Van Nguyen

TitleProfessor
InstitutionUniversity of Houston
DepartmentElectrical and Computer Engineering
Address4800 Calhoun Rd
Houston TX 77004
Phone713-743-8615
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    Collapse Research 
    Collapse research activities and funding
    R01DK134055     (MOHAN, CHANDRA)Aug 20, 2023 - May 31, 2028
    NIH
    Objective Classification of Lupus Nephritis
    Role: Co-Principal Investigator
    R01CA277739     (NGUYEN, HIEN VAN)Aug 22, 2022 - Jul 31, 2026
    NIH
    SCH: AI-DOCTOR COLLABORATIVE MEDICAL DIAGNOSIS
    Role: Principal Investigator
    R56DK122036     (MOHAN, CHANDRA)Sep 15, 2020 - Aug 31, 2021
    NIH
    Lupus Nephritis Neural Network, LuNN
    Role: Co-Principal Investigator

    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Zare S, Vo HQ, Altini N, Bevilacqua V, Rossini M, Pesce F, Gesualdo L, Turkevi-Nagy S, Becker JU, Mohan C, Van Nguyen H. PICASO Set Operator for Computational Nephropathology. Kidney360. 2025 Mar 03. PMID: 40029711.
      Citations:    
    2. Cave J, Christiono A, Schiavone C, Pownall HJ, Cristini V, Staquicini DI, Brinker CJ, Campen MJ, Wang Z, Van Nguyen H, Noureddine A, Dogra P. Rational Design of Safer Inorganic Nanoparticles via Mechanistic Modeling-informed Machine Learning. Res Sq. 2025 Feb 18. PMID: 40034433; PMCID: PMC11875313.
      Citations:    
    3. Pham TT, Brecheisen J, Wu CC, Nguyen H, Deng Z, Adjeroh D, Doretto G, Choudhary A, Le N. ItpCtrl-AI: End-to-end interpretable and controllable artificial intelligence by modeling radiologists' intentions. Artif Intell Med. 2025 Feb; 160:103054. PMID: 39689443; PMCID: PMC11757032.
      Citations:    Fields:    
    4. Awasthi A, Le N, Deng Z, Agrawal R, Wu CC, Van Nguyen H. Bridging human and machine intelligence: Reverse-engineering radiologist intentions for clinical trust and adoption. Comput Struct Biotechnol J. 2024 Dec; 24:711-723. PMID: 39660015; PMCID: PMC11629193.
      Citations:    
    5. Rizvi S, Awasthi A, Peláez MJ, Wang Z, Cristini V, Van Nguyen H, Dogra P. Deep learning-derived optimal aviation strategies to control pandemics. Sci Rep. 2024 Oct 02; 14(1):22926. PMID: 39358428; PMCID: PMC11447252.
      Citations:    Fields:    Translation:HumansCellsPHPublic Health
    6. Ly ST, Lin B, Vo HQ, Maric D, Roysam B, Nguyen HV. Cellular data extraction from multiplexed brain imaging data using self-supervised Dual-loss Adaptive Masked Autoencoder. Artif Intell Med. 2024 05; 151:102828. PMID: 38564879.
      Citations:    Fields:    Translation:HumansAnimals
    7. Cazzaniga G, Rossi M, Eccher A, Girolami I, L'Imperio V, Van Nguyen H, Becker JU, Bueno García MG, Sbaraglia M, Dei Tos AP, Gambaro G, Pagni F. Time for a full digital approach in nephropathology: a systematic review of current artificial intelligence applications and future directions. J Nephrol. 2024 Jan; 37(1):65-76. PMID: 37768550; PMCID: PMC10920416.
      Citations: 6     Fields:    Translation:Humans
    8. Altini N, Rossini M, Turkevi-Nagy S, Pesce F, Pontrelli P, Prencipe B, Berloco F, Seshan S, Gibier JB, Pedraza Dorado A, Bueno G, Peruzzi L, Rossi M, Eccher A, Li F, Koumpis A, Beyan O, Barratt J, Vo HQ, Mohan C, Nguyen HV, Cicalese PA, Ernst A, Gesualdo L, Bevilacqua V, Becker JU. Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy. Comput Methods Programs Biomed. 2023 Dec; 242:107814. PMID: 37722311.
      Citations: 4     Fields:    Translation:Humans
    9. Le N, Sorensen J, Bui T, Choudhary A, Luu K, Nguyen H. Enhance Portable Radiograph for Fast and High Accurate COVID-19 Monitoring. Diagnostics (Basel). 2021 Jun 12; 11(6). PMID: 34204846; PMCID: PMC8231621.
      Citations:    
    10. Maric D, Jahanipour J, Li XR, Singh A, Mobiny A, Van Nguyen H, Sedlock A, Grama K, Roysam B. Whole-brain tissue mapping toolkit using large-scale highly multiplexed immunofluorescence imaging and deep neural networks. Nat Commun. 2021 03 10; 12(1):1550. PMID: 33692351; PMCID: PMC7946933.
      Citations: 34     Fields:    Translation:Humans
    11. Mobiny A, Yuan P, Moulik SK, Garg N, Wu CC, Van Nguyen H. DropConnect is effective in modeling uncertainty of Bayesian deep networks. Sci Rep. 2021 Mar 09; 11(1):5458. PMID: 33750847; PMCID: PMC7943811.
      Citations: 15     Fields:    
    12. Becker JU, Mayerich D, Padmanabhan M, Barratt J, Ernst A, Boor P, Cicalese PA, Mohan C, Nguyen HV, Roysam B. Artificial intelligence and machine learning in nephropathology. Kidney Int. 2020 07; 98(1):65-75. PMID: 32475607; PMCID: PMC8906056.
      Citations: 35     Fields:    
    13. Mobiny A, Singh A, Van Nguyen H. Risk-Aware Machine Learning Classifier for Skin Lesion Diagnosis. J Clin Med. 2019 Aug 17; 8(8). PMID: 31426482; PMCID: PMC6723257.
      Citations: 16     
    14. Yuan P, Rezvan A, Li X, Varadarajan N, Van Nguyen H. Phasetime: Deep Learning Approach to Detect Nuclei in Time Lapse Phase Images. J Clin Med. 2019 Aug 02; 8(8). PMID: 31382487; PMCID: PMC6723258.
      Citations: 3     
    15. Padmanabhan M, Yuan P, Chada G, Nguyen HV. Physician-Friendly Machine Learning: A Case Study with Cardiovascular Disease Risk Prediction. J Clin Med. 2019 Jul 18; 8(7). PMID: 31323843; PMCID: PMC6678298.
      Citations: 14     
    16. Berisha S, Lotfollahi M, Jahanipour J, Gurcan I, Walsh M, Bhargava R, Van Nguyen H, Mayerich D. Deep learning for FTIR histology: leveraging spatial and spectral features with convolutional neural networks. Analyst. 2019 Feb 25; 144(5):1642-1653. PMID: 30644947; PMCID: PMC6450401.
      Citations: 24     Fields:    
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