Madhumita Sushil, PhD

Title(s)Postdoctoral Scholar, Computational Health Scienc
SchoolSchool of Medicine
Address490 Illinois Street, #2215
San Francisco CA 94158
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details 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. Evaluating large language models as agents in the clinic. NPJ Digit Med. 2024 Apr 03; 7(1):84. Mehandru N, Miao BY, Almaraz ER, Sushil M, Butte AJ, Alaa A. PMID: 38570554; PMCID: PMC10991271.
      View in: PubMed   Mentions:
    2. Algorithmic Identification of Treatment-Emergent Adverse Events From Clinical Notes Using Large Language Models: A Pilot Study in Inflammatory Bowel Disease. Clin Pharmacol Ther. 2024 Mar 08. Silverman AL, Sushil M, Bhasuran B, Ludwig D, Buchanan J, Racz R, Parakala M, El-Kamary S, Ahima O, Belov A, Choi L, Billings M, Li Y, Habal N, Liu Q, Tiwari J, Butte AJ, Rudrapatna VA. PMID: 38459719.
      View in: PubMed   Mentions:    Fields:    
    3. Characterisation of digital therapeutic clinical trials: a systematic review with natural language processing. Lancet Digit Health. 2024 Mar; 6(3):e222-e229. Miao BY, Sushil M, Xu A, Wang M, Arneson D, Berkley E, Subash M, Vashisht R, Rudrapatna V, Butte AJ. PMID: 38395542.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    4. A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification. Res Sq. 2024 Feb 06. Sushil M, Zack T, Mandair D, Zheng Z, Wali A, Yu YN, Quan Y, Butte AJ. PMID: 38405831; PMCID: PMC10889046.
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    5. Cross-institution natural language processing for reliable clinical association studies: a methodological exploration. J Clin Epidemiol. 2024 Mar; 167:111258. Sushil M, Butte AJ, Schuit E, van Smeden M, Leeuwenberg AM. PMID: 38219811.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    6. Topic modeling on clinical social work notes for exploring social determinants of health factors. JAMIA Open. 2024 Apr; 7(1):ooad112. Sun S, Zack T, Williams CYK, Sushil M, Butte AJ. PMID: 38223407; PMCID: PMC10788143.
      View in: PubMed   Mentions:
    7. Algorithmic identification of treatment-emergent adverse events from clinical notes using large language models: a pilot study in inflammatory bowel disease. medRxiv. 2023 Sep 08. Silverman AL, Sushil M, Bhasuran B, Ludwig D, Buchanan J, Racz R, Parakala M, El-Kamary S, Ahima O, Belov A, Choi L, Billings M, Li Y, Habal N, Liu Q, Tiwari J, Butte AJ, Rudrapatna VA. PMID: 37732220; PMCID: PMC10508809.
      View in: PubMed   Mentions:
    8. Bottom-up and top-down paradigms of artificial intelligence research approaches to healthcare data science using growing real-world big data. J Am Med Inform Assoc. 2023 06 20; 30(7):1323-1332. Wang M, Sushil M, Miao BY, Butte AJ. PMID: 37187158; PMCID: PMC10280344.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    9. Patient representation learning and interpretable evaluation using clinical notes. J Biomed Inform. 2018 08; 84:103-113. Sushil M, Šuster S, Luyckx K, Daelemans W. PMID: 29966746.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    10. Counting trees in Random Forests: Predicting symptom severity in psychiatric intake reports. J Biomed Inform. 2017 Nov; 75S:S112-S119. Scheurwegs E, Sushil M, Tulkens S, Daelemans W, Luyckx K. PMID: 28602906; PMCID: PMC5705466.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
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