Madhumita Sushil

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 19

Top Topics

Autism Spectrum Disorder

Ulcerative Colitis

Loop Mediated Isothermal Amplification

Top Venues

Clinical pharmacology and therapeutics

Research square

Journal of the American Medical Informatics Association : JAMIA

NPJ digital medicine

This page only lists publications with an associated author ORCID identifier.

Publications

Anna Lerman Silverman, Madhumita Sushil, Balu Bhasuran, Dana Ludwig, James Buchanan, Rebecca Racz, Mahalakshmi Parakala, Samer El-Kamary, Ohenewaa Ahima, Artur A Belov, Lauren Choi, Monisha Billings, Yan Li, Nadia Habal, Qi Liu, Jawahar Tiwari, Atul Janardhan Butte, Vivek Ashok Rudrapatna
Algorithmic Identification of Treatment-Emergent Adverse Events From Clinical Notes Using Large Language Models: A Pilot Study in Inflammatory Bowel Disease. Clinical pharmacology and therapeutics (2024)
Madhumita Sushil, Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu, Yuwei Quan, Dmytro Sergiiovych Lituiev, Atul J Butte
A comparative study of large language model-based zero-shot inference and task-specific supervised classification of breast cancer pathology reports. Journal of the American Medical Informatics Association : JAMIA (2024)
Shenghuan Sun, Travis Zack, Christopher Y K Williams, Madhumita Sushil, Atul Janardhan Butte
Topic modeling on clinical social work notes for exploring social determinants of health factors. JAMIA open 7 (1) (2024)
Nikita Mehandru, Brenda Y Miao, Eduardo Rodriguez Almaraz, Madhumita Sushil, Atul Janardhan Butte, Ahmed M Alaa
Evaluating large language models as agents in the clinic. NPJ digital medicine 7 (1) (2024)
Madhumita Sushil, Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu, Yuwei Quan, Dmytro Sergiiovych Lituiev, Atul J Butte
A comparative study of large language model-based zero-shot inference and task-specific supervised classification of breast cancer pathology reports. Journal of the American Medical Informatics Association : JAMIA (2024)
Anna Lerman Silverman, Madhumita Sushil, Balu Bhasuran, Dana Ludwig, James Buchanan, Rebecca Racz, Mahalakshmi Parakala, Samer El-Kamary, Ohenewaa Ahima, Artur A Belov, Lauren Choi, Monisha Billings, Yan Li, Nadia Habal, Qi Liu, Jawahar Tiwari, Atul Janardhan Butte, Vivek Ashok Rudrapatna
Algorithmic Identification of Treatment-Emergent Adverse Events From Clinical Notes Using Large Language Models: A Pilot Study in Inflammatory Bowel Disease. Clinical pharmacology and therapeutics (2024)
Madhumita Sushil, Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu, Yuwei Quan, Atul Janardhan Butte
A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification. Research square (2024)
Nikita Mehandru, Brenda Y Miao, Eduardo Rodriguez Almaraz, Madhumita Sushil, Atul Janardhan Butte, Ahmed M Alaa
Evaluating large language models as agents in the clinic. NPJ digital medicine 7 (1) (2024)
Madhumita Sushil, Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu, Yuwei Quan, Atul Janardhan Butte
A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification. Research square (2024)
Shenghuan Sun, Travis Zack, Christopher Y K Williams, Madhumita Sushil, Atul Janardhan Butte
Topic modeling on clinical social work notes for exploring social determinants of health factors. JAMIA open 7 (1) (2024)
Madhumita Sushil, Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu, Yuwei Quan, Atul Janardhan Butte
A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification. Research square (2024)
Anna Lerman Silverman, Madhumita Sushil, Balu Bhasuran, Dana Ludwig, James Buchanan, Rebecca Racz, Mahalakshmi Parakala, Samer El-Kamary, Ohenewaa Ahima, Artur A Belov, Lauren Choi, Monisha Billings, Yan Li, Nadia Habal, Qi Liu, Jawahar Tiwari, Atul Janardhan Butte, Vivek Ashok Rudrapatna
Algorithmic Identification of Treatment-Emergent Adverse Events From Clinical Notes Using Large Language Models: A Pilot Study in Inflammatory Bowel Disease. Clinical pharmacology and therapeutics 115 (6) (2024)
Anna Lerman Silverman, Madhumita Sushil, Balu Bhasuran, Dana Ludwig, James Buchanan, Rebecca Racz, Mahalakshmi Parakala, Samer El-Kamary, Ohenewaa Ahima, Artur A Belov, Lauren Choi, Monisha Billings, Yan Li, Nadia Habal, Qi Liu, Jawahar Tiwari, Atul Janardhan Butte, Vivek Ashok Rudrapatna
Algorithmic Identification of Treatment-Emergent Adverse Events From Clinical Notes Using Large Language Models: A Pilot Study in Inflammatory Bowel Disease. Clinical pharmacology and therapeutics (2024)
Madhumita Sushil, Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu, Yuwei Quan, Atul Janardhan Butte
A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification. Research square (2024)
Nikita Mehandru, Brenda Y Miao, Eduardo Rodriguez Almaraz, Madhumita Sushil, Atul Janardhan Butte, Ahmed M Alaa
Evaluating large language models as agents in the clinic. NPJ digital medicine 7 (1) (2024)
Anna Lerman Silverman, Madhumita Sushil, Balu Bhasuran, Dana Ludwig, James Buchanan, Rebecca Racz, Mahalakshmi Parakala, Samer El-Kamary, Ohenewaa Ahima, Artur A Belov, Lauren Choi, Monisha Billings, Yan Li, Nadia Habal, Qi Liu, Jawahar Tiwari, Atul Janardhan Butte, Vivek Ashok Rudrapatna
Algorithmic Identification of Treatment-Emergent Adverse Events From Clinical Notes Using Large Language Models: A Pilot Study in Inflammatory Bowel Disease. Clinical pharmacology and therapeutics 115 (6) (2024)
Madhumita Sushil, Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu, Yuwei Quan, Dmytro Sergiiovych Lituiev, Atul J Butte
A comparative study of large language model-based zero-shot inference and task-specific supervised classification of breast cancer pathology reports. Journal of the American Medical Informatics Association : JAMIA (2024)
Anna Lerman Silverman, Madhumita Sushil, Balu Bhasuran, Dana Ludwig, James Buchanan, Rebecca Racz, Mahalakshmi Parakala, Samer El-Kamary, Ohenewaa Ahima, Artur A Belov, Lauren Choi, Monisha Billings, Yan Li, Nadia Habal, Qi Liu, Jawahar Tiwari, Atul Janardhan Butte, Vivek Ashok Rudrapatna
Algorithmic Identification of Treatment-Emergent Adverse Events From Clinical Notes Using Large Language Models: A Pilot Study in Inflammatory Bowel Disease. Clinical pharmacology and therapeutics 115 (6) (2024)
Michelle Wang, Madhumita Sushil, Brenda Y Miao, Atul J Butte
Bottom-up and top-down paradigms of artificial intelligence research approaches to healthcare data science using growing real-world big data. Journal of the American Medical Informatics Association : JAMIA (2023)