Ashwin Sawant

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Derivation, External Validation and Clinical Implications of a Deep Learning Approach for Intracranial Pressure Estimation Using Non-Cranial Waveform Measurements

Faris Gulamali,Pushkala Jayaraman,Ashwin S Sawant,Jacob Desman,Benjamin Fox,Annie Chang,Brian Y Soong, Naveen Arivazaghan,Alexandra S Reynolds,Son Q Duong,Akhil Vaid,Patricia Kovatch,Robert Freeman,Ira S Hofer,Ankit Sakhuja,Neha S Dangayach,David S Reich,Alexander W Charney,Girish N Nadkarni

medRxiv the preprint server for health sciences (2024)

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Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models

Akhil Vaid,Joshua Lampert,Juhee Lee,Ashwin Sawant,Donald Apakama,Ankit Sakhuja,Ali Soroush, Sarah Bick,Ethan Abbott, Hernando Gomez,Michael Hadley, Denise Lee,Isotta Landi,Son Q Duong, Nicole Bussola,Ismail Nabeel, Silke Muehlstedt,Robert Freeman,Patricia Kovatch,Brendan Carr,Fei Wang,Benjamin Glicksberg,Edgar Argulian,Stamatios Lerakis,Rohan Khera,David L. Reich, Monica Kraft,Alexander Charney,Girish Nadkarni

CoRR (2024)

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Disagreements in Medical Ethics Question Answering Between Large Language Models and Physicians

Shelly Soffer, Dafna Nesselroth, Keren Pragier,Roi Anteby,Donald Apakama, Emma Holmes,Ashwin Shreekant Sawant, Ethan Abbott, Lauren Alyse Lepow, Ishita Vasudev,Joshua Lampert, Moran Gendler,Nir Horesh,Orly Efros,Benjamin S Glicksberg,Robert Freeman,David L Reich,Alexander W Charney,Girish N Nadkarni,Eyal Klang

Research square (2024)

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Derivation, External and Clinical Validation of a Deep Learning Approach for Detecting Intracranial Hypertension

Faris Gulamali,Pushkala Jayaraman,Ashwin S. Sawant,Jacob Desman,Benjamin Fox, Annette Chang,Brian Y. Soong, Naveen Arivazagan,Alexandra S. Reynolds,Son Q. Duong,Akhil Vaid,Patricia Kovatch,Robert Freeman,Ira S. Hofer,Ankit Sakhuja,Neha S. Dangayach,David S. Reich,Alexander W. Charney,Girish N. Nadkarni

npj Digital Medicineno. 1 (2024)

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Evaluating the Accuracy of a State-of-the-art Large Language Model for Prediction of Admissions from the Emergency Room

Benjamin S. Glicksberg,Prem Timsina, Dhaval Patel,Ashwin Sawant,Akhil Vaid,Ganesh Raut,Alexander W. Charney,Donald Apakama,Brendan G. Carr,Robert Freeman,Girish N. Nadkarni,Eyal Klang

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATIONno. 9 (2024)

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Development and Validation of a Policy Tree Approach for Optimizing Intravenous Fluids in Critically Ill Patients with Sepsis and Acute Kidney Injury

Wonsuk Oh,Kullaya Takkavatakarn,Hannah Kittrell,Khaled Shawwa,Hernando Gomez,Ashwin S Sawant,Pranai Tandon,Gagan Kumar,Michael Sterling,Ira Hofer,Lili Chan,John Oropello,Roopa Kohli-Seth,Alexander W Charney, Monica Kraft,Patricia Kovatch,John A Kellum,Girish N Nadkarni,Ankit Sakhuja

medRxiv the preprint server for health sciences (2024)

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Online Unsupervised Representation Learning of Waveforms in the Intensive Care Unit via a novel cooperative framework: Spatially Resolved Temporal Networks (SpaRTEn)

Faris F. Gulamali,Ashwin Sawant,Ira Hofer,Matthew A. Levin,Alexander Charney,Karandeep Singh,Benjamin S. Glicksberg,Girish N. Nadkarni

Machine Learning in Health Carepp.230-247, (2023)

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Spatially Resolved Temporal Networks: Online Unsupervised Representation Learning of High Frequency Time Series

Faris Faried Gulamali,Ashwin Shreekant Sawant,Ira Hofer, Matt Levin,Karandeep Singh,Benjamin S Glicksberg,Girish N Nadkarni

ICLR 2023 (2023)

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Genome-Wide Polygenic Risk Score for CKD in Individuals with APOL1 High-Risk Genotypes

Ha My T. Vy,Steven G. Coca,Ashwin Sawant,Ankit Sakhuja,Orlando M. Gutierrez,Richard Cooper,Ruth J. F. Loos,Carol R. Horowitz,Ron Do,Girish N. Nadkarni

Clinical Journal of the American Society of Nephrologyno. 3 (2023): 374-376

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Derivation and Validation of a Machine Learning Approach to Detect and Mitigate Biases in Healthcare Data

Faris F. Gulamali,Ashwin S. Sawant,Lora Liharska,Carol R. Horowitz,Lili Chan,Patricia H. Kovatch,Ira Hofer,Karandeep Singh,Lynne D. Richardson,Emmanuel Mensah, Alexander W Charney,David L. Reich,Jianying Hu, Girish N. Nadkarni

crossref（2023）

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论文共 25 篇作者统计合作学者相似作者