Search Results - Robert Freeman
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Doing battle with “the monster”: How high-risk heterosexuals experience and successfully manage HIV stigma as a barrier to HIV testing by Marya Gwadz, Noelle R. Leonard, Sylvie Honig, Robert Freeman, Alexandra Kutnick, Amanda S. Ritchie
Published in International Journal for Equity in Health (2018-04-01)Get full text
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Machine Learning Model for Outcome Prediction of Patients Suffering from Acute Diverticulitis Arriving at the Emergency Department—A Proof of Concept Study by Eyal Klang, Robert Freeman, Matthew A. Levin, Shelly Soffer, Yiftach Barash, Adi Lahat
Published in Diagnostics (2021-11-01)Get full text
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Implementing a Machine Learning Screening Tool for Malnutrition: Insights From Qualitative Research Applicable to Other Machine Learning–Based Clinical Decision Support Systems by Melanie Besculides, Madhu Mazumdar, Sydney Phlegar, Robert Freeman, Sara Wilson, Himanshu Joshi, Arash Kia, Ksenia Gorbenko
Published in JMIR Formative Research (2023-07-01)Get full text
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Using Large Language Models to Automate Data Extraction From Surgical Pathology Reports: Retrospective Cohort Study by Denise Lee, Akhil Vaid, Kartikeya M Menon, Robert Freeman, David S Matteson, Michael L Marin, Girish N Nadkarni
Published in JMIR Formative Research (2025-04-01)Get full text
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Synergistic effect of hypoalbuminaemia and hypotension in predicting in-hospital mortality and intensive care admission: a retrospective cohort study by Eyal Klang, Shelly Soffer, Eyal Zimlichman, Benjamin S Glicksberg, Robert Freeman, David L Reich, Matthew A Levin, E Grossman, Alexis Zebrowski
Published in BMJ Open (2021-10-01)Get full text
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A Simple Free-Text-like Method for Extracting Semi-Structured Data from Electronic Health Records: Exemplified in Prediction of In-Hospital Mortality by Eyal Klang, Matthew A. Levin, Shelly Soffer, Alexis Zebrowski, Benjamin S. Glicksberg, Brendan G. Carr, Jolion Mcgreevy, David L. Reich, Robert Freeman
Published in Big Data and Cognitive Computing (2021-08-01)Get full text
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Exploring clinicians’ perspectives on the ‘Obstetric Anal Sphincter Injury Care Bundle’ national quality improvement programme: a qualitative study by Ipek Gurol-Urganci, Nick Sevdalis, Edward Morris, Posy Bidwell, Ranee Thakar, James M Harris, Louise Silverton, Alexandra Hellyer, Robert Freeman, Vivienne Novis
Published in BMJ Open (2020-09-01)Get full text
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Assessing calibration and bias of a deployed machine learning malnutrition prediction model within a large healthcare system by Lathan Liou, Erick Scott, Prathamesh Parchure, Yuxia Ouyang, Natalia Egorova, Robert Freeman, Ira S. Hofer, Girish N. Nadkarni, Prem Timsina, Arash Kia, Matthew A. Levin
Published in npj Digital Medicine (2024-06-01)Get full text
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Selective dorsal rhizotomy; evidence on cost-effectiveness from England. by Mark Pennington, Jennifer Summers, Bola Coker, Saskia Eddy, Muralikrishnan R Kartha, Karen Edwards, Robert Freeman, John Goodden, Helen Powell, Christopher Verity, Janet L Peacock
Published in PLoS ONE (2020-01-01)Get full text
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Multi-model assurance analysis showing large language models are highly vulnerable to adversarial hallucination attacks during clinical decision support by Mahmud Omar, Vera Sorin, Jeremy D. Collins, David Reich, Robert Freeman, Nicholas Gavin, Alexander Charney, Lisa Stump, Nicola Luigi Bragazzi, Girish N. Nadkarni, Eyal Klang
Published in Communications Medicine (2025-08-01)Get full text
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Evaluating prompt engineering on GPT-3.5’s performance in USMLE-style medical calculations and clinical scenarios generated by GPT-4 by Dhavalkumar Patel, Ganesh Raut, Eyal Zimlichman, Satya Narayan Cheetirala, Girish N Nadkarni, Benjamin S. Glicksberg, Donald U. Apakama, Elijah J. Bell, Robert Freeman, Prem Timsina, Eyal Klang
Published in Scientific Reports (2024-07-01)Get full text
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Evaluating and addressing demographic disparities in medical large language models: a systematic review by Mahmud Omar, Vera Sorin, Reem Agbareia, Donald U. Apakama, Ali Soroush, Ankit Sakhuja, Robert Freeman, Carol R. Horowitz, Lynne D. Richardson, Girish N. Nadkarni, Eyal Klang
Published in International Journal for Equity in Health (2025-02-01)Get full text
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Understanding long-term HIV survivorship among African American/Black and Latinx persons living with HIV in the United States: a qualitative exploration through the lens of symboli... by Robert Freeman, Marya Gwadz, Leo Wilton, Linda M. Collins, Caroline Dorsen, Robert L. Hawkins, Elizabeth Silverman, Belkis Y. Martinez, Noelle R. Leonard, Amanda Applegate, Sabrina Cluesman
Published in International Journal for Equity in Health (2020-08-01)Get full text
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A strategy for cost-effective large language model use at health system-scale by Eyal Klang, Donald Apakama, Ethan E. Abbott, Akhil Vaid, Joshua Lampert, Ankit Sakhuja, Robert Freeman, Alexander W. Charney, David Reich, Monica Kraft, Girish N. Nadkarni, Benjamin S. Glicksberg
Published in npj Digital Medicine (2024-11-01)Get full text
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A Hybrid Decision Tree and Deep Learning Approach Combining Medical Imaging and Electronic Medical Records to Predict Intubation Among Hospitalized Patients With COVID-19: Algorith... by Kim-Anh-Nhi Nguyen, Pranai Tandon, Sahar Ghanavati, Satya Narayana Cheetirala, Prem Timsina, Robert Freeman, David Reich, Matthew A Levin, Madhu Mazumdar, Zahi A Fayad, Arash Kia
Published in JMIR Formative Research (2023-10-01)Get full text
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It’s a Process: Reactions to HIV Diagnosis and Engagement in HIV Care among High-Risk Heterosexuals by Alexandra H. Kutnick, Marya Viorst Gwadz, Charles M. Cleland, Noelle R. Leonard, Robert Freeman, Amanda S. Ritchie, Talaya McCright-Gill, Kathy Ha, Belkis Y. Martinez, The BCAP Collaborative Research Team
Published in Frontiers in Public Health (2017-05-01)Get full text
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Development and Validation of a Deep Learning Classifier Using Chest Radiographs to Predict Extubation Success in Patients Undergoing Invasive Mechanical Ventilation by Pranai Tandon, Kim-Anh-Nhi Nguyen, Masoud Edalati, Prathamesh Parchure, Ganesh Raut, David L. Reich, Robert Freeman, Matthew A. Levin, Prem Timsina, Charles A. Powell, Zahi A. Fayad, Arash Kia
Published in Bioengineering (2024-06-01)Get full text
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Clinical effectiveness and cost-effectiveness of surgical options for the management of anterior and/or posterior vaginal wall prolapse: two randomised controlled trials within a c... by Cathryn Glazener, Suzanne Breeman, Andrew Elders, Christine Hemming, Kevin Cooper, Robert Freeman, Anthony Smith, Suzanne Hagen, Isobel Montgomery, Mary Kilonzo, Dwayne Boyers, Alison McDonald, Gladys McPherson, Graeme MacLennan, John Norrie
Published in Health Technology Assessment (2016-12-01)Get full text
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Comparing Machine Learning and Nurse Predictions for Hospital Admissions in a Multisite Emergency Care System by Jonathan Nover, MBA, RN, Matthew Bai, MD, Prem Tismina, MS, Ganesh Raut, MS, Dhavalkumar Patel, MS, Girish N. Nadkarni, MD, MPH, Benjamin S. Abella, MD, MPhil, Eyal Klang, MD, Robert Freeman, DNP, RN, NE-BC
Published in Mayo Clinic Proceedings: Digital Health (2025-09-01)Get full text
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