Robert Freeman

14 papers Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A distributional reinforcement learning model for optimal glucose control after cardiac surgery.
npj Digit. Medicine
Jacob Desman, Zhang-Wei Hong, Moein Sabounchi, Ashwin S. Sawant, Jaskirat Gill, Ana C. Costa, Gagan Kumar, Rajeev Sharma, Arpeta Gupta, Paul McCarthy, Veena Nandwani, Doug Powell, Alexandra Carideo, Donnie Goodwin, Sanam Ahmed, Umesh Gidwani, Matthew A. Levin, Robin Varghese, Farzan Filsoufi, Robert Freeman, Avniel Shetreat-Klein, Alexander W. Charney, Ira S. Hofer, Lili Chan, David Reich, Patricia H. Kovatch, Roopa Kohli-Seth, Monica Kraft, Pulkit Agrawal, John A. Kellum, Girish N. Nadkarni, Ankit Sakhuja
2025 J jnl
A scalable framework for benchmark embedding models in semantic health-care tasks.
J. Am. Medical Informatics Assoc.
Shelly Soffer, Mahmud Omar, Moran Gendler, Benjamin S. Glicksberg, Patricia H. Kovatch, Orly Efros, Robert Freeman, Alexander W. Charney, Girish N. Nadkarni, Eyal Klang
2025 J jnl
Less Context, Same Performance: A RAG Framework for Resource-Efficient LLM-Based Clinical NLP.
CoRR
Satya Narayan Cheetirala, Ganesh Raut, Dhavalkumar Patel, Fabio Sanatana, Robert Freeman, Matthew A. Levin, Girish N. Nadkarni, Omar Dawkins, Reba Miller, Randolph M. Steinhagen, Eyal Klang, Prem Timsina
2024 J jnl
A strategy for cost-effective large language model use at health system-scale.
npj Digit. Medicine
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
2024 — conf
AI Literacy for Hispanic-Serving Institution (HSI) Students.
AAAI Spring Symposia
Neelu Sinha, Rama Madhavarao, Robert Freeman, Irene Oujo, Janet Boyd
2024 J jnl
Assessing calibration and bias of a deployed machine learning malnutrition prediction model within a large healthcare system.
npj Digit. Medicine
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
2024 J jnl
Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services.
CoRR
Dhavalkumar Patel, Ganesh Raut, Satya Narayan Cheetirala, Girish N. Nadkarni, Robert Freeman, Benjamin S. Glicksberg, Eyal Klang, Prem Timsina
2024 J jnl
Derivation, external and clinical validation of a deep learning approach for detecting intracranial hypertension.
npj Digit. Medicine
Faris F. 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 H. Kovatch, Robert Freeman, Ira S. Hofer, Ankit Sakhuja, Neha S. Dangayach, David S. Reich, Alexander W. Charney, Girish N. Nadkarni
2024 J jnl
Evaluating the accuracy of a state-of-the-art large language model for prediction of admissions from the emergency room.
J. Am. Medical Informatics Assoc.
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
2024 J jnl
Local large language models for privacy-preserving accelerated review of historic echocardiogram reports.
J. Am. Medical Informatics Assoc.
Akhil Vaid, Son Q. Duong, Joshua Lampert, Patricia H. Kovatch, Robert Freeman, Edgar Argulian, Lori Croft, Stamatios Lerakis, Martin Goldman, Rohan Khera, Girish N. Nadkarni
2024 — conf
Membership and Participation in our RCD Communities: What is it and how are we doing?
PEARC
Kirk Anne, Robert Freeman, Chris Reidy, Gabriel King Smith, Gil Speyer, Wei Yin
2023 J jnl
A Facile Graphene Conductive Polymer Paper Based Biosensor for Dopamine, TNF-α, and IL-6 Detection.
Sensors
Md Ashiqur Rahman, Ramendra Kishor Pal, Nazmul Islam, Robert Freeman, Francois Berthiaume, Aaron Mazzeo, Ali Ashraf
2022 J jnl
Innovating in a crisis: a qualitative evaluation of a hospital and Google partnership to implement a COVID-19 inpatient video monitoring program.
J. Am. Medical Informatics Assoc.
Ksenia Gorbenko, Afrah Mohammed, Edward II Ezenwafor, Sydney Phlegar, Patrick Healy, Tamara Solly, Ingrid Nembhard, Lucy Xenophon, Cardinale Smith, Robert Freeman, David Reich, Madhu Mazumdar
2021 J jnl
A Simple Free-Text-like Method for Extracting Semi-Structured Data from Electronic Health Records: Exemplified in Prediction of In-Hospital Mortality.
Big Data Cogn. Comput.
Eyal Klang, Matthew A. Levin, Shelly Soffer, Alexis Zebrowski, Benjamin S. Glicksberg, Brendan G. Carr, Jolion Mcgreevy, David L. Reich, Robert Freeman