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Majid Afshar

Associate Professor

University of Wisconsin-Madison

United States

Research Interests

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Professors in United States

Articles (19)

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Collaborators (17)

jay koyner

Associate Professor of Medicine

University of Chicago

UNITED STATES

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YANJUN GAO

Assistant Professor

University of Colorado Anschutz Medical Campus

UNITED STATES

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Madeline Oguss

University of Wisconsin-Madison

UNITED STATES

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Guanhua Chen

Associate Professor

University of Wisconsin-Madison

UNITED STATES

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Mary Ryan Baumann

Assistant Professor

University of Wisconsin-Madison

UNITED STATES

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Roxana Daneshjou

Stanford University

UNITED STATES

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John Garrett

Associate Professor and Director of Imaging Informatics (Radiology)

University of Wisconsin-Madison

UNITED STATES

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Ruizhe Li

Assistant Professor

University of Birmingham

UNITED KINGDOM

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Matthew Churpek

Professor

University of Wisconsin-Madison

UNITED STATES

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Elizabeth Salisbury-Afshar

UNITED STATES

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ellen burnham

Professor of Medicine

University of Colorado Boulder

UNITED STATES

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Paul Reynolds

Assistant Professor

University of Colorado Boulder

UNITED STATES

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Marlon P. Mundt

Professor

University of Wisconsin School of Medicine and Public Health

UNITED STATES

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Giovanni Enrico Cacciamani

University of Southern California

UNITED STATES

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Tyree Kiser

Professor

University of Colorado Denver School of Pharmacy

UNITED STATES

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Timothy Miller

Associate Professor

Boston Children's Hospital

UNITED STATES

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Mariah Quinn

Professor of Medicine

University of Wisconsin-Madison

UNITED STATES

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Majid Afshar

Research Interests

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Articles (19)

Evaluating retrieval-augmented generation versus long-context input for clinical reasoning over electronic health records

Individualized Treatment Effects of Steroids in Veterans Hospitalized with COVID-19: a National Machine Learning Analysis

Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients: Observational Cohort Study

Multicenter Development and Validation of a Multimodal Deep Learning Model to Predict Moderate to Severe AKI

Comparison of Deep Learning Approaches Using Chest Radiographs for Predicting Clinical Deterioration: Retrospective Observational Study

Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study

Clinical implementation of AI-based screening for risk for opioid use disorder in hospitalized adults

The TRIPOD-LLM reporting guideline for studies using large language models: a Korean translation

Toward digital twins in the intensive care unit: a medication management case study

LCD benchmark: long clinical document benchmark on mortality prediction for language models

Lessons learned on information retrieval in electronic health records: a comparison of embedding models and pooling strategies

A Pragmatic Randomized Controlled Trial of Ambient Artificial Intelligence to Improve Health Practitioner Well-Being

A Novel Playbook for Pragmatic Trial Operations to Monitor and Evaluate Ambient Artificial Intelligence in Clinical Practice

Uncertainty estimation in diagnosis generation from large language models: next-word probability is not pre-test probability

On the role of the UMLS in supporting diagnosis generation proposed by Large Language Models

Association between Substance Misuse and Outcomes in Critically III Patients with Pneumonia

DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing

Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults

Creation of a data commons for substance misuse related health research through privacy-preserving patient record linkage between hospitals and state agencies

Collaborators (17)

jay koyner

YANJUN GAO

Madeline Oguss

Guanhua Chen

Mary Ryan Baumann

Roxana Daneshjou

John Garrett

Ruizhe Li

Matthew Churpek

Elizabeth Salisbury-Afshar

ellen burnham

Paul Reynolds

Marlon P. Mundt

Giovanni Enrico Cacciamani

Tyree Kiser

Timothy Miller

Mariah Quinn

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