Daniel Fabbri

Daniel Fabbri

Vanderbilt University

H-index: 20

North America-United States

About Daniel Fabbri

Daniel Fabbri, With an exceptional h-index of 20 and a recent h-index of 17 (since 2020), a distinguished researcher at Vanderbilt University, specializes in the field of Database, Data Mining, Electronic Medical Records, Privacy, Security.

His recent articles reflect a diverse array of research interests and contributions to the field:

Prediction of Effectiveness and Toxicities of Immune Checkpoint Inhibitors Using Real-World Patient Data

Use of noisy labels as weak learners to identify incompletely ascertainable outcomes: A Feasibility study with opioid-induced respiratory depression

Next Generation of Electronic Medical Record Search Engines to Support Chart Reviews: A Systematic User Study and Future Research Direction

Strengths, weaknesses, opportunities and threats of using AI-enabled technology in sleep medicine: a commentary

Aggregation and Contextualization of Murine Investigations Improves Discovery of Significant Human Atherosclerotic Cardiovascular Disease Associations

Scalable Incident Detection via Natural Language Processing and Probabilistic Language Models

Objective Pharyngeal Phenotyping in Obstructive Sleep Apnea With High-Resolution Manometry

Crowdsourcing Skin Demarcations of Chronic Graft-Versus-Host Disease in Patient Photographs: Training Versus Performance Study

Daniel Fabbri Information

University

Position

___

Citations(all)

1461

Citations(since 2020)

1171

Cited By

680

hIndex(all)

20

hIndex(since 2020)

17

i10Index(all)

39

i10Index(since 2020)

32

Email

University Profile Page

Vanderbilt University

Google Scholar

View Google Scholar Profile

Daniel Fabbri Skills & Research Interests

Database

Data Mining

Electronic Medical Records

Privacy

Security

Top articles of Daniel Fabbri

Title

Journal

Author(s)

Publication Date

Prediction of Effectiveness and Toxicities of Immune Checkpoint Inhibitors Using Real-World Patient Data

JCO Clinical Cancer Informatics

Levente Lippenszky

Kathleen F Mittendorf

Zoltán Kiss

Michele L LeNoue-Newton

Pablo Napan-Molina

...

2024/2

Use of noisy labels as weak learners to identify incompletely ascertainable outcomes: A Feasibility study with opioid-induced respiratory depression

Heliyon

Alvin D Jeffery

Daniel Fabbri

Ruth M Reeves

Michael E Matheny

2024/1/30

Next Generation of Electronic Medical Record Search Engines to Support Chart Reviews: A Systematic User Study and Future Research Direction

Journal of Economy and Technology

Cheng Ye

Daniel Fabbri

2024/4/3

Strengths, weaknesses, opportunities and threats of using AI-enabled technology in sleep medicine: a commentary

Journal of Technology Development Management

Negin Fallah Haghighi

Ghasem Ramezanpour Nargesi

Mahdieh Sadat Mirtorabi

Masoud Bijani

2020/8/28

Aggregation and Contextualization of Murine Investigations Improves Discovery of Significant Human Atherosclerotic Cardiovascular Disease Associations

Circulation

Megan M Shuey

Yihua Wang

Rachel R Xiang

Aaron Zou

Protiva Rahman

...

2024/3/26

Scalable Incident Detection via Natural Language Processing and Probabilistic Language Models

medRxiv

Colin G Walsh

Drew Wilimitis

Qingxia Chen

Aileen Wright

Jhansi Kolli

...

2023

Objective Pharyngeal Phenotyping in Obstructive Sleep Apnea With High-Resolution Manometry

Otolaryngology–Head and Neck Surgery

David Kent

William Scott

Cheng Ye

Daniel Fabbri

2023

Crowdsourcing Skin Demarcations of Chronic Graft-Versus-Host Disease in Patient Photographs: Training Versus Performance Study

JMIR dermatology

Andrew J McNeil

Kelsey Parks

Xiaoqi Liu

Bohan Jiang

Joseph Coco

...

2023/12/26

Development of a machine learning model to predict intraoperative transfusion and guide type and screen ordering

Biophysical chemistry

Gabriela Bitencourt-Ferreira

Walter Filgueira de Azevedo

2018/9/1

Accelerated curation of checkpoint inhibitor-induced colitis cases from electronic health records

JAMIA open

Protiva Rahman

Cheng Ye

Kathleen F Mittendorf

Michele Lenoue-Newton

Christine Micheel

...

2023/4/1

Systems approach to integrating preclinical apolipoprotein E-Knockout investigations reveals novel etiologic pathways and master atherosclerosis network in humans

Arteriosclerosis, thrombosis, and vascular biology

Megan M Shuey

Rachel R Xiang

M Elizabeth Moss

Brigett V Carvajal

Yihua Wang

...

2022/1

Accelerated Data Curation of Colitis Cases.

Protiva Rahman

Cheng Ye

Kate Mittendorf

Michele L LeNoue-Newton

Christine Micheel

...

2022

Classifying Infection Risk Following Pediatric Cardiac Surgery

Kaitlin Williamson

Daniel Fabbri

2022

Detecting Personal Health Mentions from Social Media Using Supervised Machine Learning

Zhijun Yin

Congning Ni

Daniel Fabbri

S Trent Rosenbloom

Bradley Malin

2022/11/23

Semi-Automated Data Curation from Biomedical Literature

Protiva Rahman

Rachel Xiang

Yihua Wang

Joshua Beckman

Quinn Wells

...

2022

Overcoming barriers in academic-industry partnerships to improve predictive modeling in immuno-oncology.

Kathleen F Mittendorf

Christine Micheel

Michele LeNoue-Newton

Protiva Rahman

Daniel Fabbri

...

2022/6/1

User preferences for and engagement with text messages to support antihypertensive medication adherence: findings from a pilot study evaluating an emergency department-based …

Patient education and counseling

Lyndsay A Nelson

Andrew J Spieker

Sunil Kripalani

Russell L Rothman

Christianne L Roumie

...

2022/6/1

Automatic Data Curation from Unstructured Text

American Medical Informatics Association Annual Symposium

Protiva Rahman

Daniel Fabbri

2022

Feasibility and Short‐Term Effects of a Multi‐Component Emergency Department Blood Pressure Intervention: A Pilot Randomized Trial

Journal of the American Heart Association

Andrew J Spieker

Lyndsay A Nelson

Russell L Rothman

Christianne L Roumie

Sunil Kripalani

...

2022/3/1

Implications of Selection Bias Due to Delayed Study Entry in Clinical Genomic Studies

JAMA oncology

Samantha Brown

Jessica A Lavery

Ronglai Shen

Axel S Martin

Kenneth L Kehl

...

2022/2/1

See List of Professors in Daniel Fabbri University(Vanderbilt University)

Co-Authors

H-index: 66
Bennett Allan Landman

Bennett Allan Landman

Vanderbilt University

H-index: 56
Bradley Malin

Bradley Malin

Vanderbilt University

academic-engine