Joseph Coco
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View article: Secondary use of radiological imaging data: Vanderbilt’s ImageVU approach
Secondary use of radiological imaging data: Vanderbilt’s ImageVU approach Open
ImageVU demonstrates a scalable and efficient approach for integrating clinical imaging into research workflows. By combining institutional data infrastructure with cloud-based storage and metadata-driven cohort identification, the platfor…
View article: Role and Use of Race in Artificial Intelligence and Machine Learning Models Related to Health
Role and Use of Race in Artificial Intelligence and Machine Learning Models Related to Health Open
The role and use of race within health-related artificial intelligence (AI) and machine learning (ML) models have sparked increasing attention and controversy. Despite the complexity and breadth of related issues, a robust and holistic fra…
View article: Role and Use of Race in AI/ML Models Related to Health (Preprint)
Role and Use of Race in AI/ML Models Related to Health (Preprint) Open
UNSTRUCTURED The role and use of race within health-related artificial intelligence and machine learning (AI/ML) models has sparked increasing attention and controversy. Despite the complexity and breadth of related issues, a robust and h…
View article: Secondary Use of Radiological Imaging Data: Vanderbilt's Imagevu Approach
Secondary Use of Radiological Imaging Data: Vanderbilt's Imagevu Approach Open
View article: Addressing ethical issues in healthcare artificial intelligence using a lifecycle-informed process
Addressing ethical issues in healthcare artificial intelligence using a lifecycle-informed process Open
Objectives Artificial intelligence (AI) proceeds through an iterative and evaluative process of development, use, and refinement which may be characterized as a lifecycle. Within this context, stakeholders can vary in their interests and p…
View article: Crowdsourcing Skin Demarcations of Chronic Graft-Versus-Host Disease in Patient Photographs: Training Versus Performance Study
Crowdsourcing Skin Demarcations of Chronic Graft-Versus-Host Disease in Patient Photographs: Training Versus Performance Study Open
Background Chronic graft-versus-host disease (cGVHD) is a significant cause of long-term morbidity and mortality in patients after allogeneic hematopoietic cell transplantation. Skin is the most commonly affected organ, and visual assessme…
View article: Developing Ethics and Equity Principles, Terms, and Engagement Tools to Advance Health Equity and Researcher Diversity in AI and Machine Learning: Modified Delphi Approach
Developing Ethics and Equity Principles, Terms, and Engagement Tools to Advance Health Equity and Researcher Diversity in AI and Machine Learning: Modified Delphi Approach Open
Background Artificial intelligence (AI) and machine learning (ML) technology design and development continues to be rapid, despite major limitations in its current form as a practice and discipline to address all sociohumanitarian issues a…
View article: Developing Ethics and Equity Principles, Terms, and Engagement Tools to Advance Health Equity and Researcher Diversity in AI and Machine Learning: Modified Delphi Approach (Preprint)
Developing Ethics and Equity Principles, Terms, and Engagement Tools to Advance Health Equity and Researcher Diversity in AI and Machine Learning: Modified Delphi Approach (Preprint) Open
BACKGROUND Artificial intelligence (AI) and machine learning (ML) technology design and development continues to be rapid, despite major limitations in its current form as a practice and discipline to address all sociohumanitarian issues …
View article: Crowdsourcing Skin Demarcations of Chronic Graft-Versus-Host Disease in Patient Photographs: Training Versus Performance Study (Preprint)
Crowdsourcing Skin Demarcations of Chronic Graft-Versus-Host Disease in Patient Photographs: Training Versus Performance Study (Preprint) Open
BACKGROUND Chronic graft-versus-host disease (cGVHD) is a significant cause of long-term morbidity and mortality in patients after allogeneic hematopoietic cell transplantation. Skin is the most commonly affected organ, and visual assessm…
View article: Feasibility and Short‐Term Effects of a Multi‐Component Emergency Department Blood Pressure Intervention: A Pilot Randomized Trial
Feasibility and Short‐Term Effects of a Multi‐Component Emergency Department Blood Pressure Intervention: A Pilot Randomized Trial Open
Background Emergency department (ED) visits can be opportunities to address uncontrolled hypertension. We sought to compare short‐term blood pressure measures between the Vanderbilt Emergency Room Bundle (VERB) intervention and usual care …
View article: User preferences for and engagement with text messages to support antihypertensive medication adherence: Findings from a pilot study evaluating an emergency department-based behavioral intervention
User preferences for and engagement with text messages to support antihypertensive medication adherence: Findings from a pilot study evaluating an emergency department-based behavioral intervention Open
View article: Extracting Medical Information from Paper COVID-19 Assessment Forms
Extracting Medical Information from Paper COVID-19 Assessment Forms Open
Objective This study examines the validity of optical mark recognition, a novel user interface, and crowdsourced data validation to rapidly digitize and extract data from paper COVID-19 assessment forms at a large medical center. Methods A…
View article: Visualization of aggregate perioperative data improves anesthesia case planning: A randomized, cross-over trial
Visualization of aggregate perioperative data improves anesthesia case planning: A randomized, cross-over trial Open
View article: Understanding the Information Needs and Context of Trauma Handoffs to Design Automated Sensing Clinical Documentation Technologies: Qualitative Mixed-Method Study of Military and Civilian Cases
Understanding the Information Needs and Context of Trauma Handoffs to Design Automated Sensing Clinical Documentation Technologies: Qualitative Mixed-Method Study of Military and Civilian Cases Open
Background Current methods of communication between the point of injury and receiving medical facilities rely on verbal communication, supported by brief notes and the memory of the field medic. This communication can be made more complete…
View article: Association of Elevated Blood Pressure in the Emergency Department With Chronically Elevated Blood Pressure
Association of Elevated Blood Pressure in the Emergency Department With Chronically Elevated Blood Pressure Open
Background Emergency department ( ED ) visits for hypertension are rising, but the importance of elevated blood pressure ( BP ) measured during the ED visit is controversial. We evaluated the relationship between ED BP and mean BP over the…
View article: Understanding the Information Needs and Context of Trauma Handoffs to Design Automated Sensing Clinical Documentation Technologies: Qualitative Mixed-Method Study of Military and Civilian Cases (Preprint)
Understanding the Information Needs and Context of Trauma Handoffs to Design Automated Sensing Clinical Documentation Technologies: Qualitative Mixed-Method Study of Military and Civilian Cases (Preprint) Open
BACKGROUND Current methods of communication between the point of injury and receiving medical facilities rely on verbal communication, supported by brief notes and the memory of the field medic. This communication can be made more complet…
View article: CYP2C19 Phenotype and Risk of Proton Pump Inhibitor–Associated Infections
CYP2C19 Phenotype and Risk of Proton Pump Inhibitor–Associated Infections Open
PPI therapy is associated with higher infection rates in children with normal CYP2C19 function than in those with increased CYP2C19 function, highlighting this adverse effect of PPI therapy and the relevance of CYP2C19 genotypes to …
View article: Front Matter: Volume 10951
Front Matter: Volume 10951 Open
View article: Copy-and-Paste in Medical Student Notes: Extent, Temporal Trends, and Relationship to Scholastic Performance
Copy-and-Paste in Medical Student Notes: Extent, Temporal Trends, and Relationship to Scholastic Performance Open
Background Medical students may observe and subsequently perpetuate redundancy in clinical documentation, but the degree of redundancy in student notes and whether there is an association with scholastic performance are unknown. Objectives…
View article: Crowdsourcing to delineate skin affected by chronic graft‐vs‐host disease
Crowdsourcing to delineate skin affected by chronic graft‐vs‐host disease Open
Background Estimating the extent of affected skin is an important unmet clinical need both for research and practical management in many diseases. In particular, cutaneous burden of chronic graft‐vs‐host disease ( cGVHD ) is a primary outc…
View article: Feasibility Assessment of a Pre-Hospital Automated Sensing Clinical Documentation System.
Feasibility Assessment of a Pre-Hospital Automated Sensing Clinical Documentation System. Open
Clinical documentation in the pre-hospital setting is challenged by limited resources and fast-paced, high-acuity. Military and civilian medics are responsible for performing procedures and treatments to stabilize the patient, while transp…
View article: A Crowdsourcing Framework for Medical Data Sets.
A Crowdsourcing Framework for Medical Data Sets. Open
Crowdsourcing services like Amazon Mechanical Turk allow researchers to ask questions to crowds of workers and quickly receive high quality labeled responses. However, crowds drawn from the general public are not suitable for labeling sens…