output
20102026
most citedDevelopment and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer

509 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2021Show all

7 papers · 1 filter

cs.IR2021★ 220 cited

Public sentiment analysis and topic modeling regarding COVID-19 vaccines on the Reddit social media platform: A call to action for strengthening vaccine confidence

Chad A Melton, Olufunto A Olusanya, Nariman Ammar +1

The COVID-19 pandemic fueled one of the most rapid vaccine developments in history. However, misinformation spread through online social media often leads to negative vaccine senti…

cs.CY2021★ 34 cited

An Urban Population Health Observatory System to Support COVID-19 Pandemic Preparedness, Response, and Management: Design and Development Study

Whitney S. Brakefield, Nariman Ammar, Olufunto A. Olusanya +1

Background: COVID-19 is impacting people worldwide and is currently a leading cause of death in many countries. This study sought to redefine the Healthy People 2030 SDoH taxonomy…

cs.LG2021★ 98 cited

Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation

Khalid Alghatani, Nariman Ammar, Abdelmounaam Rezgui +1

Patient monitoring is vital in all stages of care. We here report the development and validation of ICU length of stay and mortality prediction models. The models will be used in a…

cs.CY2021★ 4 cited

A Data Science Approach to Analyze the Association of Socioeconomic and Environmental Conditions With Disparities in Pediatric Surgery

Oguz Akbilgic, Eun Kyong Shin, Arash Shaban-Nejad

Scientific evidence confirm that significant racial disparities exist in healthcare, including surgery outcomes. However, the causal pathway underlying disparities at preoperative…

cs.AI2021★ 41 cited

Using a Personal Health Library-Enabled mHealth Recommender System for Self-Management of Diabetes Among Underserved Populations: Use Case for Knowledge Graphs and Linked Data

Nariman Ammar, James E Bailey, Robert L Davis +1

Personal health libraries (PHLs) provide a single point of secure access to patients digital health data and enable the integration of knowledge stored in their digital health prof…

q-bio.QM2021★ 53 cited

Time to revisit the endpoint dilution assay and to replace TCID and PFU as measures of a virus sample's infection concentration

Daniel Cresta, Donald C. Warren, Christian Quirouette +4

The infectivity of a virus sample is measured by the infections it causes, via a plaque or focus forming assay (PFU or FFU) or an endpoint dilution (ED) assay (TCID, CCID$_{…

stat.CO2021★ 2 cited

Unified Robust Boosting

Zhu Wang

Boosting is a popular algorithm in supervised machine learning with wide applications in regression and classification problems. It combines weak learners, such as regression trees…