Profile

Joseph Watkins

Mathematics

Full Page

Overview

Research

Collaboration(39)

Page 1 of 8

Grants(5)

Natives Who Code: Creating New Stories - Creating Career Pathways
Active·2022·$41.6K / $500K·
External
Key Personnel (KP)
indigenous, computer science, career development, programming, diversity
Enhancing Pathways to PhD in the Mathematical Sciences
Active·2021·$13.5K / $150K·
External
Co-Investigator (COI)
phd pathways, mathematical sciences, education, higher education, academic careers
TRIPODS: UA-TRIPODS - Building Theoretical Foundations for Data Sciences
2017·$354.1K / $1.4M·
External
Co-Investigator (COI)
data science, theoretical foundations, building, research, foundations
The Sixth International Conference on Mathematical Modeling and Analysis of Populations in Biological Systems
2017·$3.6K / $18K·
External
Co-Investigator (COI)
mathematical modeling, biological systems, population analysis, international conference, mathematical analysis
Dwight David Eisenhower Transportation Fellowship Program Graduate Fellowship
2017·$4.5K·
External
Principal Investigator (PI)
transportation, fellowship, graduate studies, research funding, public policy

Publications(62)

Recent

Machine learning models reveal distinct disease subgroups and improve diagnostic and prognostic accuracy for individuals with pathogenic SCN8A gain-of-function variants

2024

machine learning, disease subgroups, diagnostic accuracy, prognostic accuracy, scn8a variants

Optimal Pair Matching Combined with Machine Learning Predicts that Omega-3 Fatty Acid Supplementation Markedly Reduces the Risk of Myocardial Infarction in African Americans

2024

nutrition, cardiovascular, machine learning, supplementation, risk prediction

Greater female than male resilience to mortality and morbidity in the Scn8a mouse model of pediatric epilepsy

2023

pediatric epilepsy, gender differences, mortality, mouse model, resilience

Clinical severity is correlated with age at seizure onset and biophysical properties of recurrent gain of function variants associated with SCN8A ‐related epilepsy

2023

epilepsy, seizure onset, clinical severity, biophysical properties, scn8a

Distinguishing Loss-of-Function and Gain-of-FunctionSCN8A Variants Using a Random Forest Classification Model Trained on Clinical Features

2023

genetic variation, machine learning, clinical analysis, neurological disorders, precision medicine

The International SCN8A Patient Registry: A Scientific Resource to Advance the Understanding and Treatment of a Rare Pediatric Neurodevelopmental Syndrome.

2023

neurodevelopmental disorders, pediatric neurology, rare diseases, medical registry, genetic research

Temporal Associations of Plasma Levels of the Secreted Phospholipase A sub 2 sub Family and Mortality in Severe COVID-19

2022

covid-19 mortality, plasma levels, phospholipase a2, temporal associations, severe covid-19

A novel non-linear dimension reduction approach to infer population structure for low-coverage sequencing data

2021

dimension reduction, population structure, non-linear inference, sequencing data, novel approach

Epidemics from the Eye of the Pathogen

2021

epidemiology, pathogen transmission, disease outbreaks, infectious diseases, public health

Indigenous Language Migration along the U.S. Southwestern Border mdash;the View from Arizona

2021

indigenous languages, migration, u.s. southwestern border, arizona, language preservation

People

Profile

Joseph Watkins

Collaboration(39)

Hao Zhang

Cynthia Thomson

Marta Civil

Michael Chertkov

Larry Head

Grants(5)

Natives Who Code: Creating New Stories - Creating Career Pathways

Enhancing Pathways to PhD in the Mathematical Sciences

TRIPODS: UA-TRIPODS - Building Theoretical Foundations for Data Sciences

The Sixth International Conference on Mathematical Modeling and Analysis of Populations in Biological Systems

Dwight David Eisenhower Transportation Fellowship Program Graduate Fellowship

Publications(62)

Machine learning models reveal distinct disease subgroups and improve diagnostic and prognostic accuracy for individuals with pathogenic SCN8A gain-of-function variants

Optimal Pair Matching Combined with Machine Learning Predicts that Omega-3 Fatty Acid Supplementation Markedly Reduces the Risk of Myocardial Infarction in African Americans

Greater female than male resilience to mortality and morbidity in the Scn8a mouse model of pediatric epilepsy

Clinical severity is correlated with age at seizure onset and biophysical properties of recurrent gain of function variants associated with SCN8A ‐related epilepsy

Distinguishing Loss-of-Function and Gain-of-FunctionSCN8A Variants Using a Random Forest Classification Model Trained on Clinical Features

The International SCN8A Patient Registry: A Scientific Resource to Advance the Understanding and Treatment of a Rare Pediatric Neurodevelopmental Syndrome.

Temporal Associations of Plasma Levels of the Secreted Phospholipase A sub 2 sub Family and Mortality in Severe COVID-19

A novel non-linear dimension reduction approach to infer population structure for low-coverage sequencing data

Epidemics from the Eye of the Pathogen

Indigenous Language Migration along the U.S. Southwestern Border mdash;the View from Arizona