Reza Hosseini Ghomi
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Science

Past Projects

COLLEGE STUDENT DEPRESSION STUDY
VOICEOME
FRAMINGHAM HEART STUDY
SAGE BIONETWORKS
TIGER STUDY
BAND LAB
VOICES OF DEPRESSION IN WOMEN
Neurolex
USC DAIC WOZ
SCHIZOPHRENIA.COM
EMORY UNIVERSITY ALZHEIMER'S DISEASE RESEARCH CENTER
PROJECT ECHO
MENTAL HEALTH AMERICA
CLOSED-LOOP DEEP BRAIN STIMULATION
Creativ Lab

Scientific Writing

2020
Assessing the Utility of Language and Voice Biomarkers to Predict Cognitive Impairment in the Framingham Heart Study Cognitive Aging Cohort Data
Assessment of Real-World Use of Behavioral Health Mobile Applications by a Novel Stickiness Metric
An Analysis of Automated Parkinson’s Diagnosis Using Voice: Methodology and Future Directions
Validation of Remote Testing using BrainCheck, a Computerized Neurocognitive Test
Use of Tablet-Based Neurocognitive Assessment Software for the Detection of Alcohol Impairment
Validity of Computer Based Administration of Cognitive Assessments compared to Traditional Paper-based Administration
Automated Voice Biomarkers for Depression Symptoms using an Online Cross-Sectional Data Collection Initiative
Detection of mTBI in pediatric populations using BrainCheck, a tablet-based cognitive testing software
A Proposed Framework for Addressing Social Justice Concerns in Future Digital Biomarker Research
Investigating Voice as a Biomarker: Deep Phenotyping Methods for Early Detection of Parkinson's Disease
2019
Depression Screening from Voice Samples of Patients Affected by Parkinson’s Disease. 
By the Numbers – Ratings and Utilization of Mobile Health (mHealth) Applications for Behavioral Health
DigiVoice: Voice Based Featurization and Analysis Pipeline. 
Evaluating Acoustic and Linguistic Features of Detecting Depression Sub-Challenge Dataset
Data Visualization: Association of acoustic biomarkers and neuropsychological measures in the Framingham Heart Study (FHS)
Acoustic Vocal Features in the Subtyping of Adolescent Depression Using Machine Learning
Interactive Visualization of Parkinson's Disease Walking Data
Voice Biomarker Identification for Effects of Deep-Brain Stimulation on Parkinson’s Disease     Poster
​Novel methods for Data Collection, Teaching, and Collaboration During Graduate Medical Training
2018
Parkinson’s Disease Classification of mPower Walking Activity Participants
Parkinson’s Disease Diagnosis Using Machine Learning and Voice
​Identifying Neuropsychiatric Illnesses from Voice Samples
2017
Acceptability of mHealth augmentation of Collaborative Care: A mixed methods pilot study
Patient Oriented health technologies: Patients' perspectives and use
2016
​The influence of Diet and Gut Microbiota in Schizophrenia
2015
​Schizophrenia and the Gut-Brain Axis
2012
​Lower Leg Muscle Involvement in Duchenne Muscular Dystrophy: an MR Imaging and Spectroscopy Study
2011
​Determinants of Bone Mineral Density in Obese Premenopausal Women
​Adiponectin is Inversely Associated with Intramyocellular and Intrahepatic Lipids in Obese Premenopausal Women
​Modular MR-Compatible Lower Leg Exercise Device for Whole-body Scanners
​Vertebral Bone Marrow Fat is Positively Associated with Visceral Fat and Inversely Associated with IGF-1 in Obese Women
2010
​Comparison of DXA and CT in the Assessment of Body Composition in Premenopausal Women with Obesity and Anorexia Nervosa
​Comparison of 3.0 T Proton Magnetic Resonance Spectroscopy Short and Long Echo-Time Measures of Intramyocellular Lipids in Obese and Normal-Weight Women
​Breath-Hold 1H-Magnetic Resonance Spectroscopy for Intrahepatic Lipid Quantification at 3 Tesla
2009
​Peak Growth Hormone-Releasing Hormone-Arginine-Stimulated Growth Hormone is Inversely Associated with Intramyocellular and Intrahepatic Lipid Content in Premenopausal Women with Obesity 
​Increased Bone Marrow Fat in Anorexia Nervosa
2008
​Registering MR Images with Histological Sections using Vascular Landmarks


© Reza Hosseini Ghomi

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