Grants

Utilizing Fully Homomorphic Encryption for Privacy Preserving Machine Learning in Drug Development

Sponsor: Center for Data-Driven Drug Development and Treatment Assessment (DATA)

Amount: $36,347

PIs: Kayvan Najarian

Grant Start Date: 6/2023

Grant End Date: 6/2024

Modeling the relationship between automatic optic nerve sheath diameter measurements from computed tomography scans and intracranial pressure in traumatic brain injury patients

Sponsor: Massey Grand Challenge

Amount: $104,772

PIs: Erica Stein

Grant Start Date: 7/2023

Grant End Date: 6/2024

A Fuzzy Neural Network Physiologic Closed Loop Control System for Diuretic Management after Congenital Cardiac Surgery

Sponsor: FCVC Innovation Challenge

Amount: $47,004

PIs: Dan Ehrmann

Grant Start Date: 7/2023

Grant End Date: 6/2024

Technologic Innovation in Endoscopy for IBD

Sponsor: Johnson & Johnson

Amount: $1,878,697

PIs: Ryan Stidham

Grant Start Date: 5/2021

Grant End Date: 12/31/2024

SCH: INT: Improving Care for Heart Failure Patients Using Tropical Geometry and Soft Computing

Sponsor: National Science Foundation

Amount: $996,386

PIs: K. Najarian, K. Aaronson, H.Derksen, J.Golbus, J. Gryak

Grant Start Date: 9/14/2020

Grant End Date: 9/30/2024

Previous Grants

Modeling and Simulation of Blood Flow for Detection of Cardiovascular Events

Sponsor: Toyota Motor Company

Amount: $149,523

PIs: Kayvan Najarian

Grant Start Date: 5/1/2022

Grant End Date: 12/31/2023

Development of Cardiac Anomaly Prediction from Smartwatch Heart Rate

Sponsor: Toyota Motor Company

Amount: $251,973

PIs: Kayvan Najarian

Grant Start Date: 4/15/2022

Grant End Date: 12/31/2023

BIGDATA: F: Algorithms for Tensor-Based Modeling of Large-Scale Structured Data

Sponsor: National Science Foundation

Amount: $1,418,872.00

PIs: H. Derksen, K. Najarian, T. Cornell

Grant Start Date: 10/1/2018

Grant End Date: 9/30/2023

Development of Mechanism Leading to Cardiovascular Events using Probabilistic Models

Sponsor: Toyota Motor Company

Amount: $149,523

PIs: Kayvan Najarian

Grant Start Date: 5/1/2022

Grant End Date: 10/31/2023

SCH: INT: Collaborative Research: Data-In-Motion Prediction and Assessment of Acute Respiratory Distress Syndrome

Sponsor: National Science Foundation

Amount: $1,299,369

PIs: K. Najarian, M. Sjoding, K. Ward, and T.J. Iwashyna

Grant Start Date: 9/1/2017

Grant End Date: 8/31/2023

Development and Assessment of an In-Vehicle Cardiac Monitoring and Severe Event Prediction System

Sponsor: Toyota Motor Company

Amount: $2,083,196

PIs: Kayvan Najarian

Grant Start Date: 6/1/2017

Grant End Date: 12/15/2022

Racial Disparities in Health: The Roles of Stress, Social Relations and the Cardiovascular System

Sponsor: National Institutes of Health

Amount: $3,837,341

PIs: K. Najarian and K. Birditt

Grant Start Date: Thursday, September 1, 2016

Grant End Date: Monday, August 30, 2021

Image Processing and Machine Leaning for Prediction of Wound Healing

Sponsor: National Institutes of Health

Amount: $100,000

PIs: K. Najarian and J. Wrobel

Grant Start Date: Friday, September 1, 2017

Grant End Date: Friday, August 31, 2018

Establishment of Metabolomic-based Osteosarcoma Prognostic Model Using Non-Convex Kernel Models

Sponsor: Shanghai Jiao Tong University and University of Michigan

Amount: $213,736

PIs: K. Najarian and Yingqi Hua

Grant Start Date: Thursday, September 1, 2016

Grant End Date: Monday, August 30, 2021

A Multimodal Integrative Platform for Continuous Monitoring and Decision Support during Postoperative Care in Cardiac Patients

Sponsor: Department of Defense

Amount:$2,202,161

PIs: K. Najarian

Grant Start Date: Saturday, October 1, 2016

Grant End Date: Tuesday, October 1, 2019

AngioAid – A Computer-Based Platform Interpreting Coronary Angiograms

Sponsor: American Heart Association

Amount: $100,000

PIs: B. Nallamothu and K. Najarian

Grant Start Date: Saturday, April 1, 2017

Grant End Date: Sunday, March 31, 2019

Machine Learning Based Human Behavior Detection and Interpretation

Sponsor: Denso International America

Amount: $85,000

PIs: K. Najarian

Grant Start Date: Thursday, June 1, 2017

Grant End Date: Thursday, May 31, 2018

The Impact of Sleep Quality on Symptoms, Cognition, and Functioning in SCI

Sponsor: Craig H. Neilsen Foundation

Amount: $414,735

PIs: N. Carlozzi, K. Najarian, and Anna Kratz

Grant Start Date: Saturday, April 30, 2016

Grant End Date: Wednesday, April 29, 2020

Integrative Predictors of Temporomandibular Osteoarthritis

Sponsor: National Institutes of Health

Amount: $233,900

PIs: L. Cevidanes, K. Najarian, S.M.R. Soroushmehr

Grant Start Date: Sunday, September 13, 2020

Grant End Date: Monday, May 31, 2021

Novel Noninvasive Methods of Intracranial Pressure and Cerebrovascular Autoregulation Assessment: Seeing the Brain through the Eyes during Postoperative Care in Cardiac Patients

Sponsor: Department of Defense

Amount: $1,480,171

PIs: M. Hakam Tiba; Co-Is: Kayvan Najarian, Craig Williamson

Grant Start Date: Monday, January 1, 2018

Grant End Date: Thursday, December 31, 2020

Non-Invasive Monitoring of Peripheral Artery Behavior via Wearable Sensors

Sponsor: National Science Foundation

Amount: $374,999

PIs: K. Oldham, K. Najarian and K. Ward

Grant Start Date: Friday, July 1, 2016

Grant End Date: Sunday, June 30, 2019

PFI:AIR:TT: Computer-Aided Decision Support System for Pelvic and Abdominal Traumatic Injuries, GOALI Supplement

Sponsor: National Science Foundation

Amount: $39,999

PIs: K. Najarian

Grant Start Date: Monday, May 1, 2017

Grant End Date: Saturday, December 30, 2017

STTR Phase I: A Fully-Automated Endoscopic Scoring System for Ulcerative Colitis

Sponsor: National Science Foundation

Amount: $113,630

PIs: K. Najarian, S.M.R. Soroushmehr

Grant Start Date: Saturday, February 1, 2020

Grant End Date: Sunday, January 31, 2021

SBIR Phase II: Leveraging Health Information Health Technology to Improve Communication Between Cancer Patients and Providers - ERC Supplement

Sponsor: National Science Foundation/Care Progress LLC

Amount: $55,145.00

PIs: K.Najarian

Grant Start Date: Thursday, October 5, 2017

Grant End Date: Friday, August 31, 2018