Welcome to

eHealth and Data Analytics Research Lab

 
 
 
 
 
 
 

Projects

We research AI solutions for Health.


Sport Analytics

Sport Analytics

EHR Analytics

EHR Analytics

Activity Recognition in Children

Activity Recognition in Children


Publications

List of publications


Context-Aware Feature Query to Improve the Prediction Performancer: The decision to select which features to use andquery can be effectively addressed based on the available featuresor context. This paper presents a novel approach based on de-noising autoencoders and sensitivity analysis in neural networksto efficiently query for unknown features given the context.

  • Mohammad Kachuee
  • Anahita Hosseini
  • Babak Moatamed
  • Sajad Darabi
  • Majid Sarrafzadeh
2017July

An Active Learning Based Prediction of Epidural Stimulation Outcome in Spinal Cord Injury Patients Using Dynamic Sample weighting: Recent studies suggest that epidural stimulation of the spinal cord could increase the motor pattern both in motor and sensory complete spinal cord injury (SCI) patients. This paper presents a novel technique using machine learning methods to predict the functionality of a SCI patient after epidural stimulation.

  • Mohammad Kachuee
  • Lisa D. Moore
  • Tali Homsey
  • Hamidreza Ghasemi Damavandi
  • Babak Moatamed
  • Anahita Hosseini
  • Ruyi Huang
  • James Leiter
  • Daniel C. Lu
  • Majid Sarrafzadeh
2017July

Feasibility of a Secure Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma: To address the need for asthma self-management in pediatrics, we present the feasibility of a mobile health (mHealth) platform built on their prior work in an asthmatic adult and child.

  • Anahita Hosseini
  • Chris M. Buonocore
  • Sepideh Hashemzadeh
  • Hannaneh Hojaiji
  • Haik Kalantarian
  • Costas Sideris
  • Alex A.T. Buis
  • Christine E. King
  • Majid Sarrafzadeh
2017June

Members

Dr. Majid Sarrafzadeh

Professor

Ebrahim Nemati

Ph.D.

Babak Moatamed

Ph.D.

Anahita Hosseini

Ph.D.

Mohammad Kachuee

Ph.D.

Sajad Darabi

Ph.D.

Shayan Fazeli

Ph.D.

Tyler Davis

Ph.D.

Arthi Padmanabhan

Ph.D.

Migyeong Gwak

Ph.D.

Kimmo Kärkkäinen

Ph.D.

Lionel Levine

M.Sc

Alumni In Academia

Jun Dong Cho, Ph.D.

High Performance Physical Design in Multi-layer Packages

Professor at SungKyunDwan University

De-Sheng Chen, Ph.D.

Techniques for Low Power Circuit Design

Associate Professor at Feng Chia University

Weiliang Lin, Ph.D.

Interaction between Logic Synthesis and Physical Design

Professor at National Chung Hsin University

Kiarash Bazzargan, Ph.D.

Efficient Algorithms for Reconfigurable Systems

Associate Professor at University of Minnesota

Ryan Kastner, Ph.D.

Syntehesis Techniques and Optimizations for Reconfigurable Systems

Associate Professor at University of California, San Diego

Ankur Srivastava, Ph.D.

Methodologies for Predictability Optimization Through Resource Binding

Associate Professor at University of Maryland, College Park

Elaheh Bozorgzadeh, Ph.D.,

Predictable Design by Timing Budget Management

Associate Professor at University of California, Irvine

Seda Ogrenci Memik, Ph.D.

Design Planning for Synthesis

Associate Professor at Northwestern University

Soheil Ghiasi

Reconfigurable Computing in Heterogeneous Collaborative Systems

Associate Professor at University of California, Davis

Roozbeh Jafari, Ph.D.

Medical Embedded Systems

Assistant Professor at University of Texas, Dallas

Philip Brisk, Ph.D.

Advances in Static Single Assignment Form and Register Allocation

Assistant Professor at University of California, Riverside

Ani Nahapetian, Ph.D.

Algorithms for Embedded Systems with Medical Applications

Associate Professor, Cal State Northridge

Tammara Massey, Ph.D.

Data Driven and Optimization Techniques for Mobile Health Systems

Assistant Research Professor, Johns Hopkins University

Wenyao Xu, Ph.D.

Data Driven and Optimization Techniques for Mobile Health Systems

Assistant Professor, University at Buffalo

Bobak Jack Mortazavi, Ph.D.

Realistic-Motion Activity Recognition

Postdoctoral Associate, Yale University

Sunghoon Ivan Lee, Ph.D.

Objective Assessment of Movement Disorders in Patients with Degenerative Spinal Cord Disorders

Postdoctoral Researcher, Harvard Medical School

Ming-Chun Huang, Ph.D

Sensor Analytics for Healthcare Improvement

Postdoctoral Researcher, Harvard Medical School

Nabil Alshurafa

Building Smart and Integrated Remote Health Monitoring System

Assistant Professor, Northwestern University

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