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Computer Science

D-Index
77
Citations
19337
World Ranking
1297
National Ranking
686

Overview

Majid Sarrafzadeh is affiliated with the University of California, Los Angeles in the United States. Their research spans across the fields of Computer Science and Medicine, with a focus on several interdisciplinary subfields and topics.

The primary subfields of study for Majid Sarrafzadeh include:

  • Artificial Intelligence
  • Epidemiology
  • Sociology and Political Science
  • Computer Vision and Pattern Recognition
  • Applied Psychology

The main research topics covered by their work involve:

  • Machine Learning in Healthcare
  • Digital Mental Health Interventions
  • Data-Driven Disease Surveillance
  • Chronic Disease Management Strategies
  • Context-Aware Activity Recognition Systems
  • COVID-19 diagnosis using AI
  • Mobile Health and mHealth Applications

Recent publications by Majid Sarrafzadeh include:

  • "Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World" (2021) published in IEEE Internet of Things Journal
  • "Biomedical REAl-Time Health Evaluation (BREATHE): toward an mHealth informatics platform" (2020) published in JAMIA Open
  • "Leveraging Social Media Activity and Machine Learning for HIV and Substance Abuse Risk Assessment: Development and Validation Study" (2021) published in Journal of Medical Internet Research
  • "Generative Imputation and Stochastic Prediction" (2020) published in IEEE Transactions on Pattern Analysis and Machine Intelligence
  • "Minimal handgrip force is needed for transcutaneous electrical stimulation to improve hand functions of patients with severe spinal cord injury" (2022) published in Scientific Reports

Majid Sarrafzadeh has frequently published in several scholarly venues including:

  • arXiv (Cornell University)
  • International Journal of Environmental Research and Public Health
  • IEEE Internet of Things Journal
  • JAMIA Open
  • Journal of Medical Internet Research

Among frequent collaborators are the following coauthors:

  • Shayan Fazeli
  • Mohammad Kachuee
  • Anaelia Ovalle
  • Kimmo Kärkkäinen
  • Lionel Levine

Best Publications

  • ECG Heartbeat Classification: A Deep Transferable Representation

    Mohammad Kachuee;Shayan Fazeli;Majid Sarrafzadeh

  • Optimal Energy Aware Clustering in Sensor Networks

    Soheil Ghiasi;Ankur Srivastava;Xiaojian Yang;Majid Sarrafzadeh

  • Fast template placement for reconfigurable computing systems

    K. Bazargan;R. Kastner;M. Sarrafzadeh

  • Dragon2000: standard-cell placement tool for large industry circuits

    Maogang Wang;Xiaojian Yang;Majid Sarrafzadeh

  • The Advanced Health and Disaster Aid Network: A Light-Weight Wireless Medical System for Triage

    Tia Gao;T. Massey;L. Selavo;D. Crawford

  • Routability-driven white space allocation for fixed-die standard-cell placement

    Xiaojian Yang;Bo-Kyung Choi;M. Sarrafzadeh

  • An Introduction To VLSI Physical Design

    Majid Sarrafzadeh;C. K. Wong

  • Provably good performance-driven global routing

    J. Cong;A.B. Kahng;G. Robins;M. Sarrafzadeh

  • A quick safari through the reconfiguration jungle

    Patrick Schaumont;Ingrid Verbauwhede;Kurt Keutzer;Majid Sarrafzadeh

  • Variable voltage scheduling

    Salil Raje;Majid Sarrafzadeh

  • eCushion: A Textile Pressure Sensor Array Design and Calibration for Sitting Posture Analysis

    Wenyao Xu;Ming-Chun Huang;Navid Amini;Lei He

  • Wireless sensor networks for health monitoring

    R. Jafari;A. Encarnacao;A. Zahoory;F. Dabiri

  • A Remote Patient Monitoring System for Congestive Heart Failure

    Myung-Kyung Suh;Chien-An Chen;Jonathan Woodbridge;Michael Kai Tu

  • Toward unsupervised activity discovery using multi-dimensional motif detection in time series

    Alireza Vahdatpour;Navid Amini;Majid Sarrafzadeh

  • Activity-driven clock design for low power circuits

    Gustavo E. Téllez;Amir Farrahi;Majid Sarrafzadeh

  • Congestion estimation during top-down placement

    Xiaojian Yang;R. Kastner;M. Sarrafzadeh

  • Engaging Cervical Spinal Cord Networks to Reenable Volitional Control of Hand Function in Tetraplegic Patients

    Daniel C. Lu;V. Reggie Edgerton;Morteza Modaber;Nicholas AuYong

  • Monitoring eating habits using a piezoelectric sensor-based necklace

    Haik Kalantarian;Nabil Alshurafa;Tuan Le;Majid Sarrafzadeh

  • Predictable routing

    Ryan Kastner;Elaheh Bozorgzadeh;Majid Sarrafzadeh

  • Pattern routing: use and theory for increasing predictability and avoiding coupling

    R. Kastner;E. Bozorgzadeh;M. Sarrafzadeh

  • Instruction generation for hybrid reconfigurable systems

    Ryan Kastner;Seda Ogrenci-Memik;Elaheh Bozorgzadeh;Majid Sarrafzadeh

Frequent Co-Authors

Wenyao Xu
Wenyao Xu University at Buffalo, State University of New York
Ryan Kastner
Ryan Kastner University of California, San Diego
Hassan Ghasemzadeh
Hassan Ghasemzadeh Arizona State University
Roozbeh Jafari
Roozbeh Jafari Texas A&M University
Philip Brisk
Philip Brisk University of California, Riverside
Miodrag Potkonjak
Miodrag Potkonjak University of California, Los Angeles
Der-Tsai Lee
Der-Tsai Lee Academia Sinica
Jason Cong
Jason Cong University of California, Los Angeles
Ankur Srivastava
Ankur Srivastava University of Maryland, College Park
Lei He
Lei He University of California, Los Angeles

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