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Sample 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

Majid Sarrafzadeh

Professor

Ebrahim Nemati

Ph.D.

Babak Moatamed

Ph.D.

Anahita Hosseini

Ph.D.

Migyeong Gwak

Ph.D.

Mohammad Kachuee

Ph.D.

Sajad Darabi

Ph.D.

Shayan Fazeli

Ph.D.

Tyler Davis

Ph.D.

Arthi Padmanabhan

Ph.D.

Kimmo Kärkkäinen

Ph.D.

Lionel Levine

M.Sc

Orpaz Goldstein

M.Sc

Andrew Chen

M.Sc

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