Shahrokh Valaee, University of Toronto

Research

Airway Oscillometry Lung Physiology Machine Learning Spirometry

Latest papers

Deep learning using multilayer perception improves the diagnostic acumen of spirometry: a single-centre Canadian study.
BMJ open respiratory research · 2022
Robust Distributed Collaborative Beamforming for Wireless Sensor Networks with Channel Estimation Impairments.
Sensors (Basel, Switzerland) · 2019 · senior author
On the relationship between multicast/broadcast throughput and resource utilizations in wireless mesh networks.
TheScientificWorldJournal · 2013 · senior author

All 3 publications

Latest funding

Sensing and Localization using Orthogonal Time Frequency Space Signalling and Reconfigurable Intelligent Surfaces
NSERC · 2023 · Principal investigator
$118,000
Localization of Wireless Terminals via Ising Energy Minimization
NSERC · 2022 · Principal investigator
$175,000
Development of Machine Learning to Assess Lung Function Using Airway Oscillometry
NSERC · 2019 · Co-investigator
$413,641

All 21 grants and awards

3 publications.

01

Deep learning using multilayer perception improves the diagnostic acumen of spirometry: a single-centre Canadian study.

Mac A, Xu T, Wu JKY, Belousova N, Kitazawa H, Vozoris N, Rozenberg D, Ryan CM, Valaee S, Chow CW

BMJ open respiratory research2022

DOI: 10.1136/bmjresp-2022-001396 PMID: 36572484

02

Robust Distributed Collaborative Beamforming for Wireless Sensor Networks with Channel Estimation Impairments.

Smida OB, Zaidi S, Affes S, Valaee S

Sensors (Basel, Switzerland)2019Senior author

DOI: 10.3390/s19051061 PMID: 30832314

03

On the relationship between multicast/broadcast throughput and resource utilizations in wireless mesh networks.

Avokh A, Mirjalily G, Abouei J, Valaee S

TheScientificWorldJournal2013Senior author

DOI: 10.1155/2013/794549 PMID: 24348188

Sensing and Localization using Orthogonal Time Frequency Space Signalling and Reconfigurable Intelligent Surfaces

Principal investigatorNSERC2023Discovery Grants Program - Individual

Principal investigators: Valaee, Shahrokh

Keywords: 6G wireless Systems; Human Activity Recognition; Intgerated Sensing and Communications; Localization; Orthogonal Time Freqneucy and Space Signalling; Reconfigurable Intelligent Surfaces

$118,000

Localization of Wireless Terminals via Ising Energy Minimization

Principal investigatorNSERC2022Alliance Grants

Principal investigators: Valaee, Shahrokh S

$175,000

Development of Machine Learning to Assess Lung Function Using Airway Oscillometry

Co-investigatorNSERC2019Collaborative Health Research Projects

Principal investigators: Chow, ChungWai

$413,641

Automatic Training and Radiomap Collection for Indoor Location Estimation

Principal investigatorNSERC2018Engage Grants Program

Principal investigators: Valaee, Shahrokh

$25,000

Development of Machine Learning to Assess Lung Function Using Airway Oscillometry

Principal investigatorCIHR2018Collaborative Health Research Projects (NSERC partnered)

Principal investigators: Chow, Chung-Wai; Ryan, Clodagh M; Valaee, Shahrokh

Keywords: Airway Oscillometry; Lung Physiology; Machine Learning; Spirometry

$347,441

Localization of Wireless Terminals via Deep Learning

Principal investigatorNSERC2017Discovery Grants Program - Individual

Principal investigators: Valaee, Shahrokh

$168,000

Location-aware Secutiry and Privacy in 5G Wireless Networks

Principal investigatorNSERC2016Strategic Projects - Group

Principal investigators: Valaee, Shahrokh

$441,000

Automatic vehicule identification using WiFi positioning

Principal investigatorNSERC2016Collaborative Research and Development Grants

Principal investigators: Valaee, Shahrokh

$57,142

Privacy Preserving Location Estimation

Principal investigatorNSERC2016Discovery Grants Program - Individual

Principal investigators: Valaee, Shahrokh

$36,000

Software Defined Radio Platform for Cross RF/PHY/Network/Application Layer Study in Cloud Random Access Networks

Co-investigatorNSERC2015Research Tools and Instruments - Category 1 (<$150,000)

Principal investigators: Khandani, AmirKeyvan

$148,280

From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.

Frequent collaborators

Medicine
Medicine/Respirology
Other

Co-authors at University of Toronto, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.

Dmitry Rozenberg

Medicine/Respirology

1 shared papers, latest 2022

Chung-Wai Chow

Faculty

1 shared papers, latest 2022

Write to this professor

A short, specific email works best. This draft uses one of their recent papers; replace the parts in brackets with your own details before sending.

Applying for

Paper to mentionMention their NSERC grant from 2023

Subject: Prospective PhD student: Airway Oscillometry Dear Professor Valaee, My name is [your name], and I am a [your current degree or role] at [your institution]. I am applying for a PhD position starting in [term and year]. I read your paper "Deep learning using multilayer perception improves the diagnostic acumen of spirometry: a single-centre Canadian study." (2022), and it connects closely to my own work on [your research topic]. [One or two sentences on what you did and what you learned.] I also saw your NSERC-funded project "Sensing and Localization using Orthogonal Time Frequency Space Signalling and Reconfigurable Intelligent Surfaces" (2023), and I would be glad to contribute to work in that direction. Are you accepting new PhD students for [term and year]? I have attached my CV and transcripts, and I would be glad to talk at a time that suits you. Thank you for your time. Kind regards, [your name]