Jonathan Rose

Jonathan Rose

University of Toronto

H-index: 64

North America-Canada

About Jonathan Rose

Jonathan Rose, With an exceptional h-index of 64 and a recent h-index of 27 (since 2020), a distinguished researcher at University of Toronto, specializes in the field of Recent: Natural Language Processing and Software in the service of Mental Health, Previous:FPGAs, Architecture, CAD.

His recent articles reflect a diverse array of research interests and contributions to the field:

Identifying determinants of varenicline adherence using the Theoretical Domains framework: a rapid review

Generation and Classification of Motivational-Interviewing-Style Reflections for Smoking Behaviour Change Using Few-Shot Learning with Transformers

A Motivational Interviewing Chatbot With Generative Reflections for Increasing Readiness to Quit Smoking: Iterative Development Study

Cocreation of a conversational agent to help patients adhere to their varenicline treatment: A study protocol

AI conversational agent to improve Varenicline Adherence: protocol for a mixed methods feasibility study

Predicting generalized anxiety disorder from impromptu speech transcripts using context-aware transformer-based neural networks: model evaluation study

Establishing the consistency of a voice recognition symbol digit modalities test analogue

A French version of a voice recognition symbol digit modalities test analog

Jonathan Rose Information

University

Position

Professor of Electrical and Computer Engineering

Citations(all)

21601

Citations(since 2020)

3089

Cited By

19660

hIndex(all)

64

hIndex(since 2020)

27

i10Index(all)

142

i10Index(since 2020)

55

Email

University Profile Page

University of Toronto

Google Scholar

View Google Scholar Profile

Jonathan Rose Skills & Research Interests

Recent: Natural Language Processing and Software in the service of Mental Health

Previous:FPGAs

Architecture

CAD

Top articles of Jonathan Rose

Title

Journal

Author(s)

Publication Date

Identifying determinants of varenicline adherence using the Theoretical Domains framework: a rapid review

Nadia Minian

Melissa Wong

Sowsan Hafuth

Terri Rodak

Alma Rahimi

...

2024/3/4

Generation and Classification of Motivational-Interviewing-Style Reflections for Smoking Behaviour Change Using Few-Shot Learning with Transformers

Authorea Preprints

Jonathan Rose

Imtihan Ahmed

Eric Keilty

Carolynne Cooper

Peter Selby

2023/10/30

A Motivational Interviewing Chatbot With Generative Reflections for Increasing Readiness to Quit Smoking: Iterative Development Study

JMIR Mental Health

Andrew Brown

Ash Tanuj Kumar

Osnat Melamed

Imtihan Ahmed

Yu Hao Wang

...

2023/10/17

Cocreation of a conversational agent to help patients adhere to their varenicline treatment: A study protocol

Digital Health

Nadia Minian

Kamna Mehra

Jonathan Rose

Scott Veldhuizen

Laurie Zawertailo

...

2023/6

AI conversational agent to improve Varenicline Adherence: protocol for a mixed methods feasibility study

JMIR Research Protocols

Nadia Minian

Kamna Mehra

Mackenzie Earle

Sowsan Hafuth

Ryan Ting-A-Kee

...

2023/12/11

Predicting generalized anxiety disorder from impromptu speech transcripts using context-aware transformer-based neural networks: model evaluation study

JMIR Mental Health

Bazen Gashaw Teferra

Jonathan Rose

2023/3/28

Establishing the consistency of a voice recognition symbol digit modalities test analogue

Multiple Sclerosis Journal

Margaret Wishart

Marina R Everest

Sarah A Morrow

Jonathan Rose

Lingkai Shen

...

2023/11

A French version of a voice recognition symbol digit modalities test analog

Canadian Journal of Neurological Sciences

Anthony Feinstein

Lingkai Shen

Jonathan Rose

Caroline Cayer

Caitlyn Bockus

...

2023/11

Acoustic and linguistic features of impromptu speech and their association with anxiety: validation study

JMIR mental health

Bazen Gashaw Teferra

Sophie Borwein

Danielle D DeSouza

William Simpson

Ludovic Rheault

...

2022/7/8

Screening for generalized anxiety disorder from acoustic and linguistic features of impromptu speech: prediction model evaluation study

JMIR formative research

Bazen Gashaw Teferra

Sophie Borwein

Danielle D DeSouza

Jonathan Rose

2022/10/28

Automated screening for social anxiety, generalized anxiety, and depression from objective smartphone-collected data: cross-sectional study

Journal of Medical Internet Research

Daniel Di Matteo

Kathryn Fotinos

Sachinthya Lokuge

Geneva Mason

Tia Sternat

...

2021/8/13

Smartphone-detected ambient speech and self-reported measures of anxiety and depression: exploratory observational study

JMIR Formative Research

Daniel Di Matteo

Wendy Wang

Kathryn Fotinos

Sachinthya Lokuge

Julia Yu

...

2021/1/29

Detection and correspondence matching of corneal reflections for eye tracking using deep learning

Soumil Chugh

Braiden Brousseau

Jonathan Rose

Moshe Eizenman

2021/1/10

The relationship between smartphone-recorded environmental audio and symptomatology of anxiety and depression: exploratory study

JMIR Formative Research

Daniel Di Matteo

Kathryn Fotinos

Sachinthya Lokuge

Julia Yu

Tia Sternat

...

2020

Optimizing FPGA logic block architectures for arithmetic

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

Kevin E Murray

Jason Luu

Matthew JP Walker

Conor McCullough

Sen Wang

...

2020/4/20

Hybrid eye-tracking on a smartphone with CNN feature extraction and an infrared 3D model

Sensors

Braiden Brousseau

Jonathan Rose

Moshe Eizenman

2020/1/19

Engaging unmotivated smokers to move toward quitting: design of motivational interviewing–based chatbot through iterative interactions

Journal of Medical Internet Research

Fahad Almusharraf

Jonathan Rose

Peter Selby

2020/11/3

See List of Professors in Jonathan Rose University(University of Toronto)

Co-Authors

H-index: 128
Alberto Sangiovanni Vincentelli

Alberto Sangiovanni Vincentelli

University of California, Berkeley

H-index: 90
Abbas El Gamal

Abbas El Gamal

Stanford University

H-index: 52
Lothar Lilge

Lothar Lilge

University of Toronto

H-index: 47
Stephen Brown

Stephen Brown

University of Toronto

H-index: 45
Vaughn Betz

Vaughn Betz

University of Toronto

H-index: 39
Russell Tessier

Russell Tessier

University of Massachusetts Amherst

academic-engine