Jane Petch

Affiliations

Melbourne Water, South East Regional Office, Worsley Road, Bangholme, VIC 3175, Australia.

Publications (24)

Extracting Clinical Features From Dictated Ambulatory Consult Notes Using a Commercially Available Natural Language Processing Tool: Pilot, Retrospective, Cross-Sectional Validation Study.

JMIR medical informatics

Avec: Jeremy Petch , Jane Batt , Joshua Murray , Muhammad Mamdani

Nailfold capillaroscopy and deep learning in diabetes.

Journal of diabetes

Avec: Reema Shah , Jeremy Petch , Walter Nelson , Karsten Roth , Michael D Noseworthy , Marzyeh Ghassemi , Hertzel C Gerstein

Breast cancer learning health system: Patient information from a data and analytics platform characterizes care provided.

Learning health systems

Avec: Mark N Levine , Joel Kemppainen , Morgan Rosenberg , Christopher Pettengell , Jessica Bogach , Tim Whelan , Ashirbani Saha , Jonathan Ranisau , Jeremy Petch

Opening the Black Box: The Promise and Limitations of Explainable Machine Learning in Cardiology.

The Canadian journal of cardiology

Avec: Jeremy Petch , Shuang Di , Walter Nelson

The Unspeakable Nature of Death & Dying During Childhood: A Silenced Phenomenon in Pediatric Care.

Omega

Avec: Sydney Campbell , Fiona J Moola , Jennifer L Gibson , Jeremy Petch , Avram Denburg

Re-examining medical assistance in dying for mature minors in Canada: Reflections for health leaders.

Healthcare management forum

Avec: Sydney Campbell , Avram Denburg , Fiona Moola , Franco A Carnevale , Jeremy Petch

Making Sense of Theories, Models, and Frameworks in Digital Health Behavior Change Design: Qualitative Descriptive Study.

Journal of medical Internet research

Avec: Paula Voorheis , Aunima R Bhuiya , Kerry Kuluski , Quynh Pham , Jeremy Petch

Developing a Data and Analytics Platform to Enable a Breast Cancer Learning Health System at a Regional Cancer Center.

JCO clinical cancer informatics

Avec: Jeremy Petch , Joel Kempainnen , Christopher Pettengell , Steven Aviv , Bill Butler , Greg Pond , Ashirbani Saha , Jessica Bogach , Alexandria Allard-Coutu , Peter Sztur , Jonathan Ranisau , Mark Levine

Optimizing Patient Record Linkage in a Master Patient Index Using Machine Learning: Algorithm Development and Validation.

JMIR formative research

Avec: Walter Nelson , Nityan Khanna , Mohamed Ibrahim , Justin Fyfe , Maxwell Geiger , Keith Edwards , Jeremy Petch

A machine learning-based clinical decision support algorithm for reducing unnecessary coronary angiograms.

Cardiovascular digital health journal

Avec: J D Schwalm , Shuang Di , Tej Sheth , Madhu K Natarajan , Erin O'Brien , Tara McCready , Jeremy Petch

Integrating Behavioral Science and Design Thinking to Develop Mobile Health Interventions: Systematic Scoping Review.

JMIR mHealth and uHealth

Avec: Paula Voorheis , Albert Zhao , Kerry Kuluski , Quynh Pham , Ted Scott , Peter Sztur , Nityan Khanna , Mohamed Ibrahim , Jeremy Petch

Maximizing the value of patient and public involvement in the digital health co-design process: A qualitative descriptive study with design leaders and patient-public partners.

PLOS digital health

Avec: Paula Voorheis , Jeremy Petch , Quynh Pham , Kerry Kuluski

Optimizing Health Coaching for Patients With Type 2 Diabetes Using Machine Learning: Model Development and Validation Study.

JMIR formative research

Avec: Shuang Di , Jeremy Petch , Hertzel C Gerstein , Ruoqing Zhu , Diana Sherifali

Post-discharge after surgery Virtual Care with Remote Automated Monitoring-1 (PVC-RAM-1) technology versus standard care: randomised controlled trial.

BMJ (Clinical research ed.)

Avec: Michael H McGillion , Joel Parlow , Flavia K Borges , Maura Marcucci , Michael Jacka , Anthony Adili , Manoj M Lalu , Carley Ouellette , Marissa Bird , Sandra Ofori , Pavel S Roshanov , Ameen Patel , Homer Yang , Susan O'Leary , Vikas Tandon , Gavin M Hamilton , Marko Mrkobrada , David Conen , Valerie Harvey , Jennifer Lounsbury , Rajibul Mian , Shrikant I Bangdiwala , Ramiro Arellano , Ted Scott , Gordon H Guyatt , Peggy Gao , Michelle Graham , Rahima Nenshi , Alan J Forster , Mahesh Nagappa , Kelsea Levesque , Kristen Marosi , Sultan Chaudhry , Shariq Haider , Lesly Deuchar , Brandi LeBlanc , Colin J L McCartney , Emil H Schemitsch , Jessica Vincent , Shirley M Pettit , Deborah DuMerton , Angela Djuric Paulin , Marko Simunovic , David C Williams , Samantha Halman , John Harlock , Ralph M Meyer , Dylan A Taylor , Harsha Shanthanna , Christopher M Schlachta , Neil Parry , David R Pichora , Haroon Yousuf , Elizabeth Peter , Andre Lamy , Jeremy Petch , Husein Moloo , Herman Sehmbi , Melissa Waggott , Jessica Shelley , Emilie P Belley-Cote , P J Devereaux , Auteur inconnu

Machine learning for detecting centre-level irregularities in randomized controlled trials: A pilot study.

Contemporary clinical trials

Avec: Jeremy Petch , Walter Nelson , Shuang Di , Kumar Balasubramanian , Salim Yusuf , P J Devereaux , Flavia K Borges , Shrikant I Bangdiwala

Optimizing warfarin dosing for patients with atrial fibrillation using machine learning.

Scientific reports

Avec: Jeremy Petch , Walter Nelson , Mary Wu , Marzyeh Ghassemi , Alexander Benz , Mehdi Fatemi , Shuang Di , Anthony Carnicelli , Christopher Granger , Robert Giugliano , Hwanhee Hong , Manesh Patel , Lars Wallentin , John Eikelboom , Stuart J Connolly

A Primer on Artificial Intelligence for Healthcare Administrators.

Healthcare quarterly (Toronto, Ont.)

Avec: Senthujan Senkaiahliyan , Jeremy Petch , Nigar Sekercioglu , Abi Sriharan

Exploring assisted dying policies for mature minors: A cross jurisdiction comparison of the Netherlands, Belgium & Canada.

Health policy (Amsterdam, Netherlands)

Avec: Sydney Campbell , Alexandra Cernat , Avram Denburg , Fiona Moola , Jeremy Petch , Jennifer Gibson

Ecosystem type drives tea litter decomposition and associated prokaryotic microbiome communities in freshwater and coastal wetlands at a continental scale.

The Science of the total environment

Avec: Stacey M Trevathan-Tackett , Sebastian Kepfer-Rojas , Aschwin H Engelen , Paul H York , Anne Ola , Jinquan Li , Jeffrey J Kelleway , Kristin I Jinks , Emma L Jackson , Maria Fernanda Adame , Elise Pendall , Catherine E Lovelock , Rod M Connolly , Anne Watson , Inger Visby , Allison Trethowan , Ben Taylor , Tessa N B Roberts , Jane Petch , Lachlan Farrington , Ika Djukic , Peter I Macreadie

The Effectiveness of a Motivational Interviewing Treatment for Help-Seeking Problem Gamblers in a Community Organization.

Journal of gambling studies

Avec: Jelena Milic , Aditi Lohan , Jemima Petch , Wesley Turner , Leanne Casey

Machine Learning-Based Early Warning Systems for Clinical Deterioration: Systematic Scoping Review.

Journal of medical Internet research

Avec: Sankavi Muralitharan , Walter Nelson , Shuang Di , Michael McGillion , P J Devereaux , Neil Grant Barr , Jeremy Petch

Continuous Noninvasive Remote Automated Blood Pressure Monitoring With Novel Wearable Technology: A Preliminary Validation Study.

JMIR mHealth and uHealth

Avec: Michael H McGillion , Nazari Dvirnik , Stephen Yang , Emilie Belley-Côté , Andre Lamy , Richard Whitlock , Maura Marcucci , Flavia K Borges , Emmanuelle Duceppe , Carley Ouellette , Marissa Bird , Sandra L Carroll , David Conen , Jean-Eric Tarride , Prathiba Harsha , Ted Scott , Amber Good , Krysten Gregus , Karla Sanchez , Pamela Benoit , Julian Owen , Valerie Harvey , Elizabeth Peter , Jeremy Petch , Jessica Vincent , Michelle Graham , P J Devereaux

A versatile, fast and unbiased method for estimation of gene-by-environment interaction effects on biobank-scale datasets.

Nature communications

Avec: Matteo Di Scipio , Mohammad Khan , Shihong Mao , Michael Chong , Conor Judge , Nazia Pathan , Nicolas Perrot , Walter Nelson , Ricky Lali , Shuang Di , Robert Morton , Jeremy Petch , Guillaume Paré

Machine Learning Approaches for the Image-Based Identification of Surgical Wound Infections: Scoping Review.

Journal of medical Internet research

Avec: Juan Pablo Tabja Bortesi , Jonathan Ranisau , Shuang Di , Michael McGillion , Laura Rosella , Alistair Johnson , P J Devereaux , Jeremy Petch

Réseau de co-auteurs

Jeremy Petch 22 collaborations

Shuang Di 8 collaborations

Walter Nelson 7 collaborations

P J Devereaux 5 collaborations

Jonathan Ranisau 3 collaborations

Sydney Campbell 3 collaborations

Avram Denburg 3 collaborations

Paula Voorheis 3 collaborations

Kerry Kuluski 3 collaborations

Quynh Pham 3 collaborations

Ted Scott 3 collaborations

Flavia K Borges 3 collaborations

Marzyeh Ghassemi 2 collaborations

Hertzel C Gerstein 2 collaborations

Christopher Pettengell 2 collaborations

Jessica Bogach 2 collaborations

Ashirbani Saha 2 collaborations

Fiona Moola 2 collaborations

Peter Sztur 2 collaborations

Nityan Khanna 2 collaborations

Mohamed Ibrahim 2 collaborations

Michael H McGillion 2 collaborations

Maura Marcucci 2 collaborations

Carley Ouellette 2 collaborations

Marissa Bird 2 collaborations

David Conen 2 collaborations

Valerie Harvey 2 collaborations

Shrikant I Bangdiwala 2 collaborations

Michelle Graham 2 collaborations

Jessica Vincent 2 collaborations

Elizabeth Peter 2 collaborations

Andre Lamy 2 collaborations

Michael McGillion 2 collaborations

Jane Batt 1 collaboration

Joshua Murray 1 collaboration

Muhammad Mamdani 1 collaboration

Reema Shah 1 collaboration

Karsten Roth 1 collaboration

Michael D Noseworthy 1 collaboration

Mark N Levine 1 collaboration

Joel Kemppainen 1 collaboration

Morgan Rosenberg 1 collaboration

Tim Whelan 1 collaboration

Fiona J Moola 1 collaboration

Jennifer L Gibson 1 collaboration

Franco A Carnevale 1 collaboration

Aunima R Bhuiya 1 collaboration

Joel Kempainnen 1 collaboration

Steven Aviv 1 collaboration

Bill Butler 1 collaboration

Greg Pond 1 collaboration

Alexandria Allard-Coutu 1 collaboration

Mark Levine 1 collaboration

Justin Fyfe 1 collaboration

Maxwell Geiger 1 collaboration

Keith Edwards 1 collaboration

J D Schwalm 1 collaboration

Tej Sheth 1 collaboration

Madhu K Natarajan 1 collaboration

Erin O'Brien 1 collaboration

Tara McCready 1 collaboration

Albert Zhao 1 collaboration

Ruoqing Zhu 1 collaboration

Diana Sherifali 1 collaboration

Joel Parlow 1 collaboration

Michael Jacka 1 collaboration

Anthony Adili 1 collaboration

Manoj M Lalu 1 collaboration

Sandra Ofori 1 collaboration

Pavel S Roshanov 1 collaboration

Ameen Patel 1 collaboration

Homer Yang 1 collaboration

Susan O'Leary 1 collaboration

Vikas Tandon 1 collaboration

Gavin M Hamilton 1 collaboration

Marko Mrkobrada 1 collaboration

Jennifer Lounsbury 1 collaboration

Rajibul Mian 1 collaboration

Ramiro Arellano 1 collaboration

Gordon H Guyatt 1 collaboration

Peggy Gao 1 collaboration

Rahima Nenshi 1 collaboration

Alan J Forster 1 collaboration

Mahesh Nagappa 1 collaboration

Kelsea Levesque 1 collaboration

Kristen Marosi 1 collaboration

Sultan Chaudhry 1 collaboration

Shariq Haider 1 collaboration

Lesly Deuchar 1 collaboration

Brandi LeBlanc 1 collaboration

Colin J L McCartney 1 collaboration

Emil H Schemitsch 1 collaboration

Shirley M Pettit 1 collaboration

Deborah DuMerton 1 collaboration

Angela Djuric Paulin 1 collaboration

Marko Simunovic 1 collaboration

David C Williams 1 collaboration

Samantha Halman 1 collaboration

John Harlock 1 collaboration

Ralph M Meyer 1 collaboration

Dylan A Taylor 1 collaboration

Harsha Shanthanna 1 collaboration

Christopher M Schlachta 1 collaboration

Neil Parry 1 collaboration

David R Pichora 1 collaboration

Haroon Yousuf 1 collaboration

Husein Moloo 1 collaboration

Herman Sehmbi 1 collaboration

Melissa Waggott 1 collaboration

Jessica Shelley 1 collaboration

Emilie P Belley-Cote 1 collaboration

None None 1 collaboration

Kumar Balasubramanian 1 collaboration

Salim Yusuf 1 collaboration

Mary Wu 1 collaboration

Alexander Benz 1 collaboration

Mehdi Fatemi 1 collaboration

Anthony Carnicelli 1 collaboration

Christopher Granger 1 collaboration

Robert Giugliano 1 collaboration

Hwanhee Hong 1 collaboration

Manesh Patel 1 collaboration

Lars Wallentin 1 collaboration

John Eikelboom 1 collaboration

Stuart J Connolly 1 collaboration

Senthujan Senkaiahliyan 1 collaboration

Nigar Sekercioglu 1 collaboration

Abi Sriharan 1 collaboration

Alexandra Cernat 1 collaboration

Jennifer Gibson 1 collaboration

Stacey M Trevathan-Tackett 1 collaboration

Sebastian Kepfer-Rojas 1 collaboration

Aschwin H Engelen 1 collaboration

Paul H York 1 collaboration

Anne Ola 1 collaboration

Jinquan Li 1 collaboration

Jeffrey J Kelleway 1 collaboration

Kristin I Jinks 1 collaboration

Emma L Jackson 1 collaboration

Maria Fernanda Adame 1 collaboration

Elise Pendall 1 collaboration

Catherine E Lovelock 1 collaboration

Rod M Connolly 1 collaboration

Anne Watson 1 collaboration

Inger Visby 1 collaboration

Allison Trethowan 1 collaboration

Ben Taylor 1 collaboration

Tessa N B Roberts 1 collaboration

Lachlan Farrington 1 collaboration

Ika Djukic 1 collaboration

Peter I Macreadie 1 collaboration

Jelena Milic 1 collaboration

Aditi Lohan 1 collaboration

Jemima Petch 1 collaboration

Wesley Turner 1 collaboration

Leanne Casey 1 collaboration

Sankavi Muralitharan 1 collaboration

Neil Grant Barr 1 collaboration

Nazari Dvirnik 1 collaboration

Stephen Yang 1 collaboration

Emilie Belley-Côté 1 collaboration

Richard Whitlock 1 collaboration

Emmanuelle Duceppe 1 collaboration

Sandra L Carroll 1 collaboration

Jean-Eric Tarride 1 collaboration

Prathiba Harsha 1 collaboration

Amber Good 1 collaboration

Krysten Gregus 1 collaboration

Karla Sanchez 1 collaboration

Pamela Benoit 1 collaboration

Julian Owen 1 collaboration

Matteo Di Scipio 1 collaboration

Mohammad Khan 1 collaboration

Shihong Mao 1 collaboration

Michael Chong 1 collaboration

Conor Judge 1 collaboration

Nazia Pathan 1 collaboration

Nicolas Perrot 1 collaboration

Ricky Lali 1 collaboration

Robert Morton 1 collaboration

Guillaume Paré 1 collaboration

Juan Pablo Tabja Bortesi 1 collaboration

Laura Rosella 1 collaboration

Alistair Johnson 1 collaboration