L Jorm

Publications (30)

A Versatile Big Data Health System for Australia: Driving Improvements in Cardiovascular Health.

Heart, lung & circulation

Avec: Ellie Paige , Kerry Doyle , Louisa Jorm , Emily Banks , Meng-Ping Hsu , Lee Nedkoff , Tom Briffa , Dominique A Cadilhac , Ray Mahoney , Johan W Verjans , Girish Dwivedi , Michael Inouye , Gemma A Figtree

Readmission to a non-index hospital following total joint replacement.

Bone & joint open

Avec: Md S R Shawon , Xingzhong Jin , Mark Hanly , Richard de Steiger , Ian Harris , Louisa Jorm

Incidence and Predictors of Readmissions to Non-Index Hospitals After Transcatheter Aortic Valve Implantation in the Contemporary Era in New South Wales, Australia.

Heart, lung & circulation

Avec: Md Shajedur Rahman Shawon , Jonathon B Ryan , Louisa Jorm

Modelling vaccination capacity at mass vaccination hubs and general practice clinics: a simulation study.

BMC health services research

Avec: Mark Hanly , Tim Churches , Oisín Fitzgerald , Ian Caterson , Chandini Raina MacIntyre , Louisa Jorm

The Health Gym: synthetic health-related datasets for the development of reinforcement learning algorithms.

Scientific data

Avec: Nicholas I-Hsien Kuo , Mark N Polizzotto , Simon Finfer , Federico Garcia , Anders Sönnerborg , Maurizio Zazzi , Michael Böhm , Rolf Kaiser , Louisa Jorm , Sebastiano Barbieri

Comparative effect of varenicline and nicotine patches on preventing repeat cardiovascular events.

Heart (British Cardiac Society)

Avec: Annelies L Robijn , Kristian B Filion , Mark Woodward , Benjumin Hsu , Clara K Chow , Sallie-Anne Pearson , Louisa Jorm , Michael O Falster , Alys Havard

Web-Based Application Based on Human-in-the-Loop Deep Learning for Deidentifying Free-Text Data in Electronic Medical Records: Development and Usability Study.

Interactive journal of medical research

Avec: Leibo Liu , Oscar Perez-Concha , Anthony Nguyen , Vicki Bennett , Victoria Blake , Blanca Gallego , Louisa Jorm

Automated ICD coding using extreme multi-label long text transformer-based models.

Artificial intelligence in medicine

Avec: Leibo Liu , Oscar Perez-Concha , Anthony Nguyen , Vicki Bennett , Louisa Jorm

Non-index hospital re-admissions after hospitalisation with acute myocardial infarction and geographic remoteness, New South Wales, 2005-2020: a retrospective cohort study.

The Medical journal of Australia

Avec: Md Shajedur Rahman Shawon , Jennifer Yu , Art Sedrakyan , Sze-Yuan Ooi , Louisa Jorm

Adverse perinatal outcomes in immigrants: A ten-year population-based observational study and assessment of growth charts.

Paediatric and perinatal epidemiology

Avec: Stephanie K Y Choi , Amanda Henry , Lisa Hilder , Adrienne Gordon , Louisa Jorm , Georgina M Chambers

Automated Analysis of Domestic Violence Police Reports to Explore Abuse Types and Victim Injuries: Text Mining Study.

Journal of medical Internet research

Avec: George Karystianis , Armita Adily , Peter W Schofield , David Greenberg , Louisa Jorm , Goran Nenadic , Tony Butler

Demographic and clinical characteristics of hospitalised unintentional poisoning in Aboriginal and non-Aboriginal preschool children in New South Wales, Australia: a population data linkage study.

BMJ open

Avec: Caroline Lee , Mark Hanly , Natasha Larter , Karen Zwi , Susan Woolfenden , Louisa Jorm

Are we closing the Aboriginal child injury gap? A cohort study.

Australian and New Zealand journal of public health

Avec: Holger Möller , Rebecca Ivers , Kathleen Clapham , Louisa Jorm

Reintervention and Survival After Limited Lung Resection for Lung Cancer Treatment in Australia.

The Annals of thoracic surgery

Avec: Bich Tran , Art Sedrakyan , Peter Flynn , Nasser Altorki , Louisa Jorm , Gavin Wright

Role of maternal age at birth in child development among Indigenous and non-Indigenous Australian children in their first school year: a population-based cohort study.

The Lancet. Child & adolescent health

Avec: Mark Hanly , Kathleen Falster , Emily Banks , John Lynch , Georgina M Chambers , Marni Brownell , Anthony Dillon , Sandra Eades , Louisa Jorm

Burden of cardiovascular diseases in older adults using aged care services.

Age and ageing

Avec: Benjumin Hsu , Rosemary Korda , Vasi Naganathan , Peter Lewis , Sze-Yuan Ooi , David Brieger , Louisa Jorm

Improving ambulance dispatch triage to trauma: A scoping review using the framework of development and evaluation of clinical prediction rules.

Injury

Avec: Matthew Miller , Duncan Bootland , Louisa Jorm , Blanca Gallego

Factors associated with cardiac implantable electronic device-related infections, New South Wales, 2016-21: a retrospective cohort study.

The Medical journal of Australia

Avec: Md Shajedur Rahman Shawon , Oluwadamisola T Sotade , Joan Li , Michelle D Hill , Liesl Strachan , Gabrielle Challis , Kate King , Sze-Yuan Ooi , Louisa Jorm

Hierarchical label-wise attention transformer model for explainable ICD coding.

Journal of biomedical informatics

Avec: Leibo Liu , Oscar Perez-Concha , Anthony Nguyen , Vicki Bennett , Louisa Jorm

Long-term Mortality and Reintervention After Endovascular and Open Abdominal Aortic Aneurysm Repairs in Australia, Germany, and the United States.

Annals of surgery

Avec: Jialin Mao , Christian-Alexander Behrendt , Michael O Falster , Ramon L Varcoe , Xinyan Zheng , Frederik Peters , Barry Beiles , Marc L Schermerhorn , Louisa Jorm , Adam W Beck , Art Sedrakyan

Machine-learning versus traditional approaches for atherosclerotic cardiovascular risk prognostication in primary prevention cohorts: a systematic review and meta-analysis.

European heart journal. Quality of care & clinical outcomes

Avec: Weber Liu , Liliana Laranjo , Harry Klimis , Jason Chiang , Jason Yue , Simone Marschner , Juan C Quiroz , Louisa Jorm , Clara K Chow

Differences in the pre-hospital management of women and men with stroke by emergency medical services in New South Wales.

The Medical journal of Australia

Avec: Xia Wang , Cheryl Carcel , Benjumin Hsu , Sultana Shajahan , Matthew Miller , Sanne Peters , Deborah A Randall , Alys Havard , Julie Redfern , Craig S Anderson , Louisa Jorm , Mark Woodward

Predictive analytics for cardiovascular patient readmission and mortality: An explainable approach.

Computers in biology and medicine

Avec: Leo C E Huberts , Sihan Li , Victoria Blake , Louisa Jorm , Jennifer Yu , Sze-Yuan Ooi , Blanca Gallego

Increasing the capacity of policy agencies to use research findings: a stepped-wedge trial.

Health research policy and systems

Avec: Anna Williamson , Daniel Barker , Sally Green , Catherine D'Este , Huw T O Davies , Louisa Jorm , Anthony Shakeshaft , Sian Rudge , Sally Redman

Maintain Your Brain: Protocol of a 3-Year Randomized Controlled Trial of a Personalized Multi-Modal Digital Health Intervention to Prevent Cognitive Decline Among Community Dwelling 55 to 77 Year Olds.

Journal of Alzheimer's disease : JAD

Avec: Megan Heffernan , Gavin Andrews , Maria A Fiatarone Singh , Michael Valenzuela , Kaarin J Anstey , Anthony J Maeder , John McNeil , Louisa Jorm , Nicola T Lautenschlager , Perminder S Sachdev , Jeewani A Ginige , Megan J Hobbs , Christos Boulamatsis , Tiffany Chau , Lynne Cobiac , Kay L Cox , Kenneth Daniel , Victoria M Flood , Yareni Guerrero , Jane Gunn , Nidhi Jain , Nicole A Kochan , Amit Lampit , Yorgi Mavros , Jacinda Meiklejohn , Yian Noble , Fiona O'Leary , Sue Radd-Vagenas , Courtney C Walton , Auteur inconnu , Henry Brodaty

The impact of re-opening the international border on COVID-19 hospitalisations in Australia: a modelling study.

The Medical journal of Australia

Avec: Mark J Hanly , Timothy Churches , Oisin Fitzgerald , Jeffrey J Post , C Raina MacIntyre , Louisa Jorm

Incorporating real-world evidence into the development of patient blood glucose prediction algorithms for the ICU.

Journal of the American Medical Informatics Association : JAMIA

Avec: Oisin Fitzgerald , Oscar Perez-Concha , Blanca Gallego , Manoj K Saxena , Lachlan Rudd , Alejandro Metke-Jimenez , Louisa Jorm

Estimating incidence rates of periprosthetic joint infection after hip and knee arthroplasty for osteoarthritis using linked registry and administrative health data.

The bone & joint journal

Avec: Xingzhong Jin , Blanca Gallego Luxan , Mark Hanly , Nicole L Pratt , Ian Harris , Richard de Steiger , Stephen E Graves , Louisa Jorm

Maternal asthma in Australian indigenous women and perinatal outcomes: A whole population-linked study.

International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics

Avec: Bronwyn K Brew , Alison Gibberd , Guy B Marks , Vanessa E Murphy , Louisa Jorm , Georgina M Chambers , Donna Hartz , Sandra Eades , Bridgette McNamara

Continuous time recurrent neural networks: Overview and benchmarking at forecasting blood glucose in the intensive care unit.

Journal of biomedical informatics

Avec: Oisin Fitzgerald , Oscar Perez-Concha , Blanca Gallego-Luxan , Alejandro Metke-Jimenez , Lachlan Rudd , Louisa Jorm

Réseau de co-auteurs

Louisa Jorm 30 collaborations

Mark Hanly 5 collaborations

Oscar Perez-Concha 5 collaborations

Blanca Gallego 4 collaborations

Sze-Yuan Ooi 4 collaborations

Md Shajedur Rahman Shawon 3 collaborations

Benjumin Hsu 3 collaborations

Leibo Liu 3 collaborations

Anthony Nguyen 3 collaborations

Vicki Bennett 3 collaborations

Art Sedrakyan 3 collaborations

Georgina M Chambers 3 collaborations

Oisin Fitzgerald 3 collaborations

Emily Banks 2 collaborations

Xingzhong Jin 2 collaborations

Richard de Steiger 2 collaborations

Ian Harris 2 collaborations

Mark Woodward 2 collaborations

Clara K Chow 2 collaborations

Michael O Falster 2 collaborations

Alys Havard 2 collaborations

Victoria Blake 2 collaborations

Jennifer Yu 2 collaborations

Sandra Eades 2 collaborations

Matthew Miller 2 collaborations

Lachlan Rudd 2 collaborations

Alejandro Metke-Jimenez 2 collaborations

Ellie Paige 1 collaboration

Kerry Doyle 1 collaboration

Meng-Ping Hsu 1 collaboration

Lee Nedkoff 1 collaboration

Tom Briffa 1 collaboration

Dominique A Cadilhac 1 collaboration

Ray Mahoney 1 collaboration

Johan W Verjans 1 collaboration

Girish Dwivedi 1 collaboration

Michael Inouye 1 collaboration

Gemma A Figtree 1 collaboration

Md S R Shawon 1 collaboration

Jonathon B Ryan 1 collaboration

Tim Churches 1 collaboration

Oisín Fitzgerald 1 collaboration

Ian Caterson 1 collaboration

Chandini Raina MacIntyre 1 collaboration

Nicholas I-Hsien Kuo 1 collaboration

Mark N Polizzotto 1 collaboration

Simon Finfer 1 collaboration

Federico Garcia 1 collaboration

Anders Sönnerborg 1 collaboration

Maurizio Zazzi 1 collaboration

Michael Böhm 1 collaboration

Rolf Kaiser 1 collaboration

Sebastiano Barbieri 1 collaboration

Annelies L Robijn 1 collaboration

Kristian B Filion 1 collaboration

Sallie-Anne Pearson 1 collaboration

Stephanie K Y Choi 1 collaboration

Amanda Henry 1 collaboration

Lisa Hilder 1 collaboration

Adrienne Gordon 1 collaboration

George Karystianis 1 collaboration

Armita Adily 1 collaboration

Peter W Schofield 1 collaboration

David Greenberg 1 collaboration

Goran Nenadic 1 collaboration

Tony Butler 1 collaboration

Caroline Lee 1 collaboration

Natasha Larter 1 collaboration

Karen Zwi 1 collaboration

Susan Woolfenden 1 collaboration

Holger Möller 1 collaboration

Rebecca Ivers 1 collaboration

Kathleen Clapham 1 collaboration

Bich Tran 1 collaboration

Peter Flynn 1 collaboration

Nasser Altorki 1 collaboration

Gavin Wright 1 collaboration

Kathleen Falster 1 collaboration

John Lynch 1 collaboration

Marni Brownell 1 collaboration

Anthony Dillon 1 collaboration

Rosemary Korda 1 collaboration

Vasi Naganathan 1 collaboration

Peter Lewis 1 collaboration

David Brieger 1 collaboration

Duncan Bootland 1 collaboration

Oluwadamisola T Sotade 1 collaboration

Joan Li 1 collaboration

Michelle D Hill 1 collaboration

Liesl Strachan 1 collaboration

Gabrielle Challis 1 collaboration

Kate King 1 collaboration

Jialin Mao 1 collaboration

Christian-Alexander Behrendt 1 collaboration

Ramon L Varcoe 1 collaboration

Xinyan Zheng 1 collaboration

Frederik Peters 1 collaboration

Barry Beiles 1 collaboration

Marc L Schermerhorn 1 collaboration

Adam W Beck 1 collaboration

Weber Liu 1 collaboration

Liliana Laranjo 1 collaboration

Harry Klimis 1 collaboration

Jason Chiang 1 collaboration

Jason Yue 1 collaboration

Simone Marschner 1 collaboration

Juan C Quiroz 1 collaboration

Xia Wang 1 collaboration

Cheryl Carcel 1 collaboration

Sultana Shajahan 1 collaboration

Sanne Peters 1 collaboration

Deborah A Randall 1 collaboration

Julie Redfern 1 collaboration

Craig S Anderson 1 collaboration

Leo C E Huberts 1 collaboration

Sihan Li 1 collaboration

Anna Williamson 1 collaboration

Daniel Barker 1 collaboration

Sally Green 1 collaboration

Catherine D'Este 1 collaboration

Huw T O Davies 1 collaboration

Anthony Shakeshaft 1 collaboration

Sian Rudge 1 collaboration

Sally Redman 1 collaboration

Megan Heffernan 1 collaboration

Gavin Andrews 1 collaboration

Maria A Fiatarone Singh 1 collaboration

Michael Valenzuela 1 collaboration

Kaarin J Anstey 1 collaboration

Anthony J Maeder 1 collaboration

John McNeil 1 collaboration

Nicola T Lautenschlager 1 collaboration

Perminder S Sachdev 1 collaboration

Jeewani A Ginige 1 collaboration

Megan J Hobbs 1 collaboration

Christos Boulamatsis 1 collaboration

Tiffany Chau 1 collaboration

Lynne Cobiac 1 collaboration

Kay L Cox 1 collaboration

Kenneth Daniel 1 collaboration

Victoria M Flood 1 collaboration

Yareni Guerrero 1 collaboration

Jane Gunn 1 collaboration

Nidhi Jain 1 collaboration

Nicole A Kochan 1 collaboration

Amit Lampit 1 collaboration

Yorgi Mavros 1 collaboration

Jacinda Meiklejohn 1 collaboration

Yian Noble 1 collaboration

Fiona O'Leary 1 collaboration

Sue Radd-Vagenas 1 collaboration

Courtney C Walton 1 collaboration

None None 1 collaboration

Henry Brodaty 1 collaboration

Mark J Hanly 1 collaboration

Timothy Churches 1 collaboration

Jeffrey J Post 1 collaboration

C Raina MacIntyre 1 collaboration

Manoj K Saxena 1 collaboration

Blanca Gallego Luxan 1 collaboration

Nicole L Pratt 1 collaboration

Stephen E Graves 1 collaboration

Bronwyn K Brew 1 collaboration

Alison Gibberd 1 collaboration

Guy B Marks 1 collaboration

Vanessa E Murphy 1 collaboration

Donna Hartz 1 collaboration

Bridgette McNamara 1 collaboration

Blanca Gallego-Luxan 1 collaboration