Luke Oakden-Rayner

Affiliations

Royal Adelaide Hospital, Adelaide, South Australia, Australia.
Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, South Australia, Australia.

Publications (37)

Machine learning in the prediction of medical inpatient length of stay.

Internal medicine journal

Avec: Stephen Bacchi , Yiran Tan , Jim Jannes , Timothy Kleinig , Simon Koblar

Hidden Stratification Causes Clinically Meaningful Failures in Machine Learning for Medical Imaging.

Proceedings of the ACM Conference on Health, Inference, and Learning

Avec: Jared Dunnmon , Gustavo Carneiro , Christopher Ré

A survey of clinicians on the use of artificial intelligence in ophthalmology, dermatology, radiology and radiation oncology.

Scientific reports

Avec: Jane Scheetz , Philip Rothschild , Myra McGuinness , Xavier Hadoux , H Peter Soyer , Monika Janda , James J J Condon , Lyle J Palmer , Stuart Keel , Peter van Wijngaarden

Assessing the accuracy of

Journal of medical imaging and radiation oncology

Avec: Felix Paterson , Michelle Nottage , Michael Kitchener , Matthew Jarvis , Jessica Reid ,

Developing, purchasing, implementing and monitoring AI tools in radiology: practical considerations. A multi-society statement from the ACR, CAR, ESR, RANZCR & RSNA.

Insights into imaging

Avec: Adrian P Brady , Bibb Allen , Jaron Chong , Elmar Kotter , Nina Kottler , John Mongan , Lauren Oakden-Rayner , Daniel Pinto Dos Santos , An Tang , Christoph Wald , John Slavotinek

Prognostic modeling in early rheumatoid arthritis: reconsidering the predictive role of disease activity scores.

Clinical rheumatology

Avec: Alix Bird , Lauren Oakden-Rayner , Luke A Smith , Minyan Zeng , Shonket Ray , Susanna Proudman , Lyle J Palmer

Developing, Purchasing, Implementing and Monitoring AI Tools in Radiology: Practical Considerations. A Multi-Society Statement from the ACR, CAR, ESR, RANZCR and RSNA.

Radiology. Artificial intelligence

Avec: Adrian P Brady , Bibb Allen , Jaron Chong , Elmar Kotter , Nina Kottler , John Mongan , Lauren Oakden-Rayner , Daniel Pinto Dos Santos , An Tang , Christoph Wald , John Slavotinek

Impact of Transfer Learning Using Local Data on Performance of a Deep Learning Model for Screening Mammography.

Radiology. Artificial intelligence

Avec: James J J Condon , Vincent Trinh , Kelly A Hall , Michelle Reintals , Andrew S Holmes , Lauren Oakden-Rayner , Lyle J Palmer

Stroke prognostication for discharge planning with machine learning: A derivation study.

Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia

Avec: Stephen Bacchi , David K Menon , Jim Jannes , Timothy Kleinig , Simon Koblar

Exploring Large-scale Public Medical Image Datasets.

Academic radiology

Avec:

Deep Learning Natural Language Processing Successfully Predicts the Cerebrovascular Cause of Transient Ischemic Attack-Like Presentations.

Stroke

Avec: Stephen Bacchi , Toby Zerner , Timothy Kleinig , Sandy Patel , Jim Jannes

Chest radiographs and machine learning - Past, present and future.

Journal of medical imaging and radiation oncology

Avec: Catherine M Jones , Quinlan D Buchlak , Michael Milne , Jarrel Seah , Nazanin Esmaili , Ben Hachey

Medical student knowledge and critical appraisal of machine learning: a multicentre international cross-sectional study.

Internal medicine journal

Avec: Charlotte Blacketer , Roger Parnis , Kyle B Franke , Morganne Wagner , David Wang , Yiran Tan , Steve Gallagher , Seth W Perry , Julio Licinio , Ian Symonds , Josephine Thomas , Paul Duggan , Stephen Bacchi

Prospective and external validation of stroke discharge planning machine learning models.

Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia

Avec: Stephen Bacchi , David K Menon , Andrew Moey , Jim Jannes , Timothy Kleinig , Simon Koblar

Fostering an inclusive workplace for LGBTQIA+ people in radiology and radiation oncology.

Journal of medical imaging and radiation oncology

Avec: Alix Bird , Vaz Zavaletta , Evelyn F Carroll , Hirschel McGinnis , Janice Newsome , Judy Gichoya , Lauren Oakden-Rayner

Assessment of a single-pass venous phase CT chest, abdomen and pelvis and dual-energy CT in general oncology outpatients.

Journal of medical imaging and radiation oncology

Avec: Huey Ming Seah , Hau Cher Choi , Nicholas Bajic , Lauren Oakden-Rayner , Kirsten L Gormly

Deep learning in the detection of high-grade glioma recurrence using multiple MRI sequences: A pilot study.

Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia

Avec: Stephen Bacchi , Toby Zerner , John Dongas , Adon Toru Asahina , Amal Abou-Hamden , Sophia Otto , Sandy Patel

Do comprehensive deep learning algorithms suffer from hidden stratification? A retrospective study on pneumothorax detection in chest radiography.

BMJ open

Avec: Jarrel Seah , Cyril Tang , Quinlan D Buchlak , Michael Robert Milne , Xavier Holt , Hassan Ahmad , John Lambert , Nazanin Esmaili , Peter Brotchie , Catherine M Jones

The false hope of current approaches to explainable artificial intelligence in health care.

The Lancet. Digital health

Avec: Marzyeh Ghassemi , Andrew L Beam

Assessment of the effect of a comprehensive chest radiograph deep learning model on radiologist reports and patient outcomes: a real-world observational study.

BMJ open

Avec: Catherine M Jones , Luke Danaher , Michael R Milne , Cyril Tang , Jarrel Seah , Andrew Johnson , Quinlan D Buchlak , Nazanin Esmaili

AI recognition of patient race in medical imaging: a modelling study.

The Lancet. Digital health

Avec: Judy Wawira Gichoya , Imon Banerjee , Ananth Reddy Bhimireddy , John L Burns , Leo Anthony Celi , Li-Ching Chen , Ramon Correa , Natalie Dullerud , Marzyeh Ghassemi , Shih-Cheng Huang , Po-Chih Kuo , Matthew P Lungren , Lyle J Palmer , Brandon J Price , Saptarshi Purkayastha , Ayis T Pyrros , Lauren Oakden-Rayner , Chima Okechukwu , Laleh Seyyed-Kalantari , Hari Trivedi , Ryan Wang , Zachary Zaiman , Haoran Zhang

Validation and algorithmic audit of a deep learning system for the detection of proximal femoral fractures in patients in the emergency department: a diagnostic accuracy study.

The Lancet. Digital health

Avec: Lauren Oakden-Rayner , William Gale , Thomas A Bonham , Matthew P Lungren , Gustavo Carneiro , Andrew P Bradley , Lyle J Palmer

Effect of a comprehensive deep-learning model on the accuracy of chest x-ray interpretation by radiologists: a retrospective, multireader multicase study.

The Lancet. Digital health

Avec: Jarrel C Y Seah , Cyril H M Tang , Quinlan D Buchlak , Xavier G Holt , Jeffrey B Wardman , Anuar Aimoldin , Nazanin Esmaili , Hassan Ahmad , Hung Pham , John F Lambert , Ben Hachey , Stephen J F Hogg , Benjamin P Johnston , Christine Bennett , Peter Brotchie , Catherine M Jones

Professionalism and clinical short answer question marking with machine learning.

Internal medicine journal

Avec: Antoinette Lam , Lydia Lam , Charlotte Blacketer , Roger Parnis , Kyle Franke , Morganne Wagner , David Wang , Yiran Tan , Lauren Oakden-Rayner , Steve Gallagher , Seth W Perry , Julio Licinio , Ian Symonds , Josephine Thomas , Paul Duggan , Stephen Bacchi

Developing, purchasing, implementing and monitoring AI tools in radiology: Practical considerations. A multi-society statement from the ACR, CAR, ESR, RANZCR & RSNA.

Journal of medical imaging and radiation oncology

Avec: Adrian P Brady , Bibb Allen , Jaron Chong , Elmar Kotter , Nina Kottler , John Mongan , Lauren Oakden-Rayner , Daniel Pinto Dos Santos , An Tang , Christoph Wald , John Slavotinek

Medical artificial intelligence for clinicians: the lost cognitive perspective.

The Lancet. Digital health

Avec: Lana Tikhomirov , Carolyn Semmler , Melissa McCradden , Rachel Searston , Marzyeh Ghassemi , Lauren Oakden-Rayner

Deep learning predicts hip fracture using confounding patient and healthcare variables.

NPJ digital medicine

Avec: Marcus A Badgeley , John R Zech , Benjamin S Glicksberg , Manway Liu , William Gale , Michael V McConnell , Bethany Percha , Thomas M Snyder , Joel T Dudley

Deep Learning in the Prediction of Ischaemic Stroke Thrombolysis Functional Outcomes: A Pilot Study.

Academic radiology

Avec: Stephen Bacchi , Toby Zerner , Timothy Kleinig , Sandy Patel , Jim Jannes

The medical algorithmic audit.

The Lancet. Digital health

Avec: Xiaoxuan Liu , Ben Glocker , Melissa M McCradden , Marzyeh Ghassemi , Alastair K Denniston , Lauren Oakden-Rayner

Pre-thrombectomy prognostic prediction of large-vessel ischemic stroke using machine learning: A systematic review and meta-analysis.

Frontiers in neurology

Avec: Minyan Zeng , Lauren Oakden-Rayner , Alix Bird , Luke Smith , Zimu Wu , Rebecca Scroop , Timothy Kleinig , Jim Jannes , Mark Jenkinson , Lyle J Palmer

Artificial intelligence and the future of radiographic scoring in rheumatoid arthritis: a viewpoint.

Arthritis research & therapy

Avec: Alix Bird , Lauren Oakden-Rayner , Christopher McMaster , Luke A Smith , Minyan Zeng , Mihir D Wechalekar , Shonket Ray , Susanna Proudman , Lyle J Palmer

Effects of a comprehensive brain computed tomography deep learning model on radiologist detection accuracy.

European radiology

Avec: Quinlan D Buchlak , Cyril H M Tang , Jarrel C Y Seah , Andrew Johnson , Xavier Holt , Georgina M Bottrell , Jeffrey B Wardman , Gihan Samarasinghe , Leonardo Dos Santos Pinheiro , Hongze Xia , Hassan K Ahmad , Hung Pham , Jason I Chiang , Nalan Ektas , Michael R Milne , Christopher H Y Chiu , Ben Hachey , Melissa K Ryan , Benjamin P Johnston , Nazanin Esmaili , Christine Bennett , Tony Goldschlager , Jonathan Hall , Duc Tan Vo , Lauren Oakden-Rayner , Jean-Christophe Leveque , Farrokh Farrokhi , Richard G Abramson , Catherine M Jones , Simon Edelstein , Peter Brotchie

The value of standards for health datasets in artificial intelligence-based applications.

Nature medicine

Avec: Anmol Arora , Joseph E Alderman , Joanne Palmer , Shaswath Ganapathi , Elinor Laws , Melissa D McCradden , Lauren Oakden-Rayner , Stephen R Pfohl , Marzyeh Ghassemi , Francis McKay , Darren Treanor , Negar Rostamzadeh , Bilal Mateen , Jacqui Gath , Adewole O Adebajo , Stephanie Kuku , Rubeta Matin , Katherine Heller , Elizabeth Sapey , Neil J Sebire , Heather Cole-Lewis , Melanie Calvert , Alastair Denniston , Xiaoxuan Liu

Developing, Purchasing, Implementing and Monitoring AI Tools in Radiology: Practical Considerations. A Multi-Society Statement From the ACR, CAR, ESR, RANZCR & RSNA.

Journal of the American College of Radiology : JACR

Avec: Adrian P Brady , Bibb Allen , Jaron Chong , Elmar Kotter , Nina Kottler , John Mongan , Lauren Oakden-Rayner , Daniel Pinto Dos Santos , An Tang , Christoph Wald , John Slavotinek

Machine learning and deep learning predictive models for long-term prognosis in patients with chronic obstructive pulmonary disease: a systematic review and meta-analysis.

The Lancet. Digital health

Avec: Luke A Smith , Lauren Oakden-Rayner , Alix Bird , Minyan Zeng , Minh-Son To , Sutapa Mukherjee , Lyle J Palmer

Developing, Purchasing, Implementing and Monitoring AI Tools in Radiology: Practical Considerations. A Multi-Society Statement From the ACR, CAR, ESR, RANZCR & RSNA.

Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes

Avec: Adrian P Brady , Bibb Allen , Jaron Chong , Elmar Kotter , Nina Kottler , John Mongan , Lauren Oakden-Rayner , Daniel Pinto Dos Santos , An Tang , Christoph Wald , John Slavotinek

Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines.

Nature communications

Avec: Alexander P L Martindale , Benjamin Ng , Victoria Ngai , Aditya U Kale , Lavinia Ferrante di Ruffano , Robert M Golub , Gary S Collins , David Moher , Melissa D McCradden , Lauren Oakden-Rayner , Samantha Cruz Rivera , Melanie Calvert , Christopher J Kelly , Cecilia S Lee , Christopher Yau , An-Wen Chan , Pearse A Keane , Andrew L Beam , Alastair K Denniston , Xiaoxuan Liu

Réseau de co-auteurs

Lauren Oakden-Rayner 20 collaborations

Stephen Bacchi 8 collaborations

Lyle J Palmer 8 collaborations

Jim Jannes 6 collaborations

Timothy Kleinig 6 collaborations

Adrian P Brady 5 collaborations

Bibb Allen 5 collaborations

Jaron Chong 5 collaborations

Elmar Kotter 5 collaborations

Nina Kottler 5 collaborations

John Mongan 5 collaborations

Daniel Pinto Dos Santos 5 collaborations

An Tang 5 collaborations

Christoph Wald 5 collaborations

John Slavotinek 5 collaborations

Alix Bird 5 collaborations

Catherine M Jones 5 collaborations

Quinlan D Buchlak 5 collaborations

Nazanin Esmaili 5 collaborations

Marzyeh Ghassemi 5 collaborations

Minyan Zeng 4 collaborations

Yiran Tan 3 collaborations

Simon Koblar 3 collaborations

Luke A Smith 3 collaborations

Toby Zerner 3 collaborations

Sandy Patel 3 collaborations

Jarrel Seah 3 collaborations

Ben Hachey 3 collaborations

Peter Brotchie 3 collaborations

Xiaoxuan Liu 3 collaborations

Gustavo Carneiro 2 collaborations

James J J Condon 2 collaborations

Shonket Ray 2 collaborations

Susanna Proudman 2 collaborations

David K Menon 2 collaborations

Charlotte Blacketer 2 collaborations

Roger Parnis 2 collaborations

Morganne Wagner 2 collaborations

David Wang 2 collaborations

Steve Gallagher 2 collaborations

Seth W Perry 2 collaborations

Julio Licinio 2 collaborations

Ian Symonds 2 collaborations

Josephine Thomas 2 collaborations

Paul Duggan 2 collaborations

Cyril Tang 2 collaborations

Xavier Holt 2 collaborations

Hassan Ahmad 2 collaborations

Andrew L Beam 2 collaborations

Michael R Milne 2 collaborations

Andrew Johnson 2 collaborations

Matthew P Lungren 2 collaborations

William Gale 2 collaborations

Jarrel C Y Seah 2 collaborations

Cyril H M Tang 2 collaborations

Jeffrey B Wardman 2 collaborations

Hung Pham 2 collaborations

Benjamin P Johnston 2 collaborations

Christine Bennett 2 collaborations

Alastair K Denniston 2 collaborations

Melissa D McCradden 2 collaborations

Melanie Calvert 2 collaborations

Jared Dunnmon 1 collaboration

Christopher Ré 1 collaboration

Jane Scheetz 1 collaboration

Philip Rothschild 1 collaboration

Myra McGuinness 1 collaboration

Xavier Hadoux 1 collaboration

H Peter Soyer 1 collaboration

Monika Janda 1 collaboration

Stuart Keel 1 collaboration

Peter van Wijngaarden 1 collaboration

Felix Paterson 1 collaboration

Michelle Nottage 1 collaboration

Michael Kitchener 1 collaboration

Matthew Jarvis 1 collaboration

Jessica Reid 1 collaboration

Vincent Trinh 1 collaboration

Kelly A Hall 1 collaboration

Michelle Reintals 1 collaboration

Andrew S Holmes 1 collaboration

Michael Milne 1 collaboration

Kyle B Franke 1 collaboration

Andrew Moey 1 collaboration

Vaz Zavaletta 1 collaboration

Evelyn F Carroll 1 collaboration

Hirschel McGinnis 1 collaboration

Janice Newsome 1 collaboration

Judy Gichoya 1 collaboration

Huey Ming Seah 1 collaboration

Hau Cher Choi 1 collaboration

Nicholas Bajic 1 collaboration

Kirsten L Gormly 1 collaboration

John Dongas 1 collaboration

Adon Toru Asahina 1 collaboration

Amal Abou-Hamden 1 collaboration

Sophia Otto 1 collaboration

Michael Robert Milne 1 collaboration

John Lambert 1 collaboration

Luke Danaher 1 collaboration

Judy Wawira Gichoya 1 collaboration

Imon Banerjee 1 collaboration

Ananth Reddy Bhimireddy 1 collaboration

John L Burns 1 collaboration

Leo Anthony Celi 1 collaboration

Li-Ching Chen 1 collaboration

Ramon Correa 1 collaboration

Natalie Dullerud 1 collaboration

Shih-Cheng Huang 1 collaboration

Po-Chih Kuo 1 collaboration

Brandon J Price 1 collaboration

Saptarshi Purkayastha 1 collaboration

Ayis T Pyrros 1 collaboration

Chima Okechukwu 1 collaboration

Laleh Seyyed-Kalantari 1 collaboration

Hari Trivedi 1 collaboration

Ryan Wang 1 collaboration

Zachary Zaiman 1 collaboration

Haoran Zhang 1 collaboration

Thomas A Bonham 1 collaboration

Andrew P Bradley 1 collaboration

Xavier G Holt 1 collaboration

Anuar Aimoldin 1 collaboration

John F Lambert 1 collaboration

Stephen J F Hogg 1 collaboration

Antoinette Lam 1 collaboration

Lydia Lam 1 collaboration

Kyle Franke 1 collaboration

Lana Tikhomirov 1 collaboration

Carolyn Semmler 1 collaboration

Melissa McCradden 1 collaboration

Rachel Searston 1 collaboration

Marcus A Badgeley 1 collaboration

John R Zech 1 collaboration

Benjamin S Glicksberg 1 collaboration

Manway Liu 1 collaboration

Michael V McConnell 1 collaboration

Bethany Percha 1 collaboration

Thomas M Snyder 1 collaboration

Joel T Dudley 1 collaboration

Ben Glocker 1 collaboration

Melissa M McCradden 1 collaboration

Luke Smith 1 collaboration

Zimu Wu 1 collaboration

Rebecca Scroop 1 collaboration

Mark Jenkinson 1 collaboration

Christopher McMaster 1 collaboration

Mihir D Wechalekar 1 collaboration

Georgina M Bottrell 1 collaboration

Gihan Samarasinghe 1 collaboration

Leonardo Dos Santos Pinheiro 1 collaboration

Hongze Xia 1 collaboration

Hassan K Ahmad 1 collaboration

Jason I Chiang 1 collaboration

Nalan Ektas 1 collaboration

Christopher H Y Chiu 1 collaboration

Melissa K Ryan 1 collaboration

Tony Goldschlager 1 collaboration

Jonathan Hall 1 collaboration

Duc Tan Vo 1 collaboration

Jean-Christophe Leveque 1 collaboration

Farrokh Farrokhi 1 collaboration

Richard G Abramson 1 collaboration

Simon Edelstein 1 collaboration

Anmol Arora 1 collaboration

Joseph E Alderman 1 collaboration

Joanne Palmer 1 collaboration

Shaswath Ganapathi 1 collaboration

Elinor Laws 1 collaboration

Stephen R Pfohl 1 collaboration

Francis McKay 1 collaboration

Darren Treanor 1 collaboration

Negar Rostamzadeh 1 collaboration

Bilal Mateen 1 collaboration

Jacqui Gath 1 collaboration

Adewole O Adebajo 1 collaboration

Stephanie Kuku 1 collaboration

Rubeta Matin 1 collaboration

Katherine Heller 1 collaboration

Elizabeth Sapey 1 collaboration

Neil J Sebire 1 collaboration

Heather Cole-Lewis 1 collaboration

Alastair Denniston 1 collaboration

Minh-Son To 1 collaboration

Sutapa Mukherjee 1 collaboration

Alexander P L Martindale 1 collaboration

Benjamin Ng 1 collaboration

Victoria Ngai 1 collaboration

Aditya U Kale 1 collaboration

Lavinia Ferrante di Ruffano 1 collaboration

Robert M Golub 1 collaboration

Gary S Collins 1 collaboration

David Moher 1 collaboration

Samantha Cruz Rivera 1 collaboration

Christopher J Kelly 1 collaboration

Cecilia S Lee 1 collaboration

Christopher Yau 1 collaboration

An-Wen Chan 1 collaboration

Pearse A Keane 1 collaboration