Stephen Bacchi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 62

Top Topics

Atrial Fibrillation

Machine Learning

Top Venues

Internal medicine journal

The Medical journal of Australia

Clinical & experimental ophthalmology

Internal and emergency medicine

This page only lists publications with an associated author ORCID identifier.

Publications

Joshua G Kovoor, Stephen Bacchi, Prakriti Sharma, Srishti Sharma, Medhir Kumawat, Brandon Stretton, Aashray K Gupta, WengOnn Chan, Amal Abou-Hamden, Guy J Maddern
Artificial intelligence for surgical services in Australia and New Zealand: opportunities, challenges and recommendations. The Medical journal of Australia 220 (5) (2024)
Stephen Bacchi, Santosh Verghese, Mark Slee
Minimising harm: avoiding intubation for psychogenic non-epileptic seizures. The Medical journal of Australia 220 (7) (2024)
Stephen Bacchi, Joshua Kovoor, Aashray Gupta, WengOnn Chan
Should this artificial intelligence algorithm be used in my practice now? A checklist approach. Clinical & experimental ophthalmology 52 (1) (2024)
Rudy Goh, Stephen Bacchi, Joshua G Kovoor, Aashray K Gupta, Sheryn Tan, Brandon Stretton, Christopher D Ovenden, Minh-Son To, Andrew Moey, David Schultz, Jordan Y Li, Rajiv Juneja, Timothy Kleinig, Jim Jannes
Renal disease is not associated with delays in hyperacute stroke management in South Australia. Emergency medicine Australasia : EMA 36 (3) (2024)
Stephen Bacchi, Sheryn Tan, Brandon Stretton, Joshua Kovoor, Aashray Gupta, Keith McNeil, Gregory Crawford
Illusion of control recognition may promote early palliative care engagement. Internal medicine journal 54 (3) (2024)
Brandon Stretton, Joshua G Koovor, Lewis Hains, Oliver Kleinig, Sheryn Tan, Aashray K Gupta, Mana Ittimani, Andrew Dwyer, Keith McNeil, WengOnn Chan, Michael Cusack, Patrick G O'Callaghan, John Maddison, Stephen Bacchi
How will the artificial intelligence algorithm work within the constraints of this healthcare system? Internal medicine journal 54 (1) (2024)
Shrirajh Satheakeerthy, Brandon Stretton, Andrew E C Booth, Sarah Howson, Shaun Evans, Joshua G Kovoor, Keith McNeil, Ashley M Hopkins, Kathryn Zeitz, Alasdair Leslie, Peter Psaltis, Aashray Gupta, Sheryn Tan, Melissa Teo, Andrew Vanlint, Weng O Chan, Andrew C W Zannettino, Patrick G O'Callaghan, John Maddison, Samuel Gluck, Toby R Gilbert, Stephen Bacchi
Push or pull? Digital notification platform implementation reduces dysglycaemia. Internal medicine journal (2024)
Stephen Bacchi, Joshua Kovoor, Aashray Gupta, WengOnn Chan
Should this artificial intelligence algorithm be used in my practice now? A checklist approach. Clinical & experimental ophthalmology (2024)
Brandon Stretton, Andrew E C Booth, Shrirajh Satheakeerthy, Sarah Howson, Shaun Evans, Joshua Kovoor, Waqas Akram, Keith McNeil, Ashley Hopkins, Kathryn Zeitz, Alasdair Leslie, Peter Psaltis, Aashray Gupta, Sheryn Tan, Melissa Teo, Andrew Vanlint, Weng Onn Chan, Andrew Zannettino, Patrick G O'Callaghan, John Maddison, Samuel Gluck, Toby Gilbert, Stephen Bacchi
Translational artificial intelligence-led optimization and realization of estimated discharge with a supportive weekend interprofessional flow team (TAILORED-SWIFT). Internal and emergency medicine (2024)
Stephen Bacchi, Sheryn Tan, Mark Slee
Glucocorticoid-induced adrenal suppression: physiological basis and strategies for glucocorticoid weaning. The Medical journal of Australia 220 (10) (2024)
Stephen Bacchi, Sheryn Tan, Mark Slee
Glucocorticoid-induced adrenal suppression: physiological basis and strategies for glucocorticoid weaning. The Medical journal of Australia (2024)
Rudy Goh, Stephen Bacchi, Joshua G Kovoor, Aashray K Gupta, Sheryn Tan, Brandon Stretton, Christopher D Ovenden, Minh-Son To, Andrew Moey, David Schultz, Jordan Y Li, Rajiv Juneja, Timothy Kleinig, Jim Jannes
Renal disease is not associated with delays in hyperacute stroke management in South Australia. Emergency medicine Australasia : EMA (2024)
Thomas Muecke, Carmelo Zak Macri, Stephen Bacchi, Weng Onn Chan
Journal-level publication metrics: Traditional and contemporary approaches to improving journal selection for ophthalmic researchers. Clinical & experimental ophthalmology (2024)
Oliver Kleinig, Minh-Son To, Christopher D Ovenden, Joshua G Kovoor, Rudy Goh, Lydia Lam, Tara Wenzel, Yiran Tan, Hrishikesh Harish, Aashray K Gupta, Sam Gluck, Toby Gilbert, Stephen Bacchi
Vital sign measurements demonstrate terminal digit bias and boundary effects. Emergency medicine Australasia : EMA 36 (4) (2024)
Oliver Kleinig, Minh-Son To, Christopher D Ovenden, Joshua G Kovoor, Rudy Goh, Lydia Lam, Tara Wenzel, Yiran Tan, Hrishikesh Harish, Aashray K Gupta, Sam Gluck, Toby Gilbert, Stephen Bacchi
Vital sign measurements demonstrate terminal digit bias and boundary effects. Emergency medicine Australasia : EMA (2024)
Viera Stanekova, Joshua M Inglis, Lydia Lam, Antoinette Lam, William Smith, Sepehr Shakib, Stephen Bacchi
Improving the performance of machine learning penicillin adverse drug reaction classification with synthetic data and transfer learning. Internal medicine journal 54 (7) (2024)
Joshua G Kovoor, Stephen Bacchi, Prakriti Sharma, Srishti Sharma, Medhir Kumawat, Brandon Stretton, Aashray K Gupta, WengOnn Chan, Amal Abou-Hamden, Guy J Maddern
Artificial intelligence for surgical services in Australia and New Zealand: opportunities, challenges and recommendations. The Medical journal of Australia 220 (5) (2024)
Stephen Bacchi, Santosh Verghese, Mark Slee
Minimising harm: avoiding intubation for psychogenic non-epileptic seizures. The Medical journal of Australia 220 (7) (2024)
Joshua G Kovoor, Harry Smallbone, Alexander Jenkins, Brandon Stretton, Sanjana Santhosh, Jonathan H W Jacobsen, Aashray K Gupta, Ammar Zaka, Silas D Nann, Melinda Jiang, Yuchen Luo, Caitlyn Withers, Sara Ataie, Nasim Nematzadeh, Leigh R Warren, Matthew Marshall-Webb, WengOnn Chan, Keith McNeil, Samuel Gluck, Richard Turner, Melanie Tan, Tobin South, Toby R Gilbert, Ashley M Hopkins, Andrew S Vanlint, Gregory M Sweetman, Timothy R Bates, Amandeep Hansra, Stephen Bacchi
The future is bright: artificial intelligence for trainee medical officers in Australia and New Zealand. Internal medicine journal (2024)
Stephen Bacchi, Joshua Kovoor, Aashray Gupta, WengOnn Chan
Should this artificial intelligence algorithm be used in my practice now? A checklist approach. Clinical & experimental ophthalmology 52 (1) (2024)
Joshua G Kovoor, Stephen Bacchi, Prakriti Sharma, Srishti Sharma, Medhir Kumawat, Brandon Stretton, Aashray K Gupta, WengOnn Chan, Amal Abou-Hamden, Guy J Maddern
Artificial intelligence for surgical services in Australia and New Zealand: opportunities, challenges and recommendations. The Medical journal of Australia 220 (5) (2024)
Thomas Muecke, Stephen Bacchi, Robert J Casson, Weng Onn Chan
Real world impact: Towards holistic analysis of author-level publication metrics. Clinical & experimental ophthalmology (2024)
Joshua G Kovoor, Stephen Bacchi, Prakriti Sharma, Srishti Sharma, Medhir Kumawat, Brandon Stretton, Aashray K Gupta, WengOnn Chan, Amal Abou-Hamden, Guy J Maddern
Artificial intelligence for surgical services in Australia and New Zealand: opportunities, challenges and recommendations. The Medical journal of Australia (2024)
Stephen Bacchi, Santosh Verghese, Mark Slee
Minimising harm: avoiding intubation for psychogenic non-epileptic seizures. The Medical journal of Australia (2024)
Viera Stanekova, Joshua M Inglis, Lydia Lam, Antoinette Lam, William Smith, Sepehr Shakib, Stephen Bacchi
Improving the performance of machine learning penicillin adverse drug reaction classification with synthetic data and transfer learning. Internal medicine journal (2024)
Thomas Jackson Wiseman, Joshua G Kovoor, Melinda Jiang, Brandon Stretton, Aashray K Gupta, Stephen Bacchi, Frank E Kette
Adrenaline autoinjectors for Australian out-of-hospital anaphylaxis: where to from here? Internal medicine journal (2023)
Carmelo Zak Macri, Stephen Bacchi, Sheng Chieh Teoh, Wan Yin Lim, Lydia Lam, Sandy Patel, Mark Slee, Robert J Casson, Weng Onn Chan
Evaluating the Ability of Open-Source Artificial Intelligence to Predict Accepting-Journal Impact Factor and Eigenfactor Score Using Academic Article Abstracts: Cross-sectional Machine Learning Analysis. Journal of medical Internet research 25 (2023)
Brandon Stretton, Joshua G Kovoor, Stephen Bacchi, Andrew E C Booth, Samuel Gluck, Andrew S Vanlint, Mohamed Zaafer Afzal, Christopher D Ovenden, Aashray K Gupta, Rajiv Mahajan, Suzanne Melissa Edwards, Yvonne Brennan, Jir Ping Boey, Benjamin Aj Reddi, Guy John Maddern, Mark A Boyd
Impact of perioperative direct oral anticoagulant assays: a multicenter cohort study. Hospital practice (1995) (2023)
Carmelo Zak Macri, Stephen Bacchi, Sheng Chieh Teoh, Wan Yin Lim, Lydia Lam, Sandy Patel, Mark Slee, Robert J Casson, Weng Onn Chan
Evaluating the Ability of Open-Source Artificial Intelligence to Predict Accepting-Journal Impact Factor and Eigenfactor Score Using Academic Article Abstracts: Cross-sectional Machine Learning Analysis. Journal of medical Internet research 25 (2023)
Brandon Stretton, Joshua G Kovoor, Stephen Bacchi, Andrew E C Booth, Samuel Gluck, Andrew S Vanlint, Mohamed Zaafer Afzal, Christopher D Ovenden, Aashray K Gupta, Rajiv Mahajan, Suzanne Melissa Edwards, Yvonne Brennan, Jir Ping Boey, Benjamin Aj Reddi, Guy John Maddern, Mark A Boyd
Impact of perioperative direct oral anticoagulant assays: a multicenter cohort study. Hospital practice (1995) (2023)
Stephen Bacchi, Sheryn Tan, Mark Slee
Toward a common clinical lexicon of consciousness. Internal and emergency medicine (2023)
Stephen Bacchi, Sheryn Tan, Rudy Goh, Joshua G Kovoor, Aashray K Gupta, Jim Jannes, Timothy Kleinig
Basilar artery occlusion presenting with reduced level of consciousness: a diagnosis not to miss. Internal and emergency medicine (2023)
Emily Squires, Stephen Bacchi, John Maddison
We need to chat about artificial intelligence. The Medical journal of Australia (2023)
Brandon Stretton, Melinda Jiang, Joshua Kovoor, Joshua M Inglis, Lydia Lam, Sheryn Tan, Chino Yuson, William Smith, Sepehr Shakib, Stephen Bacchi
Artificial intelligence-enabled penicillin allergy delabelling: an implementation study. Internal medicine journal 53 (11) (2023)
Brandon Stretton, Joshua G Kovoor, Stephen Bacchi, Andrew E C Booth, Samuel Gluck, Andrew S Vanlint, Mohamed Zaafer Afzal, Christopher D Ovenden, Aashray K Gupta, Rajiv Mahajan, Suzanne Melissa Edwards, Yvonne Brennan, Jir Ping Boey, Benjamin Aj Reddi, Guy John Maddern, Mark A Boyd
Impact of perioperative direct oral anticoagulant assays: a multicenter cohort study. Hospital practice (1995) (2023)
Yong Min Lee, Stephen Bacchi, David Sia, Robert J Casson, WengOnn Chan
Optimising vitrectomy operation note coding with machine learning. Clinical & experimental ophthalmology (2023)
Jonathan James, Sheryn Tan, Brandon Stretton, Joshua G Kovoor, Aashray K Gupta, Samuel Gluck, Toby R Gilbert, Yogesh Sharma, Stephen Bacchi
Why do we evaluate 30-day readmissions in general medicine? A historical perspective and contemporary data. Internal medicine journal (2023)
Carmelo Zak Macri, Stephen Bacchi, Sheng Chieh Teoh, Wan Yin Lim, Lydia Lam, Sandy Patel, Mark Slee, Robert J Casson, Weng Onn Chan
Evaluating the Ability of Open-Source Artificial Intelligence to Predict Accepting-Journal Impact Factor and Eigenfactor Score Using Academic Article Abstracts: Cross-sectional Machine Learning Analysis. Journal of medical Internet research 25 (2023)
Oliver Kleinig, Christina Gao, Stephen Bacchi
This too shall pass: the performance of ChatGPT-3.5, ChatGPT-4 and New Bing in an Australian medical licensing examination. The Medical journal of Australia (2023)
Stephen Bacchi, Joshua Kovoor, Aashray Gupta, Sheryn Tan, Tony Sherbon, Andrew Bersten, Patrick G O'Callaghan, Weng O Chan
Improving health care efficiency one click at a time. Internal medicine journal (2023)
Stephen Bacchi, Joshua Kovoor, Aashray Gupta, WengOnn Chan
Registries required: A coordinated approach facilitates novel insights. Clinical & experimental ophthalmology (2023)
Sheryn Tan, Rudy Goh, Emily Burton, Stephen Bacchi, Mark Slee
Cerebrospinal fluid protein: what is a normal reference range? Internal medicine journal 53 (11) (2023)
Lydia Lam, Stephen Bacchi, Robert J Casson, Ava Pho, Quyen Vu, Weng Onn Chan
The environmental impact of single-dose eye drops. Clinical & experimental ophthalmology (2023)
Carmelo Zak Macri, Stephen Bacchi, Sheng Chieh Teoh, Wan Yin Lim, Lydia Lam, Sandy Patel, Mark Slee, Robert J Casson, Weng Onn Chan
Evaluating the Ability of Open-Source Artificial Intelligence to Predict Accepting-Journal Impact Factor and Eigenfactor Score Using Academic Article Abstracts: Cross-sectional Machine Learning Analysis. Journal of medical Internet research 25 (2023)
Stephen Bacchi, Joshua G Kovoor, Rudy Goh, Aashray K Gupta, Sheryn Tan, Christopher D Ovenden, Minh-Son To, Andrew Moey, Prashanthan Sanders, Derek P Chew, David Schultz, Pramesh Kovoor, Timothy John Kleinig, Jim Jannes
Pre-stroke anticoagulation for atrial fibrillation in primary English speakers and non-primary English speakers: a multicentre retrospective cohort study. Internal medicine journal (2023)
Brandon Stretton, Joshua G Kovoor, Stephen Bacchi, Andrew E C Booth, Samuel Gluck, Andrew S Vanlint, Mohamed Zaafer Afzal, Christopher D Ovenden, Aashray K Gupta, Rajiv Mahajan, Suzanne Melissa Edwards, Yvonne Brennan, Jir Ping Boey, Benjamin Aj Reddi, Guy John Maddern, Mark A Boyd
Impact of perioperative direct oral anticoagulant assays: a multicenter cohort study. Hospital practice (1995) (2023)
Yong Min Lee, Carmelo Macri, Stephen Bacchi, WengOnn Chan
External generalisability in implementation studies of technological interventions. Clinical & experimental ophthalmology (2023)
Stephen Bacchi, Sheng Chieh Teoh, Lydia Lam, Antoinette Lam, Robert J Casson, Weng Onn Chan
Citation count for ophthalmology articles can be successfully predicted with machine learning. Clinical & experimental ophthalmology 50 (6) (2022)
Stephen Bacchi, Mark Slee
Physical examination in functional unresponsiveness. Practical neurology 23 (1) (2022)
Stephen Bacchi, Sam Gluck, Simon Koblar, Jim Jannes, Timothy Kleinig
Automated information extraction from free-text medical documents for stroke key performance indicators: a pilot study. Internal medicine journal 52 (2) (2022)
Stephen Bacchi, Mark Slee
Physical examination in functional unresponsiveness. Practical neurology 23 (1) (2022)
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
Professionalism and clinical short answer question marking with machine learning. Internal medicine journal 52 (7) (2022)
Lydia Lam, Antoinette Lam, Stephen Bacchi, Amal Abou-Hamden
Neurosurgery inpatient outcome prediction for discharge planning with deep learning and transfer learning. British journal of neurosurgery (2022)
Stephen Bacchi, Aashray K Gupta, Joshua G Kovoor, Christopher D Ovenden, Minh-Son To, Melinda Jiang, Rudy Goh, Sam Gluck, Toby R Gilbert
Gender and linguistic disparities in resuscitation orders: a multicentre retrospective cohort study. Internal medicine journal 52 (10) (2022)
Charlotte Blacketer, Roger Parnis, Kyle B Franke, Morganne Wagner, David Wang, Yiran Tan, Luke Oakden-Rayner, Steve Gallagher, Seth W Perry, Julio Licinio, Ian Symonds, Josephine Thomas, Paul Duggan, Stephen Bacchi
Medical student knowledge and critical appraisal of machine learning: a multicentre international cross-sectional study. Internal medicine journal 51 (9) (2021)
Stephen Bacchi, Toby Gilbert, Samuel Gluck, Joy Cheng, Yiran Tan, Ivana Chim, Jim Jannes, Timothy Kleinig, Simon Koblar
Daily estimates of individual discharge likelihood with deep learning natural language processing in general medicine: a prospective and external validation study. Internal and emergency medicine (2021)
Stephen Bacchi, Samuel Gluck, Yiran Tan, Ivana Chim, Joy Cheng, Toby Gilbert, Jim Jannes, Timothy Kleinig, Simon Koblar
Mixed-data deep learning in repeated predictions of general medicine length of stay: a derivation study. Internal and emergency medicine 16 (6) (2021)
Stephen Bacchi, Adon Asahina, David Wang, Morganne Wagner, Monique Pisaniello, Jamie French, Yiran Tan, Seth W Perry, Ian Symonds, Megan Anakin, Tim Wilkinson, Stephen J Gallagher, Ma-Li Wong, Patrick McGorry, Julio Licinio
The associations among medical student debt, distress and resilience in the early years of medical school: an international cross-sectional study. Australasian psychiatry : bulletin of Royal Australian and New Zealand College of Psychiatrists 28 (4) (2020)
Stephen Bacchi, Yiran Tan, Luke Oakden-Rayner, Jim Jannes, Timothy Kleinig, Simon Koblar
Machine learning in the prediction of medical inpatient length of stay. Internal medicine journal (2020)
Stephen Bacchi, Samuel Gluck, Yiran Tan, Ivana Chim, Joy Cheng, Toby Gilbert, David K Menon, Jim Jannes, Timothy Kleinig, Simon Koblar
Prediction of general medical admission length of stay with natural language processing and deep learning: a pilot study. Internal and emergency medicine 15 (6) (2020)
Stephen Bacchi, Philippe Kramer, Colin Chalk
Autoantibodies to Low-Density Lipoprotein Receptor-Related Protein 4 in Double Seronegative Myasthenia Gravis: A Systematic Review. The Canadian journal of neurological sciences. Le journal canadien des sciences neurologiques 45 (1) (2019)
Stephen Bacchi, Ivana Chim, Sandy Patel
Specificity and sensitivity of magnetic resonance imaging findings in the diagnosis of progressive supranuclear palsy. Journal of medical imaging and radiation oncology 62 (1) (2017)