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M

Melissa D. McCradden

University of Adelaide

30H-index
111Paper Count
7.6KCitation Count
Published Papers 48
Publication Date
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Connecting algorithmic fairness and fair outcomes in a sociotechnical simulation case study of AI-assisted healthcare
errNature Communications
IF15.7
err2025-12-19
err0
errOAAI
errEmma A. M. Stanley; Roger Y. Tsang; Haley Gillett; Raissa Souza; Vibujithan Vigneshwaran; Chris Kang; Melissa D. McCradden; Matthias Wilms; Nils D. Forkert
errShare
errSave
Artificial intelligence in metabolic research
errNature Metabolism
IF20.8
err2025-10-02
err0
PREAI
errJens Juul Holst; Camilla Schéele; Philipp E. Scherer; Weiping Jia; Eran Segal; Nikolai Slavov; Ruth J. F. Loos; Golnaz Vahedi; Lei Sun; M. Madan Babu; Melissa D. McCradden; Peter G. Jacobs
errShare
errSave
Disease-modifying therapies for spinal muscular atrophy: Family experience, ethical considerations, and the role of social determinants of health
errJournal of Neuromuscular Diseases
IF3.4
err2025-09-03
err0
errOAAI
errLena Xiao; Djurdja Djordjevic; Sohee Kang; Hernan Gonorazky; Jackie Chiang; Munazzah Ambreen; Elisa Nigro; Eugenia Law; Lauren Weinstock; Reshma Amin; Melissa D McCradden
errShare
errSave
Reporting guideline for chatbot health advice studies: The CHART statement
errArtificial Intelligence in Medicine
IF6.2
err2025-08-01
err0
errOAAI
errBright Huo; Gary Collins; David Chartash; Arun Thirunavukarasu; Annette Flanagin; Alfonso Iorio; Giovanni Cacciamani; Xi Chen; Nan Liu; Piyush Mathur; An-Wen Chan; Christine Laine; Daniela Pacella; Michael Berkwits; Stavros A. Antoniou; Jennifer C. Camaradou; Carolyn Canfield; Michael Mittelman; Timothy Feeney; Elizabeth Loder; Riaz Agha; Ashirbani Saha; Julio Mayol; Anthony Sunjaya; Hugh Harvey; Jeremy Y. Ng; Tyler McKechnie; Yung Lee; Nipun Verma; Gregor Stiglic; Melissa McCradden; Karim Ramji; Vanessa Boudreau; Monica Ortenzi; Joerg Meerpohl; Per Olav Vandvik; Thomas Agoritsas; Diana Samuel; Helen Frankish; Michael Anderson; Xiaomei Yao; Stacy Loeb; Cynthia Lokker; Xiaoxuan Liu; Eliseo Guallar; Gordon Guyatt
errShare
errSave
Global Health in the Age of AI: Charting a Course for Ethical Implementation and Societal Benefit
errMinds and Machines
IF3.4
err2025-07-03
err0
PREAI
errJessica Morley; Emmie Hine; Huw Roberts; Renée Sirbu; Hutan Ashrafian; Charlotte Blease; Marisha Boyd; John L. Chen; Alexandre Chiavegatto Filho; Enrico Coiera; Glenn I. Cohen; Amelia Fiske; Nandini Jayakumar; Angeliki Kerasidou; Federica Mandreoli; Melissa D. McCradden; Stella Namuganza; Elaine O. Nsoesie; Ravi B. Parikh; Sandeep Reddy; Jana Sedlakova; Tamara Sunbul; Sophie van Baalen; Hannah van Kolfschooten; Luciano Floridi
errShare
errSave
Machine learning used to study risk factors for chronic diseases: A scoping review
errCanadian Journal of Public Health
IF0
err2025-06-11
err0
errOAAI
errMahek Shergill; Steve Durant; Sharon Birdi; Roxana Rabet; Carolyn Ziegler; Shehzad Ali; David Buckeridge; Marzyeh Ghassemi; Jennifer Gibson; Ava John-Baptiste; Jillian Macklin; Melissa McCradden; Kwame McKenzie; Parisa Naraei; Akwasi Owusu-Bempah; Laura C. Rosella; James Shaw; Ross Upshur; Sharmistha Mishra; Andrew D. Pinto
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errSave
What makes a 'good' decision with artificial intelligence? A grounded theory study in paediatric care
errBMJ EVIDENCE-BASED MEDICINE
IF7.6
err2025-02-12
err0
PREAI
errMccradden, Melissa D.; Thai, Kelly; Assadi, Azadeh; Tonekaboni, Sana; Stedman, Ian; Joshi, Shalmali; Zhang, Minfan; Chevalier, Fanny; Goldenberg, Anna
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errSave
Bias in machine learning applications to address non-communicable diseases at a population-level: a scoping review
errBMC PUBLIC HEALTH
IF3.6
err2024-12-28
err0
errOAAI
errBirdi, Sharon; Rabet, Roxana; Durant, Steve; Patel, Atushi; Vosoughi, Tina; Shergill, Mahek; Costanian, Christy; Ziegler, Carolyn P.; Ali, Shehzad; Buckeridge, David; Ghassemi, Marzyeh; Gibson, Jennifer; John-Baptiste, Ava; Macklin, Jillian; Mccradden, Melissa; Mckenzie, Kwame; Mishra, Sharmistha; Naraei, Parisa; Owusu-Bempah, Akwasi; Rosella, Laura; Shaw, James; Upshur, Ross; Pinto, Andrew D.
errShare
errSave
Exploring patient and public participation in the STANDING Together initiative for AI in healthcare
errNATURE MEDICINE
IF50
err2024-12-13
err0
PREAI
errGath, Jacqui; Leung, Cassandra; Adebajo, Adewale O.; Beng, Jude; Arora, Anmol; Alderman, Joseph E.; Palmer, Joanne; Laws, Elinor; Gill, Jaspret; Mccradden, Melissa; Mckay, Francis; Denniston, Alastair; Liu, Xiaoxuan
errShare
errSave
An ethics assessment tool for artificial intelligence implementation in healthcare: CARE-AI
errNATURE MEDICINE
IF50
err2024-10-18
err2
PREAI
errNing, Yilin; Liu, Xiaoxuan; Collins, Gary S.; Moons, Karel G. M.; McCradden, Melissa; Ting, Daniel Shu Wei; Ong, Jasmine Chiat Ling; Goldstein, Benjamin Alan; Wagner, Siegfried K.; Keane, Pearse A.; Topol, Eric J.; Liu, Nan
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errSave
Complexities in Capacity Assessment for Persons with Severe and Enduring Anorexia
errAMERICAN JOURNAL OF BIOETHICS
IF20.8
err2024-08-19
err0
PREAI
errTurner, Lucie Mary; McCradden, Melissa Danielle
errShare
errSave
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines (vol 15, 1619 , 2024)
errNATURE COMMUNICATIONS
IF15.7
err2024-07-29
err0
errOAAI
errMartindale, Alexander P. L.; Llewellyn, Carrie D.; de Visser, Richard O.; Ng, Benjamin; Ngai, Victoria; Kale, Aditya U.; di Ruffano, Lavinia Ferrante; Golub, Robert M.; Collins, Gary S.; Moher, David; McCradden, Melissa D.; Oakden-Rayner, Lauren; Rivera, Samantha Cruz; Calvert, Melanie; Kelly, Christopher J.; Lee, Cecilia S.; Yau, Christopher; Chan, An-Wen; Keane, Pearse A.; Beam, Andrew L.; Denniston, Alastair K.; Liu, Xiaoxuan
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errSave
TRIPOD plus AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
errBMJ-BRITISH MEDICAL JOURNAL
IF42.7
err2024-04-16
err103
errOAAI
errCollins, Gary S.; Moons, Karel G. M.; Dhiman, Paula; Riley, Richard; Beam, Andrew L.; Van Calster, Ben; Ghassemi, Marzyeh; Liu, Xiaoxuan; Reitsma, Johannes B.; van Smeden, Maarten; Boulesteix, Anne-Laure; Camaradou, Jennifer Catherine; Celi, Leo Anthony; Denaxas, Spiros; Denniston, Alastair K.; Glocker, Ben; Golub, Robert M.; Harvey, Hugh; Heinze, Georg; Hoffman, Michael M.; Kengne, Andre Pascal; Lam, Emily; Lee, Naomi; Loder, Elizabeth W.; Maier-Hein, Lena; Mateen, Bilal A.; McCradden, Melissa; Oakden-Rayner, Lauren; Ordish, Johan; Parnell, Richard; Rose, Sherri; Singh, Karandeep; Wynants, Laure; Logullo, Patricia
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errSave
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines
errNATURE COMMUNICATIONS
IF15.7
err2024-02-22
err4
errOAAI
errMartindale, Alexander P. L.; Ng, Benjamin; Ngai, Victoria; Kale, Aditya U.; di Ruffano, Lavinia Ferrante; Golub, Robert M.; Collins, Gary S.; Moher, David; McCradden, Melissa D.; Oakden-Rayner, Lauren; Rivera, Samantha Cruz; Calvert, Melanie; Kelly, Christopher J.; Lee, Cecilia S.; Yau, Christopher; Chan, An-Wen; Keane, Pearse A.; Beam, Andrew L.; Denniston, Alastair K.; Liu, Xiaoxuan
errShare
errSave
A causal perspective on dataset bias in machine learning for medical imaging
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-02-15
err6
PREAI
errJones, Charles; Castro, Daniel C.; Ribeiro, Fabio De Sousa; Oktay, Ozan; Mccradden, Melissa; Glocker, Ben
errShare
errSave
A normative framework for artificial intelligence as a sociotechnical system in healthcare
errPATTERNS
IF7.4
err2023-11-01
err3
errOAAI
errMcCradden, Melissa D.; Joshi, Shalmali; Anderson, James A.; London, Alex John
errShare
errSave
The value of standards for health datasets in artificial intelligence-based applications
errNATURE MEDICINE
IF50
err2023-10-26
err37
errOAAI
errArora, Anmol; Alderman, Joseph E.; Palmer, Joanne; Ganapathi, Shaswath; Laws, Elinor; Mccradden, Melissa D.; Oakden-Rayner, Lauren; Pfohl, Stephen R.; Ghassemi, Marzyeh; Mckay, Francis; Treanor, Darren; Rostamzadeh, Negar; Mateen, Bilal; Gath, Jacqui; Adebajo, Adewole O.; Kuku, Stephanie; Matin, Rubeta; Heller, Katherine; Sapey, Elizabeth; Sebire, Neil J.; Cole-Lewis, Heather; Calvert, Melanie; Denniston, Alastair; Liu, Xiaoxuan
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errSave
Ethical Considerations for Artificial Intelligence in Medical Imaging: Data Collection, Development, and Evaluation
errJOURNAL OF NUCLEAR MEDICINE
IF9.1
err2023-10-12
err9
errOAAI
errHerington, Jonathan; Mccradden, Melissa D.; Creel, Kathleen; Boellaard, Ronald; Jones, Elizabeth C.; Jha, Abhinav K.; Rahmim, Arman; Scott, Peter J. H.; Sunderland, John J.; Wahl, Richard L.; Zuehlsdorff, Sven; Saboury, Babak
errShare
errSave
Ethics, First
errAMERICAN JOURNAL OF BIOETHICS
IF20.8
err2023-08-30
err0
PREAI
errMccradden, Melissa D.
errShare
errSave
Ethical Considerations for Artificial Intelligence in Medical Imaging: Deployment and Governance
errJOURNAL OF NUCLEAR MEDICINE
IF9.1
err2023-08-24
err6
errOAAI
errHerington, Jonathan; Mccradden, Melissa D.; Creel, Kathleen; Boellaard, Ronald; Jones, Elizabeth C.; Jha, Abhinav K.; Rahmim, Arman; Scott, Peter J. H.; Sunderland, John J.; Wahl, Richard L.; Zuehlsdorff, Sven; Saboury, Babak
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
David Moher
H-index: 214 · Papers: 1.5K
E
Eric J. Topol
H-index: 202 · Papers: 1.7K
J
Jens J. Holst
H-index: 193 · Papers: 2.7K
R
Ruth J. F. Loos
H-index: 171 · Papers: 1.2K
P
Patrick M. Bossuyt
H-index: 160 · Papers: 1.2K
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