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Melissa D. McCradden

Australian Institute for Machine Learning

30H指数
112论文数
7.6K被引数
收录论文 49
发表时间
MAGIC: an international network for evaluating generative artificial intelligence in global healthMAGIC:一个用于评估全球健康中生成式人工智能的国际网络
err2026-10-06
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PREAI
errRui Yang; Weihao Xuan; Tianyu Liu; Danielle S. Bitterman; Gary S. Collins; Karthik Adapa; Kwesi Nyan Amissah-Arthur; Tianxi Cai; Simão Campos; Hanqun Cao; Josip Car; Carol Y. Cheung; Mona Diab; Chido Dzinotyiwei; Siqi Ge; Marzyeh Ghassemi; Ethan Goh; Benjamin Alan Goldstein; Mary-Anne Hartley; Yulan He; Pheng Ann Heng; Chuan Hong; Michelle María Jiménez de Tavárez; Yuhe Ke; Pearse A. Keane; Eva C. Keller; Rubayat Khan; Phuoc V. Le; Marc Lecoultre; Jisan Lee; Huitao Li; Yuan Luo; Vukosi Marivate; Bilal A. Mateen; Melissa D. McCradden; Maryam Mustafa; Joyce Nakatumba-Nabende; Yilin Ning; Jasmine Chiat Ling Ong; Yifan Peng; Sameer Pujari; Ihsan Ayyub Qazi; Dino Rech; Iain Beehuat Tan; Patrick Tan; Douglas Teodoro; Yih Chung Tham; Arun James Thirunavukarasu; Daniel Shu Wei Ting; Lorainne Tudor Car; Joao Ricardo Nickenig Vissoci; Chunhua Weng; Matthew Yu Heng Wong; Yunze Xiao; Xuhai Xu; Carl Yang; Naoto Yokoya; Kunyu Yu; Chaofan Zhang; Rui Zhang; James Zou; Karel G. M. Moons; Nigam H. Shah; Tien Yin Wong; Eric J. Topol; Nan Liu
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Connecting algorithmic fairness and fair outcomes in a sociotechnical simulation case study of AI-assisted healthcare将算法公平性与公平结果相连接:一项关于AI辅助医疗的社会技术模拟案例研究
err2025-12-19
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errOAAI
errEmma A. M. Stanley; Roger Y. Tsang; Haley Gillett; Raissa Souza; Vibujithan Vigneshwaran; Chris Kang; Melissa D. McCradden; Matthias Wilms; Nils D. Forkert
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Artificial intelligence in metabolic research代谢研究中的人工智能
err2025-10-02
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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
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Disease-modifying therapies for spinal muscular atrophy: Family experience, ethical considerations, and the role of social determinants of health脊髓性肌萎缩症的改变疾病疗法:家庭经验、伦理考量以及社会决定因素的影响
err2025-09-03
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errOAAI
errLena Xiao; Djurdja Djordjevic; Sohee Kang; Hernan Gonorazky; Jackie Chiang; Munazzah Ambreen; Elisa Nigro; Eugenia Law; Lauren Weinstock; Reshma Amin; Melissa D McCradden
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Reporting guideline for chatbot health advice studies: The CHART statement聊天机器人健康建议研究汇报规范:CHART声明
err2025-08-01
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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
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Global Health in the Age of AI: Charting a Course for Ethical Implementation and Societal Benefit人工智能时代的全球健康:规划伦理实施与社会效益的路径
err2025-07-03
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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
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Machine learning used to study risk factors for chronic diseases: A scoping review机器学习用于研究慢性疾病风险因素:一项范围综述
err2025-06-11
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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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What makes a 'good' decision with artificial intelligence? A grounded theory study in paediatric care人工智能在儿科护理中做出“良好”决策的要素是什么?一项扎根理论研究
err2025-02-12
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PREAI
errMccradden, Melissa D.; Thai, Kelly; Assadi, Azadeh; Tonekaboni, Sana; Stedman, Ian; Joshi, Shalmali; Zhang, Minfan; Chevalier, Fanny; Goldenberg, Anna
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Bias in machine learning applications to address non-communicable diseases at a population-level: a scoping review在人群层面解决非传染性疾病的机器学习应用中的偏见: 范围审查
err2024-12-28
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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.
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Exploring patient and public participation in the STANDING Together initiative for AI in healthcare
err2024-12-13
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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
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An ethics assessment tool for artificial intelligence implementation in healthcare: CARE-AI医疗保健中人工智能实施的道德评估工具: care-ai
err2024-10-18
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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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Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines (vol 15, 1619 , 2024)
err2024-07-29
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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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TRIPOD plus AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methodsTRIPOD plus AI声明: 报告使用回归或机器学习方法的临床预测模型的更新指南
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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Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines
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
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A causal perspective on dataset bias in machine learning for medical imaging
err2024-02-15
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PREAI
errJones, Charles; Castro, Daniel C.; Ribeiro, Fabio De Sousa; Oktay, Ozan; Mccradden, Melissa; Glocker, Ben
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A normative framework for artificial intelligence as a sociotechnical system in healthcare
err2023-11-01
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errOAAI
errMcCradden, Melissa D.; Joshi, Shalmali; Anderson, James A.; London, Alex John
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The value of standards for health datasets in artificial intelligence-based applications健康数据集标准在基于人工智能的应用中的价值
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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Ethical Considerations for Artificial Intelligence in Medical Imaging: Data Collection, Development, and Evaluation医学成像中人工智能的伦理考虑: 数据收集,开发和评估
err2023-10-12
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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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Ethics, First
err2023-08-30
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PREAI
errMccradden, Melissa D.
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