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个人简介
Alan is a senior staff clinical research scientist in Google Health who leads the clinical team's translational research efforts, with a particular focus on bridging new ML developments and health-oriented research. He focuses on machine learning for medical imaging across multiple fields: radiology, ophthalmology and dermatology, with interests in AI safety, robustness and data-efficiency for realising real-world clinical impact. Alan is an honorary Lecturer in Vascular Surgery at Imperial College in London where he continues to see patients and supervise PhD students. He did his MA in Neuroscience and Medical Degree (MBBChir) at the University of Cambridge, followed by specialist training in surgery in the London Deanery, where he completed his Membership of the Royal College of Surgeons (MRCS), PhD in Vascular Surgery and was appointed as a NIHR Clinical Lecturer. In 2017 he joined DeepMind's health research team and in 2019 joined Google Health. He has published over 150 peer-reviewed articles, including first-author studies in the New England Journal of Medicine and The Lancet prior to DeepMind/Google, where he subsequently co-authored landmark papers in Nature and Nature Medicine on deep learning systems for mammography, ophthalmology and electronic health records.
研究兴趣
论文共 263 篇作者统计合作学者相似作者
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Jan Freyberg,Abhijit Guha Roy,Terry Spitz, Beverly Freeman,Mike Schaekermann,Patricia Strachan, Eva Schnider, Renee Wong,Dale R Webster,Alan Karthikesalingam,Yun Liu,Krishnamurthy Dvijotham,
CoRR (2024)
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Stephen R. Pfohl,Heather Cole-Lewis,Rory Sayres, Darlene Neal, Mercy Asiedu,Awa Dieng,Nenad Tomasev, Qazi Mamunur Rashid,Shekoofeh Azizi,Negar Rostamzadeh,Liam G. McCoy,Leo Anthony Celi,
arxiv(2024)
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Abbi Ward, Jimmy Li, Julie Wang, Sriram Lakshminarasimhan, Ashley Carrick, Bilson Campana, Jay Hartford, Pradeep Kumar S, Tiya Tiyasirichokchai,Sunny Virmani, Renee Wong,Yossi Matias,
CoRR (2024)
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Tao Tu, Anil Palepu,Mike Schaekermann, Khaled Saab,Jan Freyberg,Ryutaro Tanno,Amy Wang, Brenna Li,Mohamed Amin,Nenad Tomasev,Shekoofeh Azizi,Karan Singhal,
CoRR (2024)
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Narayan Hegde,Madhurima Vardhan,Deepak Nathani, Emily Rosenzweig, Cathy Speed,Alan Karthikesalingam,Martin Seneviratne
Cathy Speed, Thomas Arneil,Robert Harle,Alex Wilson,Alan Karthikesalingam, Michael McConnell,Justin Phillips
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