基本信息
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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 266 篇作者统计合作学者相似作者
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Brenna Li,Amy Wang,Patricia Strachan,Julie Anne Séguin, Sami Lachgar, Karyn C. Schroeder, Mathias S. Fleck,Renee Wong,Alan Karthikesalingam,Vivek Natarajan,Yossi Matias,Gregory S. Corrado,
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,
CoRR (2024)
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Khaled Saab,Tao Tu,Wei-Hung Weng,Ryutaro Tanno,David Stutz,Ellery Wulczyn, Fan Zhang, Tim Strother, Chunjong Park, Elahe Vedadi, Juanma Zambrano Chaves,Szu-Yeu Hu,
CoRR (2024)
引用36浏览0EI引用
36
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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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Wei -Hung Weng, Andrew Sellergen,Atilla P. Kiraly,Alexander D'Amour, Jungyeon Park,Rory Pilgrim,Stephen Pfohl,Charles Lau,Vivek Natarajan,Shekoofeh Azizi,Alan Karthikesalingam,Heather Cole -Lewis,
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作者统计
#Papers: 264
#Citation: 17253
H-Index: 56
G-Index: 129
Sociability: 7
Diversity: 0
Activity: 2
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