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[1]
A comparison of deep learning performance against health-care professionals in detecting diseases from medical imaging: a systematic review and meta-analysis
[J].
Liu, Xiaoxuan
;
Faes, Livia
;
Kale, Aditya U.
;
Wagner, Siegfried K.
;
Fu, Dun Jack
;
Bruynseels, Alice
;
Mahendiran, Thushika
;
Moraes, Gabriella
;
Shamdas, Mohith
;
Kern, Christoph
;
Ledsam, Joseph R.
;
Schmid, Martin K.
;
Balaskas, Konstantinos
;
Topol, Eric J.
;
Bachmann, Lucas M.
;
Keane, Pearse A.
;
Denniston, Alastair K.
.
LANCET DIGITAL HEALTH,
2019, 1 (06)
:E271-E297

Liu, Xiaoxuan
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England
Univ Birmingham, Acad Unit Ophthalmol, Inst Inflammat & Ageing, Coll Med & Dent Sci, Birmingham, W Midlands, England
Moorfields Eye Hosp NHS Fdn Trust, Med Retina Dept, London, England
Hlth Data Res UK, London, England Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England

Faes, Livia
论文数: 0 引用数: 0
h-index: 0
机构:
Moorfields Eye Hosp NHS Fdn Trust, Med Retina Dept, London, England
Cantonal Hosp Lucerne, Eye Clin, Luzern, Switzerland Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England

Kale, Aditya U.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England

Wagner, Siegfried K.
论文数: 0 引用数: 0
h-index: 0
机构:
Moorfields Eye Hosp NHS Fdn Trust, NIHR Biomed Res Ctr Ophthalmol, London, England
UCL Inst Ophthalmol, London, England Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England

Fu, Dun Jack
论文数: 0 引用数: 0
h-index: 0
机构:
Moorfields Eye Hosp NHS Fdn Trust, Med Retina Dept, London, England Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England

Bruynseels, Alice
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England

Mahendiran, Thushika
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h-index: 0
机构:
Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England

Moraes, Gabriella
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h-index: 0
机构:
Moorfields Eye Hosp NHS Fdn Trust, Med Retina Dept, London, England Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England

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h-index:
机构:

Kern, Christoph
论文数: 0 引用数: 0
h-index: 0
机构:
Moorfields Eye Hosp NHS Fdn Trust, Med Retina Dept, London, England
Ludwig Maximilian Univ Munich, Univ Eye Hosp, Munich, Germany Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England

Ledsam, Joseph R.
论文数: 0 引用数: 0
h-index: 0
机构:
DeepMind, London, England Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England

Schmid, Martin K.
论文数: 0 引用数: 0
h-index: 0
机构:
Cantonal Hosp Lucerne, Eye Clin, Luzern, Switzerland Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England

Balaskas, Konstantinos
论文数: 0 引用数: 0
h-index: 0
机构:
Moorfields Eye Hosp NHS Fdn Trust, Med Retina Dept, London, England
Moorfields Eye Hosp NHS Fdn Trust, NIHR Biomed Res Ctr Ophthalmol, London, England
UCL Inst Ophthalmol, London, England Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England

Topol, Eric J.
论文数: 0 引用数: 0
h-index: 0
机构:
Scripps Res Translat Inst, La Jolla, CA USA Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England

Bachmann, Lucas M.
论文数: 0 引用数: 0
h-index: 0
机构:
Res Consultants, Medignit, Zurich, Switzerland Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England

Keane, Pearse A.
论文数: 0 引用数: 0
h-index: 0
机构:
Moorfields Eye Hosp NHS Fdn Trust, NIHR Biomed Res Ctr Ophthalmol, London, England
UCL Inst Ophthalmol, London, England
Hlth Data Res UK, London, England Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England

Denniston, Alastair K.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England
Univ Birmingham, Acad Unit Ophthalmol, Inst Inflammat & Ageing, Coll Med & Dent Sci, Birmingham, W Midlands, England
Univ Birmingham, Ctr Patient Reported Outcome Res, Inst Appl Hlth Res, Birmingham, W Midlands, England
Moorfields Eye Hosp NHS Fdn Trust, NIHR Biomed Res Ctr Ophthalmol, London, England
UCL Inst Ophthalmol, London, England
Hlth Data Res UK, London, England Univ Hosp Birmingham NHS Fdn Trust, Dept Ophthalmol, Birmingham, W Midlands, England