International evaluation of an AI system for breast cancer screening

End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography

(2019) Diego Ardila et al.   NATURE MEDICINE

Deep Neural Networks Improve Radiologists’ Performance in Breast Cancer Screening

(2019) Nan Wu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Detecting and classifying lesions in mammograms with Deep Learning

(2018) Dezső Ribli et al.   Scientific Reports

Why CAD Failed in Mammography

(2018) Ajay Kohli et al.   Journal of the American College of Radiology

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

(2018) Freddie Bray et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Clinically applicable deep learning for diagnosis and referral in retinal disease

(2018) Jeffrey De Fauw et al.   NATURE MEDICINE

High-performance medicine: the convergence of human and artificial intelligence

(2018) Eric J. Topol   NATURE MEDICINE

Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study

(2018) John R. Zech et al.   PLOS MEDICINE

Stand-Alone Artificial Intelligence for Breast Cancer Detection in Mammography: Comparison With 101 Radiologists

(2018) Alejandro Rodriguez-Ruiz et al.   JNCI-Journal of the National Cancer Institute

Deep Learning in Mammography

(2017) Anton S. Becker et al.   INVESTIGATIVE RADIOLOGY

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

National Performance Benchmarks for Modern Screening Digital Mammography: Update from the Breast Cancer Surveillance Consortium

(2017) Constance D. Lehman et al.   RADIOLOGY

Radiologist shortage leaves patient care at risk, warns royal college

(2017) Abi Rimmer   BMJ-British Medical Journal

Radiologist shortage leaves patient care at risk, warns royal college

(2017) Abi Rimmer   BMJ-British Medical Journal

Screening for Breast Cancer: U.S. Preventive Services Task Force Recommendation Statement

(2016) Albert L. Siu et al.   ANNALS OF INTERNAL MEDICINE

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Inverse probability weighting

(2016) Mohammad Ali Mansournia et al.   BMJ-British Medical Journal

Inverse probability weighting

(2016) Mohammad Ali Mansournia et al.   BMJ-British Medical Journal

Breast Cancer Screening for Women at Average Risk

(2015) Kevin C. Oeffinger et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Diagnostic Accuracy of Digital Screening Mammography With and Without Computer-Aided Detection

(2015) Constance D. Lehman et al.   JAMA Internal Medicine

Recommended tests and confidence intervals for paired binomial proportions

(2014) Morten W. Fagerland et al.   STATISTICS IN MEDICINE

Consequences of False-Positive Screening Mammograms

(2014) Anna N. A. Tosteson et al.   JAMA Internal Medicine

The benefits and harms of breast cancer screening: an independent review

(2013) M G Marmot et al.   BRITISH JOURNAL OF CANCER

Evaluating Imaging and Computer-aided Detection and Diagnosis Devices at the FDA

(2012) Brandon D. Gallas et al.   ACADEMIC RADIOLOGY

Mammographic Screening Programmes in Europe: Organization, Coverage and Participation

(2012) Livia Giordano et al.   JOURNAL OF MEDICAL SCREENING

Recommendations on screening for breast cancer in average-risk women aged 40-74 years

(2011)   CANADIAN MEDICAL ASSOCIATION JOURNAL

Swedish Two-County Trial: Impact of Mammographic Screening on Breast Cancer Mortality during 3 Decades

(2011) László Tabár et al.   RADIOLOGY

Enriched designs for assessing discriminatory performance - analysis of bias and variance

(2011) Paul F. Pinsky et al.   STATISTICS IN MEDICINE

A note on the tests for clustered matched-pair binary data

(2010) Zhao Yang et al.   BIOMETRICAL JOURNAL

Using computer-aided detection in mammography as a decision support

(2010) Maurice Samulski et al.   EUROPEAN RADIOLOGY

How Widely Is Computer-Aided Detection Used in Screening and Diagnostic Mammography?

(2010) Vijay M. Rao et al.   Journal of the American College of Radiology

Breast Cancer Screening With Imaging: Recommendations From the Society of Breast Imaging and the ACR on the Use of Mammography, Breast MRI, Breast Ultrasound, and Other Technologies for the Detection of Clinically Occult Breast Cancer

(2010) Carol H. Lee et al.   Journal of the American College of Radiology

Workforce Shortages in Breast Imaging: Impact on Mammography Utilization

(2009) Paul Wing et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Variability in Interpretive Performance at Screening Mammography and Radiologists’ Characteristics Associated with Accuracy

(2009) Joann G. Elmore et al.   RADIOLOGY

Operating characteristics predicted by models for diagnostic tasks involving lesion localization

(2008) D. P. Chakraborty et al.   MEDICAL PHYSICS

Anniversary Paper: History and status of CAD and quantitative image analysis: The role of Medical Physics and AAPM

(2008) Maryellen L. Giger et al.   MEDICAL PHYSICS

Single Reading with Computer-Aided Detection for Screening Mammography

(2008) Fiona J. Gilbert et al.   NEW ENGLAND JOURNAL OF MEDICINE

Radiologist supply and workload: international comparison

(2008) Yasuo Nakajima et al.  

Comparing Areas under Receiver Operating Characteristic Curves: Potential Impact of the “Last” Experimentally Measured Operating Point

(2008) David Gur et al.   RADIOLOGY