Quantification of abdominal fat from computed tomography using deep learning and its association with electronic health records in an academic biobank

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automated Abdominal Segmentation of CT Scans for Body Composition Analysis Using Deep Learning

(2018) Alexander D. Weston et al.   RADIOLOGY

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

(2017) Babak Ehteshami Bejnordi et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Abdominal adipose tissues extraction using multi-scale deep neural network

(2017) Fei Jiang et al.   NEUROCOMPUTING

Body Composition Assessment in Axial CT Images Using FEM-Based Automatic Segmentation of Skeletal Muscle

(2016) Karteek Popuri et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

Which anthropometric measurements including visceral fat, subcutaneous fat, body mass index, and waist circumference could predict the urinary stone composition most?

(2015) Jae Heon Kim et al.   BMC Urology

Biobanks in the era of personalized medicine: objectives, challenges, and innovation

(2015) Judita Kinkorová   EPMA Journal

Automated segmentation of visceral and subcutaneous (deep and superficial) adipose tissues in normal and overweight men

(2014) Suresh Anand Sadananthan et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Body mass index versus waist circumference as predictors of mortality in Canadian adults

(2012) A E Staiano et al.   INTERNATIONAL JOURNAL OF OBESITY

Body Fat Assessment Method Using CT Images with Separation Mask Algorithm

(2012) Young Jae Kim et al.   JOURNAL OF DIGITAL IMAGING

The Concept of Metabolic Syndrome: Contribution of Visceral Fat Accumulation and Its Molecular Mechanism

(2011) Yuji Matsuzawa et al.   Journal of Atherosclerosis and Thrombosis

Decoupled Active Contour (DAC) for Boundary Detection

(2010) Akshaya Kumar Mishra et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Measurement Site for Waist Circumference Affects Its Accuracy As an Index of Visceral and Abdominal Subcutaneous Fat in a Caucasian Population

(2010) Anja Bosy-Westphal et al.   JOURNAL OF NUTRITION

Relationship of visceral and subcutaneous adiposity with renal function in people with type 2 diabetes mellitus

(2010) S. R. Kim et al.   NEPHROLOGY DIALYSIS TRANSPLANTATION

The Relationship of Waist Circumference and BMI to Visceral, Subcutaneous, and Total Body Fat: Sex and Race Differences

(2010) Sarah M. Camhi et al.   Obesity

Beyond BMI: The value of more accurate measures of fatness and obesity in social science research

(2007) Richard V. Burkhauser et al.   JOURNAL OF HEALTH ECONOMICS