Multimodal Deep Learning for Prognosis Prediction in Renal Cancer

Deep learning for diagnosis and survival prediction in soft tissue sarcoma

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Integrative analysis of cross-modal features for the prognosis prediction of clear cell renal cell carcinoma

(2020) Zhenyuan Ning et al.   BIOINFORMATICS

Deep Learning Predicts Molecular Subtype of Muscle-invasive Bladder Cancer from Conventional Histopathological Slides

(2020) Ann-Christin Woerl et al.   EUROPEAN UROLOGY

A deep learning system for differential diagnosis of skin diseases

(2020) Yuan Liu et al.   NATURE MEDICINE

Automatic diagnosis of the 12-lead ECG using a deep neural network

(2020) Antônio H. Ribeiro et al.   Nature Communications

Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis

(2020) Richard J. Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2019) Diego Ardila et al.   NATURE MEDICINE

DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network

(2018) Jared L. Katzman et al.   BMC Medical Research Methodology

Predicting cancer outcomes from histology and genomics using convolutional networks

(2018) Pooya Mobadersany et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

QuPath: Open source software for digital pathology image analysis

(2017) Peter Bankhead et al.   Scientific Reports

Comprehensive molecular characterization of clear cell renal cell carcinoma

(2013)   NATURE

3D Slicer as an image computing platform for the Quantitative Imaging Network

(2012) Andriy Fedorov et al.   MAGNETIC RESONANCE IMAGING

Anatomical Global Spatial Normalization

(2010) Jack L. Lancaster et al.   NEUROINFORMATICS

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT

Prognostic Factors for Overall Survival in Patients With Metastatic Renal Cell Carcinoma Treated With Vascular Endothelial Growth Factor–Targeted Agents: Results From a Large, Multicenter Study

(2009) Daniel Y.C. Heng et al.   JOURNAL OF CLINICAL ONCOLOGY