Deep learning for diagnosis and survival prediction in soft tissue sarcoma

Deep learning for prediction of colorectal cancer outcome: a discovery and validation study

(2020) Ole-Johan Skrede et al.   LANCET

Soft-tissue sarcoma in adults: An update on the current state of histiotype-specific management in an era of personalized medicine

(2020) Adriana C. Gamboa et al.   CA-A CANCER JOURNAL FOR CLINICIANS

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

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

Clinical-grade Detection of Microsatellite Instability in Colorectal Tumors by Deep Learning

(2020) Amelie Echle et al.   GASTROENTEROLOGY

Deep learning model for the prediction of microsatellite instability in colorectal cancer: a diagnostic study

(2020) Rikiya Yamashita et al.   LANCET ONCOLOGY

Surgery in reference centers improves survival of sarcoma patients: a nationwide study

(2019) J -Y Blay et al.   ANNALS OF ONCOLOGY

Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer

(2019) Jakob Nikolas Kather et al.   NATURE MEDICINE

Clinical-grade computational pathology using weakly supervised deep learning on whole slide images

(2019) Gabriele Campanella et al.   NATURE MEDICINE

Cancer statistics, 2018

(2018) Rebecca L. Siegel et al.   CA-A CANCER JOURNAL FOR CLINICIANS

QuPath: Open source software for digital pathology image analysis

(2017) Peter Bankhead et al.   Scientific Reports

Primary pulmonary artery sarcoma: a close associate of pulmonary embolism—20-year observational analysis

(2016) Debabrata Bandyopadhyay et al.   Journal of Thoracic Disease

Lessons Learned From the Study of 10,000 Patients With Soft Tissue Sarcoma

(2014) Murray F. Brennan et al.   ANNALS OF SURGERY

Medical malpractice and sarcoma care-A thirty-three year review of case resolutions, inciting factors, and at risk physician specialties surrounding a rare diagnosis

(2014) Nathan W. Mesko et al.   JOURNAL OF SURGICAL ONCOLOGY

Systemic treatment of soft-tissue sarcoma—gold standard and novel therapies

(2014) Mark Linch et al.   Nature Reviews Clinical Oncology

The symptom-to-diagnosis delay in soft tissue sarcoma influence the overall survival and the development of distant metastasis

(2011) Tomoki Nakamura et al.   JOURNAL OF SURGICAL ONCOLOGY

A systematic analysis of performance measures for classification tasks

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