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Survival Analysis

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Integrating different data types by regularized unsupervised multiple kernel learning with application to cancer subtype discovery.

Bioinformatics (Oxford, England)
MOTIVATION: Despite ongoing cancer research, available therapies are still limited in quantity and effectiveness, and making treatment decisions for individual patients remains a hard problem. Established subtypes, which help guide these decisions, a...

Using EHRs and Machine Learning for Heart Failure Survival Analysis.

Studies in health technology and informatics
"Heart failure (HF) is a frequent health problem with high morbidity and mortality, increasing prevalence and escalating healthcare costs" [1]. By calculating a HF survival risk score based on patient-specific characteristics from Electronic Health R...

[LAPAROSCOPIC AND OPEN RADICAL CYSTECTOMY FOR BLADDER CANCER].

Voprosy onkologii
Radical cystectomy is the standard method for treatment of muscle-invasive and locally advanced bladder cancer. Several less invasive approaches have been suggested recently, including totally laparoscopic radical cystectomy and robotic cystectomy. H...