Value of ctDNA in surveillance of adjuvant chemosensitivity and regimen adjustment in stage III colon cancer: a protocol for phase II multicentre randomised controlled trial (REVISE trial)

Introduction The standard of care for stage III colon cancer is 3 or 6 months of double-drug regimen chemotherapy following radical surgery.However, patients with positive circulating tumour DNA (ctDNA) exhibit a high risk of recurrence risk even if they receive us polo assn mens sweaters standard adjuvant chemotherapy.The potential benefit of inte

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Slope stability prediction based on a long short-term memory neural network: comparisons with convolutional neural networks, support vector machines and random forest models

Abstract The numerical simulation and slope stability prediction are the focus of slope disaster research.Recently, machine learning models are commonly used in the slope stability prediction.However, these machine learning models have some problems, such as poor nonlinear performance, local optimum and incomplete factors feature extraction.These i

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