Journal Article

Editorial: Medical knowledge-assisted machine learning technologies in individualized medicine
Machine learning (ML), a powerful tool for mining quantitative disease features in large quantities of medical data, is arguably the …
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Association between genetically predicted leukocyte telomere length and non-scarring alopecia: a two-sample Mendelian randomization study

Background: The most commonly acknowledged non-scarring alopecia are androgenetic alopecia (AGA) and alopecia areata (AA). Previous …

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Medical knowledge-assisted machine learning technologies in individualized medicine
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CT-based radiogenomic analysis dissects intratumor heterogeneity and predicts prognosis of colorectal cancer: a multi-institutional retrospective study

Background: This study aimed to develop a radiogenomic prognostic prediction model for colorectal cancer (CRC) by investigating the …

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Predicting prognosis and immunotherapy response among colorectal cancer patients based on a tumor immune microenvironment-related lncRNA signature
Long non-coding RNAs (lncRNAs) remodel the tumor immune microenvironment (TIME) by regulating the functions of tumor-infiltrating …
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Segmentation only uses sparse annotations: Unified weakly and semi-supervised learning in medical images
Since segmentation labeling is usually time-consuming and annotating medical images requires professional expertise, it is laborious to …
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A transcription factor signature can identify the CMS4 subtype and stratify the prognostic risk of colorectal cancer

Background: Colorectal cancer (CRC) is a heterogeneous disease, and current classification systems are insufficient for stratifying …

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Multi-size deep learning based preoperative computed tomography signature for prognosis prediction of colorectal cancer

Background: Preoperative and postoperative evaluation of colorectal cancer (CRC) patients is crucial for subsequent treatment guidance. …

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The growth pattern of liver metastases on MRI predicts early recurrence in patients with colorectal cancer: a multicenter study

Objectives: The multicenter study aimed to explore the relationship between the growth pattern of liver metastases on preoperative MRI …

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DNA Repair–Related Gene Signature in Predicting Prognosis of Colorectal Cancer Patients

Background: Increasing evidence have depicted that DNA repair-related genes (DRGs) are associated with the prognosis of colorectal …

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