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Development and validation of a novel liquid-liquid phase separation gene signature for bladder cancer

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Classification of LLPS-related gene samples into two subtypes based on NMF clustering molecular typingThe TCGA-BLCA cohort comprised 433 RNA sequencing samples, including 414 tumor...

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Visualization obesity risk prediction system based on machine learning

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Accurate and interpretable risk assessment is crucial for obesity prevention and intervention21,22. The proposed obesity prediction system in this study is an important health...

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PepNet: an interpretable neural network for anti-inflammatory and antimicrobial peptides prediction using a pre-trained protein language model

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Overview of the PepNet frameworkPepNet predicts peptides with anti-inflammatory or antibacterial activity by taking the peptide sequence as input and calculating the probability of...

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Distant metastasis patterns among lung cancer subtypes and impact of primary tumor resection on survival in metastatic lung cancer using SEER database

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Characteristics of M1 lung cancerAt the time of initial diagnosis, SCLC exhibited the highest distant metastasis (DM) rate among histological subtypes (56.74%), succeeded by...

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Real-time segmentation of biliary structure in pure laparoscopic donor hepatectomy

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PatientsThis study is a single-institution retrospective feasibility analysis which includes 30 intraoperative videos of PLDH from Samsung Medical Center, utilizing the intraoperative ICG near-infrared...

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Graph masked self-distillation learning for prediction of mutation impact on protein–protein interactions

Green-synthesis of silver nanoparticles AgNPs from Podocarpus macrophyllus for targeting GBM and LGG brain cancers via NOTCH2 gene interactions

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