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Machine learning

Screening disease feature genes and analyzing correlations with immune cell infiltration in knee osteoarthritis chondrocytes based on multiple machine learning algorithms

Jing-le Zhuge, Xi-yong Li, Yong-le Wang, Juan-fen Ma

Benchmark of biomarker identification and prognostic modeling methods on diverse censored data

Wesley Fletcher, Samiran Sinha

A two stage statistical framework for cold start spare part demand forecasting

Sendhil Nathan B, Veera Siva Reddy B, [ ... ], Santi Jitpichitchai

Digital media pattern design compression and optimization method based on K-means clustering and LLE dimensionality reduction

Binmei Liu, Shiwan Zhou, [ ... ], Wenting Lu

Diagnostic performance of discriminant formulas and machine learning models for detecting β-thalassemia trait in Bangladesh

Rumana Mahtarin, Kasrina Azad, [ ... ], A. H. M. Nurun Nabi

EMP: Enhanced Multi-modal Prediction for fashion sales using Fourier Mapping and ERP-based contrastive learning

Sanguk Park, Byungyoon Park, [ ... ], Wooju Kim

Data subdivision approach enhances machine learning-based mortality prediction in pediatric ICU patients

Wenqian Chen, Benjamin Lee, [ ... ], Yanli Ren

Machine learning approaches for predicting preventive maintenance costs of expressways in Xinjiang

Chunyan Jia, Jianhui An, Shengqiang Ma, Xiaomin Dai

Explainable machine learning reveals diverse yield-determining factors among Thai rice farmer cohorts: Implications for targeted agricultural support

Manusnan Suriyalaksh, Benjapon Prommawin, [ ... ], Sutkhet Nakasathien

Automatic early detection of pathological signs following primary total hip arthroplasty using radiographs, clinical scores, and comorbidities

Sarah Galante, Anna Corti, [ ... ], Valentina D. A. Corino

Unlocking precision diagnostics: A multimodal framework integrating metabolomics with advanced machine learning techniques

Parisa Shahnazari, Kaveh Kavousi, [ ... ], Reza M. Salek

Unimodal vs. multimodal deep learning for non-invasive MGMT promoter methylation prediction in glioblastoma: A systematic evaluation on the BraTS 2021 dataset

Freddy Oulia, Philippe Charton, [ ... ], Frederic Cadet

Empowering rural governance with digital technology: Deep learning models for automated detection of rural buildings using remote sensing images

Jingling Zhong, Youcai Xie, Lixia Li, Chuanlin Shi

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