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Research article

First published 2025

Educational application based on diagnostic learning analysis technology under the background of big data analysis

Huixian Ye

Journal of Computational Methods in Sciences and Engineering

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Review article

First published 2026-1

Can machines see cancer? A systematic review and diagnostic meta-analysis of machine learning in retinoblastoma and leukocoria detection

Paweł Marek Łajczak, Przemysław Nowakowski, Kamil Jóźwik [...]

European Journal of Ophthalmology

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Research article

First published 1998-11

Intelligent data analysis for medical diagnosis: using machine learning and temporal abstraction

Nada Lavrač, Igor Kononenko, Elpida Keravnou [...]

The European Journal on Artificial Intelligence

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Research article

First published 2020-5

Identification of diagnostic and prognostic lncRNA biomarkers in oral squamous carcinoma by integrated analysis and machine learning

Sen Yang, Yingshu Wang, Jun Ren [...]

Cancer Biomarkers

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Research article

First published 2024-11

Diagnostic performance of machine-learning algorithms for sepsis prediction: An updated meta-analysis

Hongru Zhang, Chen Wang, Ning Yang

Technology and Health Care

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Research article

First published 2021-03

A Comparative Analysis of Two Machine Learning-Based Diagnostic Patterns with Thyroid Imaging Reporting and Data System for Thyroid Nodules: Diagnostic Performance and Unnecessary Biopsy Rate

Chong-Ke Zhao, Tian-Tian Ren, Yi-Fei Yin [...]

Thyroid®

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Research article

First published 2023-5

Radiomics-based machine learning models for prediction of medulloblastoma subgroups: a systematic review and meta-analysis of the diagnostic test performance

Mert Karabacak, Burak Berksu Ozkara, Admir Ozturk [...]

Acta Radiologica

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Review article

First published 2025-6

Predicting telomerase reverse transcriptase promoter mutation in glioma: A systematic review and diagnostic meta-analysis on machine learning algorithms

Mohammad Amin Habibi, Ali Dinpazhouh, Aliakbar Aliasgary [...]

The Neuroradiology Journal

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Research article

First published 2025-9

Application of machine learning reveals diagnostic biomarkers related to pyroptosis in Alzheimer's disease and analysis of immune infiltration

Yujuan Huang, Tu Xu, Li Wang [...]

Journal of Alzheimer’s Disease

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Research article

First published 2020-5

Screening key lncRNAs with diagnostic and prognostic value for head and neck squamous cell carcinoma based on machine learning and mRNA-lncRNA co-expression network analysis

Ying Hu, Geyang Guo, Junjun Li [...]

Cancer Biomarkers

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