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11 results found.

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Machine learning vs. radiomics for discriminating atypical cartilaginous tumors from benign enchondromas on MRI
Article
Article
Simon Johannes Joham et al · BMC · 2026 · ISSN 1475-925X
Abstract Background Enchondromas (EC) present cartilaginous tumors that are difficult to differentiate from their intermediate counterpart, atypical cartilaginous tumors (ACT). Histologically, tumor distinction of these ...
LCC TENDOk1lZGljYWwgdGVjaG5vbG9neQ~~Idioma English
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Open Access
Amyloid-beta statuses prediction with free water MR imaging features in Alzheimer’s disease using machine learning models
Article
Article
Rongshen Zhou et al · BMC · 2026 · ISSN 1471-2342
Abstract Purpose This study aimed to identify the effectiveness of free water MRI (FW-MRI) features for predicting amyloid-beta (Aβ) statuses in Alzheimer’s disease (AD) by constructing diagnostic models using machine...
LCC TENDOk1lZGljYWwgdGVjaG5vbG9neQ~~Idioma English
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Material complementario
Recognising dog movement with behaviour-specific machine learning models: bout length as a biologically relevant parameter for window size
Article
Article
Gábor Csizmadia et al · BMC · 2026 · ISSN 1746-6148
Abstract Background Machine learning methods are widely used to detect behavioural data patterns. Although these new mathematical methods are useful tools, the interpretation of the results are often ambivalent unless ...
LCC TENDOlZldGVyaW5hcnkgbWVkaWNpbmU~Idioma English
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Open Access
Respiratory microbiota maturation enables machine learning based age prediction in chickens
Article
Article
Alejandro Moreno-León et al · BMC · 2026 · ISSN 1471-2180
Abstract Background Understanding how the respiratory microbiota matures with age is key to improving poultry health and pathogen surveillance, yet the ecological processes shaping this transition remain elusive. We aime...
LCC TENDOk1pY3JvYmlvbG9neQ~~Idioma English
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Material complementario
Interpretable machine learning model predicts postoperative complications after thoracoscopic mediastinal tumor surgery: a multicenter study
Article
Article
Ziyan Wei et al · BMC · 2026 · ISSN 1472-6947
Abstract Background Postoperative complications of mediastinal tumors significantly impact patients’ quality of life and long-term outcomes; however, a notable gap in the development of predictive tools for their occur...
LCC TENDOkNvbXB1dGVyIGFwcGxpY2F0aW9ucyB0byBtZWRpY2luZS4gTWVkaWNhbCBpbmZvcm1hdGljcw~~Idioma English
El enlace apunta a material asociado, anexos, tablas, datos o página complementaria. No se marca como libro/texto completo.
Material complementario
Cuproptosis of endothelial cells in a hypoxic environment: from molecular classification to PMAIP1-targeted intervention
Article
Article
Jie Wang et al · BMC · 2026 · ISSN 1601-5223
Abstract Background Acute myocardial infarction (AMI) is a critical and fatal cardiovascular condition. The role of cuproptosis as an emerging mechanism in the pathogenesis of AMI remains to be fully elucidated. Methods ...
LCC LCC:GeneticsIdioma English
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Open Access
Detection of collagen band–associated regions in H&E-stained colonic biopsies of collagenous colitis patients using superpixel-based feature extraction and neural network classification
Article
Article
Vytautas Kiudelis et al · BMC · 2026 · ISSN 1746-1596
Abstract Background Collagenous colitis (CC) is diagnosed histologically and is characterised by a thickened subepithelial collagen band together with inflammatory and epithelial changes. Although routine haematoxylin an...
LCC TENDOlBhdGhvbG9neQ~~Idioma English
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Open Access
Six decades of animal accelerometry: trends, applications, and future directions
Article
Article
Jessica L. Rudd et al · BMC · 2026 · ISSN 2051-3933
Abstract The use of animal-borne devices to measure acceleration has yielded insights into animal locomotion, behaviour and energy expenditure. We present the first systematic review of accelerometry on animals, spanning...
LCC LCC:Biology (General)Idioma English
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Material complementario
Non-invasive assessment of PD-L1 status and histology in non-small cell lung cancer using 18F-FDG PET/CT radiomics
Article
Article
Bartłomiej Tomasik et al · BMC · 2026 · ISSN 1479-5876
Abstract Background Radiomics analysis of 18F-FDG PET/CT enables extraction of high-dimensional quantitative features that may serve as imaging biomarkers for tumor biology. In particular, in non-small cell lung cancer (...
LCC LCC:MedicineIdioma English
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Open Access
Blunted niacin skin flushing response with subtype-specific clinical associations in adolescent bipolar disorder
Article
Article
Jinxin He et al · BMC · 2026 · ISSN 1471-244X
Abstract Background Bipolar disorder (BD) typically emerges during adolescence and is associated with substantial functional impairment, but objective physiological markers are scarce. The niacin skin flushing response (...
LCC TENDOlBzeWNoaWF0cnk~Idioma English
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Material complementario
Strain-level microbial signatures and inferred functional alterations in infants with food protein-induced allergic proctocolitis
Article
Article
Chen Goldstein et al · BMC · 2026 · ISSN 1756-994X
Abstract Background The complex relationship between the gut microbiome and immune system development during infancy is considered a key factor in the rising rates of pediatric allergic diseases. Food protein-induced all...
LCC LCC:Medicine; LCC:GeneticsIdioma English
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