AIMC Topic: Female

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A deep learning model for diagnosis of inherited retinal diseases.

Scientific reports Jul 2, 2025
To evaluate the performance of a multi-input deep learning (DL) model in detecting two common inherited retinal diseases (IRDs), i.e. retinitis pigmentosa (RP) and Stargardt disease (STGD), and differentiating them from healthy eyes. This cross-secti...
Deep Learning Adult Humans Retinal Diseases Cross-Sectional Studies Neural Networks, Computer Stargardt Disease Male Retinitis Pigmentosa Female Middle Aged
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LncRNAs regulates cell death in osteosarcoma.

Scientific reports Jul 2, 2025
Despite improvements, prognosis in osteosarcoma patients remains poor, making it essential to identify additional and more robust therapeutic targets. Non-apoptotic receptor-mediated cell death (RCD), which plays a crucial role in the pathogenesis of...
Osteosarcoma Bone Neoplasms Humans Ferroptosis Necroptosis Prognosis RNA, Long Noncoding Pyroptosis Female Male Cell Death Gene Expression Profiling Gene Expression Regulation, Neoplastic
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Improved bio-inspired with machine learning computing approach for thyroid prediction.

Scientific reports Jul 2, 2025
Thyroid illness is widely recognised as a prevalent health condition that can result in a range of health disorders. Thyroid illnesses, namely hypothyroidism and hyperthyroidism, are widespread worldwide and present considerable health consequences. ...
Support Vector Machine Decision Trees Deep Learning Thyroid Diseases Thyroid Gland Humans Neural Networks, Computer Machine Learning Female
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Deep learning-based sex estimation of 3D hyoid bone models in a Croatian population using adapted PointNet++ network.

Scientific reports Jul 2, 2025
This study investigates a deep learning approach for sex estimation using 3D hyoid bone models derived from computed tomography (CT) scans of a Croatian population. We analyzed 202 hyoid samples (101 male, 101 female), converting CT-derived meshes in...
Female Adult Male Middle Aged Humans Deep Learning Tomography, X-Ray Computed Sex Characteristics Imaging, Three-Dimensional Sex Determination by Skeleton Croatia Hyoid Bone
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Comprehensive machine learning analysis of PANoptosis signatures in multiple myeloma identifies prognostic and immunotherapy biomarkers.

Scientific reports Jul 2, 2025
PANoptosis is closely associated with tumorigenesis and therapeutic response, yet its role in multiple myeloma (MM) remains unclear. This study analyzed bulk transcriptomic and clinical data from the TCGA and GEO databases to identify seven PANoptosi...
Biomarkers, Tumor Male Gene Expression Profiling Transcriptome Immunotherapy Gene Expression Regulation, Neoplastic Multiple Myeloma Poly (ADP-Ribose) Polymerase-1 Humans Machine Learning Prognosis Female
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Classifying and diagnosing Alzheimer's disease with deep learning using 6735 brain MRI images.

Scientific reports Jul 2, 2025
Traditional diagnostic methods for Alzheimer's disease often suffer from low accuracy and lengthy processing times, delaying crucial interventions and patient care. Deep convolutional neural networks trained on MRI data can enhance diagnostic precisi...
Image Processing, Computer-Assisted Magnetic Resonance Imaging Alzheimer Disease Humans Female Neural Networks, Computer Aged Brain Male Deep Learning
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Cervical cancer prediction using machine learning models based on routine blood analysis.

Scientific reports Jul 2, 2025
Cervical cancer (CC) is the fourth most common cancer among women globally. The key to preventing and treating CC is early detection, diagnosis, and treatment. This study aimed to develop an interpretable model for predicting CC risk using routine bl...
Uterine Cervical Neoplasms Middle Aged Female Aged Adult Humans Machine Learning Algorithms Retrospective Studies
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Machine learning model and hemoglobin to red cell distribution width ratio evaluates all-cause mortality in pulmonary embolism.

Scientific reports Jul 2, 2025
The ratio of hemoglobin (Hb) to red blood cell distribution width (RDW), known as HRR, functions as an innovative indicator related to prognosis. However, whether HRR can predict the mortality for pulmonary embolism (PE) patients remains ambiguous. A...
Humans Machine Learning Aged Male Middle Aged Pulmonary Embolism Prognosis Retrospective Studies Female Hemoglobins Erythrocyte Indices Proportional Hazards Models
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The construction of HMME-PDT efficacy prediction model for port-wine stain based on machine learning algorithms.

Scientific reports Jul 2, 2025
Hematoporphyrin monomethyl ether-photodynamic therapy (HMME-PDT) is a safe and effective treatment for port-wine stain (PWS). Comprehensive methods for predicting HMME-PDT efficacy based on clinical factors are lacking. This study aims to develop and...
Port-Wine Stain Hematoporphyrins Treatment Outcome Photochemotherapy Photosensitizing Agents Female Young Adult Adult Male Adolescent Child, Preschool Child Humans Machine Learning Algorithms Retrospective Studies
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Advanced machine learning applications in fibromyalgia to assess the relationship between 3D spinal alignment with clinical outcomes.

Scientific reports Jul 2, 2025
This study leveraged machine learning (ML) models to explore the relationship between three-dimensional (3D) spinal alignment parameters and clinical outcomes in patients suffering from fibromyalgia syndrome (FMS). A cohort of 303 FMS patients, diagn...
Humans Machine Learning Surveys and Questionnaires Imaging, Three-Dimensional Spine Fibromyalgia Female Adult Male Middle Aged
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