AIMC Topic: Female

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A superpixel based self-attention network for uterine fibroid segmentation in high intensity focused ultrasound guidance images.

Scientific reports Jul 1, 2025
Ultrasound guidance images are widely used for high intensity focused ultrasound (HIFU) therapy; however, the speckles, acoustic shadows, and signal attenuation in ultrasound guidance images hinder the observation of the images by radiologists and ma...
High-Intensity Focused Ultrasound Ablation Ultrasonography Humans Image Processing, Computer-Assisted Algorithms Uterine Neoplasms Leiomyoma Female
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Single pulse electrical stimulation of the medial thalamic surface induces narrower high gamma band activities in the sensorimotor cortex.

Scientific reports Jul 1, 2025
The human thalamus projects nerve fibers to all cortical regions and propagates epileptic activity. However, opportunities to directly record thalamic and cortical neural activities simultaneously are extremely limited and their electrophysiological ...
Young Adult Adult Humans Male Electroencephalography Female Middle Aged Electric Stimulation Epilepsy Deep Brain Stimulation Thalamus Gamma Rhythm Sensorimotor Cortex
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A comprehensive study based on machine learning models for early identification Mycoplasma pneumoniae infection in segmental/lobar pneumonia.

Scientific reports Jul 1, 2025
Segmental/lobar pneumonia in children following Mycoplasma pneumoniae (MP) infection has a significant threat to the children's health, so early recognition of MP infection is critical to reduce the severity and improve the prognosis of segmental/lob...
Female Mycoplasma pneumoniae Male Infant Humans Child Child, Preschool Machine Learning Early Diagnosis Algorithms Pneumonia, Mycoplasma
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Auto-Segmentation via deep-learning approaches for the assessment of flap volume after reconstructive surgery or radiotherapy in head and neck cancer.

Scientific reports Jul 1, 2025
Reconstructive flap surgery aims to restore the substance and function losses associated with tumor resection. Automatic flap segmentation could allow quantification of flap volume and correlations with functional outcomes after surgery or post-opera...
Aged Adult Male Middle Aged Deep Learning Head and Neck Neoplasms Plastic Surgery Procedures Humans Tomography, X-Ray Computed Female Surgical Flaps
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Predicting diabetic peripheral neuropathy through advanced plantar pressure analysis: a machine learning approach.

Scientific reports Jul 1, 2025
Diabetic foot Ulceration (DFU) is a severe complication of diabetic foot syndrome, often leading to amputation. In patients with neuropathy, ulcer formation is facilitated by elevated plantar tissue stress under insensate feet. This study presents a ...
Middle Aged Algorithms Foot Diabetic Foot Humans Female Pressure Diabetic Neuropathies Machine Learning Aged Male
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Integrated artificial intelligence in healthcare and the patient's experience of care.

Scientific reports Jul 1, 2025
Healthcare is plagued with many problems that Artificial Intelligence (AI) can ameliorate or sometimes amplify. Regardless, AI is changing the way we reason towards solutions, especially at the frontier of public health applications where autonomous ...
Surveys and Questionnaires Models, Theoretical Patient Satisfaction Aged Adult Male Middle Aged Machine Learning Delivery of Health Care Female Humans Artificial Intelligence
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Analyzing mental stress in Indian students through advanced machine learning and wearable technologies.

Scientific reports Jul 1, 2025
Mental stress is a prevalent issue in modern society, and detecting and classifying it accurately is crucial for effective interventions and treatment plans. This study aims to compare various machine learning (ML) algorithms for detecting mental str...
Students Stress, Psychological Wearable Electronic Devices India Young Adult Adult Male Electrocardiography Humans Machine Learning Algorithms Female
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An automatic classification of breast cancer using fuzzy scoring based ResNet CNN model.

Scientific reports Jul 1, 2025
The expansion rate of medical data during the past ten years has rapidly expanded due to the vast fields. The automated disease diagnosis system is proposed using a deep learning (DL) algorithm, which automates and helps speed up the process efficien...
Machine Learning Algorithms Female Breast Neoplasms Humans Neural Networks, Computer Wavelet Analysis Deep Learning Image Processing, Computer-Assisted Fuzzy Logic
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Preoperative prediction of major adverse outcomes after total arch replacement in acute type A aortic dissection based on machine learning ensemble.

Scientific reports Jul 1, 2025
A machine learning model was developed and validated to predict postoperative complications in patients with acute type A aortic dissection (ATAAD) who underwent total arch replacement combined with frozen elephant trunk (TAR + FET), with the goal of...
Aorta, Thoracic Aortic Dissection Blood Vessel Prosthesis Implantation Humans Machine Learning Middle Aged Retrospective Studies Female Postoperative Complications Aged Male ROC Curve Treatment Outcome
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Shared gene signatures and molecular mechanisms link ankylosing spondylitis and rheumatoid arthritis.

Scientific reports Jul 1, 2025
Ankylosing spondylitis (AS) and rheumatoid arthritis (RA) are closely related autoimmune diseases with shared mechanisms that remain unclear. This study aims to identify shared molecular signatures and hub genes underlying the co-occurrence of AS and...
Humans Machine Learning Female Adult Arthritis, Rheumatoid Computational Biology Neutrophils Male Spondylitis, Ankylosing Middle Aged Gene Expression Profiling Transcriptome
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