AIMC Topic: Female

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Syn-Net: A Synchronous Frequency-Perception Fusion Network for Breast Tumor Segmentation in Ultrasound Images.

IEEE journal of biomedical and health informatics Mar 6, 2025
Accurate breast tumor segmentation in ultrasound images is a crucial step in medical diagnosis and locating the tumor region. However, segmentation faces numerous challenges due to the complexity of ultrasound images, similar intensity distributions,...
Image Interpretation, Computer-Assisted Breast Neoplasms Deep Learning Ultrasonography, Mammary Humans Breast Neural Networks, Computer Algorithms Female
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AdaptEEG: A Deep Subdomain Adaptation Network With Class Confusion Loss for Cross-Subject Mental Workload Classification.

IEEE journal of biomedical and health informatics Mar 6, 2025
EEG signals exhibit non-stationary characteristics, particularly across different subjects, which presents significant challenges in the precise classification of mental workload levels when applying a trained model to new subjects. Domain adaptation...
Humans Algorithms Female Signal Processing, Computer-Assisted Workload Adult Male Deep Learning Electroencephalography
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Multi-Omics Deep-Learning Prediction of Homologous Recombination Deficiency-Like Phenotype Improved Risk Stratification and Guided Therapeutic Decisions in Gynecological Cancers.

IEEE journal of biomedical and health informatics Mar 6, 2025
Homologous recombination deficiency (HRD) is a well-recognized important biomarker in determining the clinical benefits of platinum-based chemotherapy and PARP inhibitor therapy for patients diagnosed with gynecologic cancers. Accurate prediction of ...
Autoencoder Multiomics Homologous Recombination DNA Methylation Ovarian Neoplasms Genital Neoplasms, Female Female Biomarkers, Tumor Risk Assessment Genomics Humans Phenotype
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Online Unsupervised Adaptation of Latent Representation for Myoelectric Control During User-Decoder Co-Adaptation.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Mar 6, 2025
Myoelectric control interfaces, which map electromyographic (EMG) signals into control commands for external devices, have applications in active prosthesis control. However, the statistical characteristics of EMG signals change over time (e.g., beca...
Unsupervised Machine Learning Adult Humans Electromyography Male Algorithms Artificial Limbs User-Computer Interface Female Online Systems Muscle, Skeletal Reproducibility of Results
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Effect of Wearable Robot-Assisted Gait Training on Balance and Walking Ability in Subacute Stroke Patients.

American journal of physical medicine & rehabilitation Mar 5, 2025
OBJECTIVE: This study investigated the effectiveness of wearable robot-assisted gait training compared to treadmill gait training for improving balance and walking ability in stroke patients.
Male Middle Aged Wearable Electronic Devices Treatment Outcome Walking Humans Exercise Therapy Recovery of Function Gait Stroke Rehabilitation Robotics Female Gait Disorders, Neurologic Aged Postural Balance Stroke
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Assessing the performance of large language models (GPT-3.5 and GPT-4) and accurate clinical information for pediatric nephrology.

Pediatric nephrology (Berlin, Germany) Mar 5, 2025
BACKGROUND: Artificial intelligence (AI) has emerged as a transformative tool in healthcare, offering significant advancements in providing accurate clinical information. However, the performance and applicability of AI models in specialized fields s...
Child Nephrology Pediatrics Large Language Models Humans Artificial Intelligence Female Reproducibility of Results Male
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Artificial intelligence for the detection of airway nodules in chest CT scans.

European radiology Mar 5, 2025
OBJECTIVES: Incidental airway tumors are rare and can easily be overlooked on chest CT, especially at an early stage. Therefore, we developed and assessed a deep learning-based artificial intelligence (AI) system for detecting and localizing airway n...
Humans Artificial Intelligence Retrospective Studies Tomography, X-Ray Computed Middle Aged Deep Learning Lung Neoplasms Radiographic Image Interpretation, Computer-Assisted Female Aged Sensitivity and Specificity Male Radiography, Thoracic
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Evaluating fusion models for predicting occult lymph node metastasis in tongue squamous cell carcinoma.

European radiology Mar 5, 2025
OBJECTIVES: This study evaluated and compared the effectiveness of various predictive models for forecasting occult lymph node metastasis (LNM) in tongue squamous cell carcinoma (TSCC) patients.
Tongue Neoplasms Middle Aged Carcinoma, Squamous Cell Humans Deep Learning Lymphatic Metastasis Aged Retrospective Studies Lymph Nodes Contrast Media Adult Female Squamous Cell Carcinoma of Head and Neck Magnetic Resonance Imaging Male Predictive Value of Tests
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Controlling nutritional status score predicts posthepatectomy liver failure: an online interpretable machine learning prediction model.

European journal of gastroenterology & hepatology Mar 5, 2025
BACKGROUND AND AIMS: Posthepatectomy liver failure (PHLF) remains a severe complication after hepatectomy for hepatocellular carcinoma (HCC) and accurate preoperative evaluation and predictive measures are urgently needed. We investigated the impact ...
Humans Machine Learning Algorithms Female Risk Factors Aged Hepatectomy Postoperative Complications Nutritional Status Male Liver Neoplasms Liver Failure Middle Aged Carcinoma, Hepatocellular Nutrition Assessment Predictive Value of Tests Risk Assessment
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Development of Machine Learning Models for Predicting Radiation Dermatitis in Breast Cancer Patients Using Clinical Risk Factors, Patient-Reported Outcomes, and Serum Cytokine Biomarkers.

Clinical breast cancer Mar 5, 2025
BACKGROUND: Radiation dermatitis (RD) is a significant side effect of radiotherapy experienced by breast cancer patients. Severe symptoms include desquamation or ulceration of irradiated skin, which impacts quality of life and increases healthcare co...
Logistic Models Patient Reported Outcome Measures Radiodermatitis Breast Neoplasms Biomarkers, Tumor Middle Aged Quality of Life Female Risk Factors Aged Adult Humans Machine Learning Cytokines Biomarkers Prognosis
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