AIMC Topic: Diagnosis, Computer-Assisted

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A novel neuroimaging based early detection framework for alzheimer disease using deep learning.

Scientific reports Jul 2, 2025
Alzheimer's disease (AD) is a progressive neurodegenerative disorder that significantly impacts cognitive function, posing a major global health challenge. Despite its rising prevalence, particularly in low and middle-income countries, early diagnosi...
Humans Positron-Emission Tomography Brain Early Diagnosis Neuroimaging Deep Learning Magnetic Resonance Imaging Female Alzheimer Disease Male Diagnosis, Computer-Assisted
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CareAssist GPT improves patient user experience with a patient centered approach to computer aided diagnosis.

Scientific reports Jul 2, 2025
The rapid integration of artificial intelligence (AI) into healthcare has enhanced diagnostic accuracy; however, patient engagement and satisfaction remain significant challenges that hinder the widespread acceptance and effectiveness of AI-driven cl...
Patient Satisfaction Diagnosis, Computer-Assisted Deep Learning Patient-Centered Care Humans Neural Networks, Computer Artificial Intelligence Female Male
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Developing an innovative lung cancer detection model for accurate diagnosis in AI healthcare systems.

Scientific reports Jul 2, 2025
Accurate Lung cancer (LC) identification is a big medical problem in the AI-based healthcare systems. Various deep learning-based methods have been proposed for Lung cancer diagnosis. In this study, we proposed a Deep learning techniques-based integr...
Humans Diagnosis, Computer-Assisted Neural Networks, Computer Deep Learning Lung Neoplasms Algorithms Delivery of Health Care Tomography, X-Ray Computed
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Hybrid transfer learning and self-attention framework for robust MRI-based brain tumor classification.

Scientific reports Jul 1, 2025
Brain tumors are a significant contributor to cancer-related deaths worldwide. Accurate and prompt detection is crucial to reduce mortality rates and improve patient survival prospects. Magnetic Resonance Imaging (MRI) is crucial for diagnosis, but m...
Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Diagnosis, Computer-Assisted Deep Learning Humans Neural Networks, Computer Brain Neoplasms
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Closed circuit artificial ıntelligence model named morgaf for childhood onset systemic lupus erythematosus diagnosis.

Scientific reports Jul 1, 2025
Systemic Lupus Erythematosus (SLE) is a chronic, autoimmune disease characterized by multiple organ involvement and autoantibodies, and its diagnosis is not easy in clinical practice. Pediatric SLE (pSLE) is diagnosed using the SLICC 2012 criteria fo...
Lupus Erythematosus, Systemic Neural Networks, Computer Female Male Diagnosis, Computer-Assisted Adolescent Child Humans
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Deep learning for smartphone-aided detection system of Helicobacter Pylori in gastric biopsy.

Scientific reports Jul 1, 2025
Helicobacter pylori (HP) have chronically infected more than half of the world's population and is a cause of chronic gastritis, peptic ulcers and gastric carcinoma. The manual detection of HP in a glass slide with a microscope is extremely time-cons...
Algorithms Diagnosis, Computer-Assisted Deep Learning Humans Helicobacter pylori Stomach Smartphone Biopsy Helicobacter Infections
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Design of Block-Scrambling-Based privacy protection mechanism in healthcare using fusion of transfer learning models with Hippopotamus optimization algorithm.

Scientific reports Jul 1, 2025
In the human body, the skin is the main organ. Nearly 30-70% of individuals globally have skin-related health issues, for whom efficient and effective analysis is essential. A general method dermatologists use for analyzing skin illnesses is dermosco...
Humans Computer Security Skin Neoplasms Dermoscopy Diagnosis, Computer-Assisted Machine Learning Algorithms
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A 3D lightweight network with Roberts edge enhancement model (LR-Net) for brain tumor segmentation.

Scientific reports Jun 5, 2025
In clinical medicine, a reliable and resource-friendly computer-aided diagnosis (CAD) method for brain tumor segmentation is essential to enhance diagnostic accuracy and therapeutic outcomes, particularly in regions with uneven healthcare resource di...
Imaging, Three-Dimensional Algorithms Humans Image Processing, Computer-Assisted Brain Neoplasms Neural Networks, Computer Magnetic Resonance Imaging Diagnosis, Computer-Assisted
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LiDSCUNet++: A lightweight depth separable convolutional UNet++ for vertebral column segmentation and spondylosis detection.

Research in veterinary science May 31, 2025
Accurate computer-aided diagnosis systems rely on precise segmentation of the vertebral column to assist physicians in diagnosing various disorders. However, segmenting spinal disks and bones becomes challenging in the presence of abnormalities and c...
Spine Dogs Dog Diseases Spondylosis Deep Learning Image Processing, Computer-Assisted Radiography Animals Diagnosis, Computer-Assisted Neural Networks, Computer
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Improving cancer detection through computer-aided diagnosis: A comprehensive analysis of nonlinear and texture features in breast thermograms.

PloS one May 29, 2025
Breast cancer is a significant health issue for women, characterized by its high rates of mortality and sickness. However, its early detection is crucial for improving patient outcomes. Thermography, which measures temperature variations between heal...
Breast Neoplasms Diagnosis, Computer-Assisted Support Vector Machine Algorithms Humans Female Neural Networks, Computer Thermography Early Detection of Cancer Machine Learning Fractals Breast Nonlinear Dynamics
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