AIMC Topic: Image Processing, Computer-Assisted

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Multiscale deformed attention networks for white blood cell detection.

Scientific reports Apr 26, 2025
White blood cell (WBC) detection is pivotal in medical diagnostics, crucial for diagnosing infections, inflammations, and certain cancers. Traditional WBC detection methods are labor-intensive and time-consuming. Convolutional Neural Networks (CNNs) ...
Leukocytes Algorithms Humans Image Processing, Computer-Assisted Neural Networks, Computer
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A multi-task neural network for full waveform ultrasonic bone imaging.

Computer methods and programs in biomedicine Apr 25, 2025
BACKGROUND AND OBJECTIVE: It is a challenging task to use ultrasound for bone imaging, as the bone tissue has a complex structure with high acoustic impedance and speed-of-sound (SOS). Recently, full waveform inversion (FWI) has shown promising imagi...
Image Processing, Computer-Assisted Bone and Bones Deep Learning Ultrasonography Algorithms Neural Networks, Computer Animals Humans
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FovealNet: Advancing AI-Driven Gaze Tracking Solutions for Efficient Foveated Rendering in Virtual Reality.

IEEE transactions on visualization and computer graphics Apr 25, 2025
Leveraging real-time eye tracking, foveated rendering optimizes hardware efficiency and enhances visual quality virtual reality (VR). This approach leverages eye-tracking techniques to determine where the user is looking, allowing the system to rende...
Humans Algorithms Eye-Tracking Technology Fovea Centralis Image Processing, Computer-Assisted Computer Graphics Fixation, Ocular Deep Learning Virtual Reality
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Artificial intelligence based vision transformer application for grading histopathological images of oral epithelial dysplasia: a step towards AI-driven diagnosis.

BMC cancer Apr 25, 2025
BACKGROUND: This study aimed to classify dysplastic and healthy oral epithelial histopathological images, according to WHO and binary grading systems, using the Vision Transformer (ViT) deep learning algorithm-a state-of-the-art Artificial Intelligen...
Neoplasm Grading Mouth Neoplasms Image Interpretation, Computer-Assisted Humans Deep Learning Image Processing, Computer-Assisted Artificial Intelligence Neural Networks, Computer Precancerous Conditions Algorithms Mouth Mucosa
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Vision transformer and deep learning based weighted ensemble model for automated spine fracture type identification with GAN generated CT images.

Scientific reports Apr 25, 2025
The most common causes of spine fractures, or vertebral column fractures (VCF), are traumas like falls, injuries from sports, or accidents. CT scans are affordable and effective at detecting VCF types in an accurate manner. VCF type identification in...
Spinal Fractures Neural Networks, Computer Algorithms Deep Learning Image Processing, Computer-Assisted Tomography, X-Ray Computed Humans
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Variational mode directed deep learning framework for breast lesion classification using ultrasound imaging.

Scientific reports Apr 24, 2025
Breast cancer is the most prevalent cancer and the second cause of cancer related death among women in the United States. Accurate and early detection of breast cancer can reduce the number of mortalities. Recent works explore deep learning technique...
Ultrasonography, Mammary Breast Image Interpretation, Computer-Assisted Deep Learning Ultrasonography Humans Image Processing, Computer-Assisted Female Neural Networks, Computer Breast Neoplasms Algorithms
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A multi-filter deep transfer learning framework for image-based autism spectrum disorder detection.

Scientific reports Apr 24, 2025
Autism Spectrum Disorder (ASD) affects approximately [Formula: see text] of the global population and is characterized by difficulties in social communication and repetitive or obsessive behaviors. Early detection of autism is crucial, as it allows t...
Humans Neural Networks, Computer Pattern Recognition, Automated Male Autism Spectrum Disorder Deep Learning Female Image Processing, Computer-Assisted
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Multimodal representations of transfer learning with snake optimization algorithm on bone marrow cell classification using biomedical histopathological images.

Scientific reports Apr 24, 2025
Bone marrow (BM) plays a crucial role in the hematopoietic process, producing all of the body's blood cells and maintaining the overall immune and health system. Red and yellow BM are the two various kinds of BM. A comprehensive identification of the...
Bone Marrow Cells Image Processing, Computer-Assisted Bone Marrow Humans Algorithms Deep Learning Machine Learning
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Comparative analysis of automated foul detection in football using deep learning architectures.

Scientific reports Apr 24, 2025
Automated foul detection in football represents a challenging task due to the dynamic nature of the game, the variability in player movements, and the ambiguity in differentiating fouls from regular physical contact. This study presents a comprehensi...
Deep Learning ROC Curve Image Processing, Computer-Assisted Humans Football Soccer
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Reconstruction-based approach for chest X-ray image segmentation and enhanced multi-label chest disease classification.

Artificial intelligence in medicine Apr 23, 2025
U-Net is a commonly used model for medical image segmentation. However, when applied to chest X-ray images that show pathologies, it often fails to include these critical pathological areas in the generated masks. To address this limitation, in our s...
Humans Radiographic Image Interpretation, Computer-Assisted Radiography, Thoracic Thoracic Diseases Algorithms Image Processing, Computer-Assisted
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