AIMC Topic: Image Interpretation, Computer-Assisted

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Prostate Segmentation in MRI Images using Transfer Learning based Mask RCNN.

Current medical imaging Jan 1, 2024
INTRODUCTION: The second highest cause of death among males is Prostate Cancer (PCa) in America. Over the globe, it's the usual case in men, and the annual PCa ratio is very surprising. Identical to other prognosis and diagnostic medical systems, dee...
Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Prostatic Neoplasms Prostate Male Deep Learning Image Processing, Computer-Assisted Humans Neural Networks, Computer
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Super-resolution based Nodule Localization in Thyroid Ultrasound Images through Deep Learning.

Current medical imaging Jan 1, 2024
BACKGROUND: Currently, it is difficult to find a solution to the inverse inappropriate problem, which involves restoring a high-resolution image from a lowresolution image contained within a single image. In nature photography, one can capture a wide...
Humans Thyroid Nodule Thyroid Gland Image Processing, Computer-Assisted Deep Learning Ultrasonography Image Interpretation, Computer-Assisted
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A fusion of deep neural networks and game theory for retinal disease diagnosis with OCT images.

Journal of X-ray science and technology Jan 1, 2024
Retinal disorders pose a serious threat to world healthcare because they frequently result in visual loss or impairment. For retinal disorders to be diagnosed precisely, treated individually, and detected early, deep learning is a necessary subset of...
Reproducibility of Results Deep Learning Image Processing, Computer-Assisted Humans Neural Networks, Computer Image Interpretation, Computer-Assisted Algorithms Retinal Diseases Game Theory Tomography, Optical Coherence Retina
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Intelligent deep learning supports biomedical image detection and classification of oral cancer.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Oral cancer is a malignant tumor that usually occurs within the tissues of the mouth. This type of cancer mainly includes tumors in the lining of the mouth, tongue, lips, buccal mucosa and gums. Oral cancer is on the rise globally, especi...
Humans Neural Networks, Computer Sensitivity and Specificity Deep Learning Image Processing, Computer-Assisted Mouth Neoplasms Image Interpretation, Computer-Assisted
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Deep learning approaches for breast cancer detection in histopathology images: A review.

Cancer biomarkers : section A of Disease markers Jan 1, 2024
BACKGROUND: Breast cancer is one of the leading causes of death in women worldwide. Histopathology analysis of breast tissue is an essential tool for diagnosing and staging breast cancer. In recent years, there has been a significant increase in rese...
Image Processing, Computer-Assisted Female Image Interpretation, Computer-Assisted Breast Neoplasms Humans Deep Learning Algorithms
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Design and Development of Hypertuned Deep learning Frameworks for Detection and Severity Grading of Brain Tumor using Medical Brain MR images.

Current medical imaging Jan 1, 2024
BACKGROUND: Brain tumor is a grave illness causing worldwide fatalities. The current detection methods for brain tumors are manual, invasive, and rely on histopathological analysis. Determining the type of brain tumor after its detection relies on bi...
Neoplasm Grading Humans Image Interpretation, Computer-Assisted Neural Networks, Computer Brain Neoplasms Glioma Meningioma Deep Learning Magnetic Resonance Imaging
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A hybrid thyroid tumor type classification system using feature fusion, multilayer perceptron and bonobo optimization.

Journal of X-ray science and technology Jan 1, 2024
BACKGROUND: Thyroid tumor is considered to be a very rare form of cancer. But recent researches and surveys highlight the fact that it is becoming prevalent these days because of various factors.
Image Interpretation, Computer-Assisted Thyroid Neoplasms Ultrasonography Humans Neural Networks, Computer Artificial Intelligence Algorithms Sensitivity and Specificity Thyroid Gland
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Research on breast cancer pathological image classification method based on wavelet transform and YOLOv8.

Journal of X-ray science and technology Jan 1, 2024
 Breast cancer is one of the cancers with high morbidity and mortality in the world, which is a serious threat to the health of women. With the development of deep learning, the recognition about computer-aided diagnosis technology is getting higher ...
Humans Neural Networks, Computer Diagnosis, Computer-Assisted Deep Learning Image Processing, Computer-Assisted Algorithms Female Breast Neoplasms Wavelet Analysis Breast Image Interpretation, Computer-Assisted
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An Early Detection and Classification of Alzheimer's Disease Framework Based on ResNet-50.

Current medical imaging Jan 1, 2024
OBJECTIVE: The objective of this study is to develop a more effective early detection system for Alzheimer's disease (AD) using a Deep Residual Network (ResNet) model by addressing the issue of convolutional layers in conventional Convolutional Neura...
Algorithms Early Diagnosis Deep Learning Image Processing, Computer-Assisted Humans Magnetic Resonance Imaging Neural Networks, Computer Alzheimer Disease Image Interpretation, Computer-Assisted
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Deep Learning Models for Coronary Atherosclerosis Detection in Coronary CT Angiography.

Current medical imaging Jan 1, 2024
BACKGROUND: Patients with atherosclerosis have a rather high risk of showing complications, if not diagnosed quickly and efficiently.
Risk Assessment Deep Learning Predictive Value of Tests Humans Neural Networks, Computer Datasets as Topic Wavelet Analysis Computed Tomography Angiography Coronary Angiography Coronary Artery Disease Image Interpretation, Computer-Assisted
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