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Detection of Masses in Mammogram Images Based on the Enhanced RetinaNet Network With INbreast Dataset
Published 2025-02-01Subjects: “…computer-aided diagnosis…”
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Advances in colorectal cancer diagnosis using optimal deep feature fusion approach on biomedical images
Published 2025-02-01Subjects: Get full text
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Artificially intelligent detection of retinal pigment sign using P3S-Net for retinitis pigmentosa analysis
Published 2025-03-01Subjects: Get full text
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Peering into the Heart: A Comprehensive Exploration of Semantic Segmentation and Explainable AI on the MnMs-2 Cardiac MRI Dataset
Published 2025-01-01“…Accurate and interpretable segmentation of medical images is crucial for computer-aided diagnosis and image-guided interventions. This study explores the integration of semantic segmentation and explainable AI techniques on the MnMs-2 Cardiac MRI dataset. …”
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Skin Tumors Diagnosis Utilizing Case Based Reasoning and The Expert System
Published 2020-06-01“…Based on that, this study proposes a computer-aided diagnosis (CAD) system that detects skin cancer using digital images, techniques of image processing, by using the case-based reasoning and expert system. …”
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A deep ensemble learning framework for glioma segmentation and grading prediction
Published 2025-02-01“…Abstract The segmentation and risk grade prediction of gliomas based on preoperative multimodal magnetic resonance imaging (MRI) are crucial tasks in computer-aided diagnosis. Due to the significant heterogeneity between and within tumors, existing methods mainly rely on single-task approaches, overlooking the inherent correlation between segmentation and grading tasks. …”
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Segmentasi Citra X-Ray Dada Menggunakan Metode Modifikasi Deeplabv3+
Published 2023-07-01“…Citra radiografi khususnya x-ray perlu dilakukan pengolahan untuk dapat melakukan diagnosis. Computer Aided Diagnosis (CAD) adalah sistem diagnosis berbantuan komputer yang bisa digunakan sebagai informasi pendukung dalam melakukan diagnosis. …”
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Leveraging paired mammogram views with deep learning for comprehensive breast cancer detection
Published 2025-02-01“…These findings demonstrate PMVnet’s effectiveness in reducing false positives and avoiding missed true positives, suggesting its potential as a practical tool in computer-aided diagnosis systems. PMVnet can significantly enhance breast lesion detection, aiding radiologists in making more precise evaluations and improving patient outcomes. …”
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Breast cancer classification based on hybrid CNN with LSTM model
Published 2025-02-01“…Medical image analysis methods and computer-aided diagnosis can enhance this process, providing training and assistance to less experienced clinicians. …”
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