AI Medical Compendium Journal:
Journal of imaging informatics in medicine

Showing 161 to 170 of 183 articles

OralEpitheliumDB: A Dataset for Oral Epithelial Dysplasia Image Segmentation and Classification.

Journal of imaging informatics in medicine Feb 26, 2024
Early diagnosis of potentially malignant disorders, such as oral epithelial dysplasia, is the most reliable way to prevent oral cancer. Computational algorithms have been used as an auxiliary tool to aid specialists in this process. Usually, experime...
Image Processing, Computer-Assisted Mice Algorithms Mouth Neoplasms Databases, Factual Mouth Mucosa Animals Humans Tongue Neural Networks, Computer Precancerous Conditions Machine Learning
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Development and Preliminary Validation of a Novel Convolutional Neural Network Model for Predicting Treatment Response in Patients with Unresectable Hepatocellular Carcinoma Receiving Hepatic Arterial Infusion Chemotherapy.

Journal of imaging informatics in medicine Feb 23, 2024
The goal of this study was to evaluate the performance of a convolutional neural network (CNN) with preoperative MRI and clinical factors in predicting the treatment response of unresectable hepatocellular carcinoma (HCC) patients receiving hepatic a...
Carcinoma, Hepatocellular Humans Aged Treatment Outcome Antineoplastic Agents Adult Magnetic Resonance Imaging Neural Networks, Computer Infusions, Intra-Arterial ROC Curve Hepatic Artery Retrospective Studies Male Liver Neoplasms Female Middle Aged
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An Automatic Grading System for Orthodontically Induced External Root Resorption Based on Deep Convolutional Neural Network.

Journal of imaging informatics in medicine Feb 23, 2024
Orthodontically induced external root resorption (OIERR) is a common complication of orthodontic treatments. Accurate OIERR grading is crucial for clinical intervention. This study aimed to evaluate six deep convolutional neural networks (CNNs) for p...
Root Resorption Deep Learning Image Processing, Computer-Assisted Orthodontics Humans Neural Networks, Computer
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An Automated Heart Shunt Recognition Pipeline Using Deep Neural Networks.

Journal of imaging informatics in medicine Feb 22, 2024
Automated recognition of heart shunts using saline contrast transthoracic echocardiography (SC-TTE) has the potential to transform clinical practice, enabling non-experts to assess heart shunt lesions. This study aims to develop a fully automated and...
Humans Neural Networks, Computer Male Echocardiography Female Adult Middle Aged Microbubbles Contrast Media Image Interpretation, Computer-Assisted
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Towards an EKG for SBO: A Neural Network for Detection and Characterization of Bowel Obstruction on CT.

Journal of imaging informatics in medicine Feb 22, 2024
A neural network was developed to detect and characterize bowel obstruction, a common cause of acute abdominal pain. In this retrospective study, 202 CT scans of 165 patients with bowel obstruction from March to June 2022 were included and partitione...
ROC Curve Intestinal Obstruction Intestine, Small Tomography, X-Ray Computed Female Aged Male Adult Middle Aged Humans Sensitivity and Specificity Neural Networks, Computer Retrospective Studies
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Auto-segmentation of Adult-Type Diffuse Gliomas: Comparison of Transfer Learning-Based Convolutional Neural Network Model vs. Radiologists.

Journal of imaging informatics in medicine Feb 21, 2024
Segmentation of glioma is crucial for quantitative brain tumor assessment, to guide therapeutic research and clinical management, but very time-consuming. Fully automated tools for the segmentation of multi-sequence MRI are needed. We developed and p...
Radiologists Image Interpretation, Computer-Assisted Adult Brain Neoplasms Male Humans Glioma Neural Networks, Computer Magnetic Resonance Imaging Female Middle Aged Deep Learning
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Automatic Tracking of Hyoid Bone Displacement and Rotation Relative to Cervical Vertebrae in Videofluoroscopic Swallow Studies Using Deep Learning.

Journal of imaging informatics in medicine Feb 21, 2024
The hyoid bone displacement and rotation are critical kinematic events of the swallowing process in the assessment of videofluoroscopic swallow studies (VFSS). However, the quantitative analysis of such events requires frame-by-frame manual annotatio...
Computer Simulation Deep Learning Image Processing, Computer-Assisted Cervical Vertebrae Humans Datasets as Topic Automation Deglutition Hyoid Bone Fluoroscopy Rotation Video Recording
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DeepCSFusion: Deep Compressive Sensing Fusion for Efficient COVID-19 Classification.

Journal of imaging informatics in medicine Feb 21, 2024
Worldwide, the COVID-19 epidemic, which started in 2019, has resulted in millions of deaths. The medical research community has widely used computer analysis of medical data during the pandemic, specifically deep learning models. Deploying models on ...
Data Compression Tomography, X-Ray Computed SARS-CoV-2 Deep Learning Humans Pandemics COVID-19
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Approximating Intermediate Feature Maps of Self-Supervised Convolution Neural Network to Learn Hard Positive Representations in Chest Radiography.

Journal of imaging informatics in medicine Feb 21, 2024
Recent advances in contrastive learning have significantly improved the performance of deep learning models. In contrastive learning of medical images, dealing with positive representation is sometimes difficult because some strong augmentation techn...
Deep Learning Humans Radiography, Thoracic Neural Networks, Computer
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Deep Learning for Automated Detection and Localization of Traumatic Abdominal Solid Organ Injuries on CT Scans.

Journal of imaging informatics in medicine Feb 16, 2024
Computed tomography (CT) is the most commonly used diagnostic modality for blunt abdominal trauma (BAT), significantly influencing management approaches. Deep learning models (DLMs) have shown great promise in enhancing various aspects of clinical pr...
Aged Adult Sensitivity and Specificity Male Wounds, Nonpenetrating Tomography, X-Ray Computed Female Humans Middle Aged Kidney Retrospective Studies Deep Learning Liver ROC Curve Spleen Abdominal Injuries
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