AI Medical Compendium Journal:
Journal of imaging informatics in medicine

Showing 61 to 70 of 183 articles

Deep Learning-Based Prediction of Post-treatment Survival in Hepatocellular Carcinoma Patients Using Pre-treatment CT Images and Clinical Data.

Journal of imaging informatics in medicine Aug 15, 2024
The objective of this study was to develop and evaluate a model for predicting post-treatment survival in hepatocellular carcinoma (HCC) patients using their CT images and clinical information, including various treatment information. We collected pr...
Adult Neural Networks, Computer Male Prognosis Humans Middle Aged Tomography, X-Ray Computed Female Deep Learning Aged Liver Neoplasms Carcinoma, Hepatocellular
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Deep Convolutional Neural Network for Automated Staging of Periodontal Bone Loss Severity on Bite-wing Radiographs: An Eigen-CAM Explainability Mapping Approach.

Journal of imaging informatics in medicine Aug 15, 2024
Periodontal disease is a significant global oral health problem. Radiographic staging is critical in determining periodontitis severity and treatment requirements. This study aims to automatically stage periodontal bone loss using a deep learning app...
Severity of Illness Index Adult Humans Deep Learning Convolutional Neural Networks Male Neural Networks, Computer Middle Aged Female Alveolar Bone Loss
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Optimizing Acute Stroke Segmentation on MRI Using Deep Learning: Self-Configuring Neural Networks Provide High Performance Using Only DWI Sequences.

Journal of imaging informatics in medicine Aug 13, 2024
Segmentation of infarcts is clinically important in ischemic stroke management and prognostication. It is unclear what role the combination of DWI, ADC, and FLAIR MRI sequences provide for deep learning in infarct segmentation. Recent technologies in...
Diffusion Magnetic Resonance Imaging Magnetic Resonance Imaging Stroke Image Interpretation, Computer-Assisted Male Middle Aged Deep Learning Humans Neural Networks, Computer Female Aged
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Ensemble of Deep Learning Architectures with Machine Learning for Pneumonia Classification Using Chest X-rays.

Journal of imaging informatics in medicine Aug 13, 2024
Pneumonia is a severe health concern, particularly for vulnerable groups, needing early and correct classification for optimal treatment. This study addresses the use of deep learning combined with machine learning classifiers (DLxMLCs) for pneumonia...
Radiographic Image Interpretation, Computer-Assisted Support Vector Machine Humans Radiography, Thoracic Pneumonia Neural Networks, Computer Machine Learning Deep Learning
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The Usefulness of Low-Kiloelectron Volt Virtual Monochromatic Contrast-Enhanced Computed Tomography with Deep Learning Image Reconstruction Technique in Improving the Delineation of Pancreatic Ductal Adenocarcinoma.

Journal of imaging informatics in medicine Aug 13, 2024
To evaluate the usefulness of low-keV multiphasic computed tomography (CT) with deep learning image reconstruction (DLIR) in improving the delineation of pancreatic ductal adenocarcinoma (PDAC) compared to conventional hybrid iterative reconstruction...
Carcinoma, Pancreatic Ductal Contrast Media Pancreatic Neoplasms Radiographic Image Interpretation, Computer-Assisted Aged Aged, 80 and over Adult Deep Learning Image Processing, Computer-Assisted Male Retrospective Studies Middle Aged Tomography, X-Ray Computed Female Humans
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A Deep-Learning-Enabled Electrocardiogram and Chest X-Ray for Detecting Pulmonary Arterial Hypertension.

Journal of imaging informatics in medicine Aug 13, 2024
The diagnosis and treatment of pulmonary hypertension have changed dramatically through the re-defined diagnostic criteria and advanced drug development in the past decade. The application of Artificial Intelligence for the detection of elevated pulm...
Radiography, Thoracic Pulmonary Arterial Hypertension Aged Sensitivity and Specificity Male Deep Learning Electrocardiography Echocardiography Middle Aged Humans Female
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Automated Cerebrovascular Segmentation and Visualization of Intracranial Time-of-Flight Magnetic Resonance Angiography Based on Deep Learning.

Journal of imaging informatics in medicine Aug 12, 2024
Time-of-flight magnetic resonance angiography (TOF-MRA) is a non-contrast technique used to visualize neurovascular. However, manual reconstruction of the volume render (VR) by radiologists is time-consuming and labor-intensive. Deep learning-based (...
Retrospective Studies Aged Middle Aged Humans Magnetic Resonance Angiography Cerebral Arteries Deep Learning Image Processing, Computer-Assisted Cerebrovascular Disorders
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Robust ROI Detection in Whole Slide Images Guided by Pathologists' Viewing Patterns.

Journal of imaging informatics in medicine Aug 9, 2024
Deep learning techniques offer improvements in computer-aided diagnosis systems. However, acquiring image domain annotations is challenging due to the knowledge and commitment required of expert pathologists. Pathologists often identify regions in wh...
Humans Melanoma Image Processing, Computer-Assisted Pathologists Image Interpretation, Computer-Assisted Skin Neoplasms Diagnosis, Computer-Assisted Deep Learning
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Allergy Wheal and Erythema Segmentation Using Attention U-Net.

Journal of imaging informatics in medicine Aug 9, 2024
The skin prick test (SPT) is a key tool for identifying sensitized allergens associated with immunoglobulin E-mediated allergic diseases such as asthma, allergic rhinitis, atopic dermatitis, urticaria, angioedema, and anaphylaxis. However, the SPT is...
Hypersensitivity Erythema Humans Female Sensitivity and Specificity Image Processing, Computer-Assisted Male Skin Tests Deep Learning
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Automated 3D Cobb Angle Measurement Using U-Net in CT Images of Preoperative Scoliosis Patients.

Journal of imaging informatics in medicine Aug 8, 2024
To propose a deep learning framework "SpineCurve-net" for automated measuring the 3D Cobb angles from computed tomography (CT) images of presurgical scoliosis patients. A total of 116 scoliosis patients were analyzed, divided into a training set of 8...
Tomography, X-Ray Computed Female Young Adult Humans Adolescent Imaging, Three-Dimensional Radiographic Image Interpretation, Computer-Assisted Scoliosis Adult Male Deep Learning
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