AI Medical Compendium Journal:
Journal of imaging informatics in medicine

Showing 141 to 150 of 183 articles

Deep Learning Model for Prediction of Bronchopulmonary Dysplasia in Preterm Infants Using Chest Radiographs.

Journal of imaging informatics in medicine Mar 18, 2024
Bronchopulmonary dysplasia (BPD) is common in preterm infants and may result in pulmonary vascular disease, compromising lung function. This study aimed to employ artificial intelligence (AI) techniques to help physicians accurately diagnose BPD in p...
Bronchopulmonary Dysplasia Lung Deep Learning Infant, Premature Radiography, Thoracic Humans Retrospective Studies Female Infant, Newborn Male
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Automated Detection of COVID-19 from Multimodal Imaging Data Using Optimized Convolutional Neural Network Model.

Journal of imaging informatics in medicine Mar 18, 2024
The incidence of COVID-19, a virus that is responsible for infections in the upper respiratory tract and lungs, witnessed a daily rise in fatalities throughout the pandemic. The timely identification of COVID-19 can contribute to the formulation of s...
Humans Support Vector Machine Multimodal Imaging Neural Networks, Computer COVID-19 Algorithms Tomography, X-Ray Computed SARS-CoV-2 Lung
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Differential Diagnosis of Diabetic Foot Osteomyelitis and Charcot Neuropathic Osteoarthropathy with Deep Learning Methods.

Journal of imaging informatics in medicine Mar 15, 2024
Our study aims to evaluate the potential of a deep learning (DL) algorithm for differentiating the signal intensity of bone marrow between osteomyelitis (OM), Charcot neuropathic osteoarthropathy (CNO), and trauma (TR). The local ethics committee app...
Diabetic Foot Image Interpretation, Computer-Assisted Osteomyelitis Arthropathy, Neurogenic Algorithms Retrospective Studies Deep Learning Female Magnetic Resonance Imaging Male Humans Diagnosis, Differential Middle Aged
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ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of Pneumothorax.

Journal of imaging informatics in medicine Mar 14, 2024
Radiology narrative reports often describe characteristics of a patient's disease, including its location, size, and shape. Motivated by the recent success of multimodal learning, we hypothesized that this descriptive text could guide medical image a...
Humans Neural Networks, Computer Pneumothorax Algorithms Natural Language Processing Radiography, Thoracic
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A Data Augmentation Methodology to Reduce the Class Imbalance in Histopathology Images.

Journal of imaging informatics in medicine Mar 14, 2024
Deep learning techniques have recently yielded remarkable results across various fields. However, the quality of these results depends heavily on the quality and quantity of data used during the training phase. One common issue in multi-class and mul...
Algorithms Deep Learning Image Processing, Computer-Assisted Image Interpretation, Computer-Assisted Humans Neural Networks, Computer
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Checklist for Reproducibility of Deep Learning in Medical Imaging.

Journal of imaging informatics in medicine Mar 14, 2024
The application of deep learning (DL) in medicine introduces transformative tools with the potential to enhance prognosis, diagnosis, and treatment planning. However, ensuring transparent documentation is essential for researchers to enhance reproduc...
Delphi Technique Diagnostic Imaging Checklist Deep Learning Surveys and Questionnaires Humans Reproducibility of Results
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Adaptive Machine Learning Approach for Importance Evaluation of Multimodal Breast Cancer Radiomic Features.

Journal of imaging informatics in medicine Mar 13, 2024
Breast cancer holds the highest diagnosis rate among female tumors and is the leading cause of death among women. Quantitative analysis of radiological images shows the potential to address several medical challenges, including the early detection an...
Radiographic Image Interpretation, Computer-Assisted Breast Radiomics Middle Aged Mammography Humans Machine Learning Female Aged Adult Breast Neoplasms
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Evaluation of Effectiveness of Self-Supervised Learning in Chest X-Ray Imaging to Reduce Annotated Images.

Journal of imaging informatics in medicine Mar 8, 2024
A significant challenge in machine learning-based medical image analysis is the scarcity of medical images. Obtaining a large number of labeled medical images is difficult because annotating medical images is a time-consuming process that requires sp...
Humans Supervised Machine Learning Radiography, Thoracic COVID-19 SARS-CoV-2 Radiographic Image Interpretation, Computer-Assisted
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Effects of Intravenous Infusion of Iodine Contrast Media on the Tracheal Diameter and Lung Volume Measured with Deep Learning-Based Algorithm.

Journal of imaging informatics in medicine Mar 6, 2024
This study aimed to investigate the effects of intravenous injection of iodine contrast agent on the tracheal diameter and lung volume. In this retrospective study, a total of 221 patients (71.1 ± 12.4 years, 174 males) who underwent vascular dynamic...
Humans Trachea Contrast Media Infusions, Intravenous Lung Volume Measurements Aged, 80 and over Male Middle Aged Tomography, X-Ray Computed Algorithms Lung Female Retrospective Studies Deep Learning Aged Iodine
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DilatedToothSegNet: Tooth Segmentation Network on 3D Dental Meshes Through Increasing Receptive Vision.

Journal of imaging informatics in medicine Mar 5, 2024
The utilization of advanced intraoral scanners to acquire 3D dental models has gained significant popularity in the fields of dentistry and orthodontics. Accurate segmentation and labeling of teeth on digitized 3D dental surface models are crucial fo...
Humans Neural Networks, Computer Image Processing, Computer-Assisted Algorithms Tooth Models, Dental Deep Learning Imaging, Three-Dimensional
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