AIMC Topic: Diagnostic Imaging

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A Critical Review on Artificial Intelligence-Based Microplastics Imaging Technology: Recent Advances, Hot-Spots and Challenges.

International journal of environmental research and public health Jan 9, 2023
Due to the rapid artificial intelligence technology progress and innovation in various fields, this research aims to use science mapping tools to comprehensively and objectively analyze recent advances, hot-spots, and challenges in artificial intelli...
Microplastics Diagnostic Imaging Plastics Algorithms Artificial Intelligence
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AAPM task group report 273: Recommendations on best practices for AI and machine learning for computer-aided diagnosis in medical imaging.

Medical physics Jan 6, 2023
Rapid advances in artificial intelligence (AI) and machine learning, and specifically in deep learning (DL) techniques, have enabled broad application of these methods in health care. The promise of the DL approach has spurred further interest in com...
Reproducibility of Results Diagnosis, Computer-Assisted Machine Learning Diagnostic Imaging Artificial Intelligence Humans
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MobileNet-SVM: A Lightweight Deep Transfer Learning Model to Diagnose BCH Scans for IoMT-Based Imaging Sensors.

Sensors (Basel, Switzerland) Jan 6, 2023
Many individuals worldwide pass away as a result of inadequate procedures for prompt illness identification and subsequent treatment. A valuable life can be saved or at least extended with the early identification of serious illnesses, such as variou...
Radionuclide Imaging Humans Internet Diagnostic Imaging Internet of Things Support Vector Machine
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An Effective Framework for Deep-Learning-Enhanced Quantitative Microwave Imaging and Its Potential for Medical Applications.

Sensors (Basel, Switzerland) Jan 6, 2023
Microwave imaging is emerging as an alternative modality to conventional medical diagnostics technologies. However, its adoption is hindered by the intrinsic difficulties faced in the solution of the underlying inverse scattering problem, namely non-...
Image Processing, Computer-Assisted Neural Networks, Computer Microwave Imaging Deep Learning Microwaves Diagnostic Imaging
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Infrared and Visible Image Fusion Technology and Application: A Review.

Sensors (Basel, Switzerland) Jan 4, 2023
The images acquired by a single visible light sensor are very susceptible to light conditions, weather changes, and other factors, while the images acquired by a single infrared light sensor generally have poor resolution, low contrast, low signal-to...
Diagnostic Imaging Technology Infrared Rays Neural Networks, Computer Algorithms
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Aligning Small Datasets Using Domain Adversarial Learning: Applications in Automated in Vivo Oral Cancer Diagnosis.

IEEE journal of biomedical and health informatics Jan 4, 2023
Deep learning approaches for medical image analysis are limited by small data set size due to factors such as patient privacy and difficulties in obtaining expert labelling for each image. In medical imaging system development pipelines, phases for s...
Neural Networks, Computer Algorithms Humans Mouth Neoplasms Diagnostic Imaging
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Sleep Classification With Artificial Synthetic Imaging Data Using Convolutional Neural Networks.

IEEE journal of biomedical and health informatics Jan 4, 2023
OBJECTIVE: We propose a new analytic framework, "Artificial Synthetic Imaging Data (ASID) Workflow," for sleep classification from a wearable device comprising: 1) the creation of ASID from data collected by a non-invasive wearable device that permit...
Random Forest Machine Learning Neural Networks, Computer Diagnostic Imaging Algorithms Humans
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Multi-Task and Few-Shot Learning-Based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases.

IEEE journal of biomedical and health informatics Jan 4, 2023
Fluorescence imaging-based diagnostic systems have been widely used to diagnose skin diseases due to their ability to provide detailed information related to the molecular composition of the skin compared to conventional RGB imaging. In addition, rec...
Humans Neural Networks, Computer Diagnostic Imaging Deep Learning Skin Diseases Algorithms
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Multi-Scale Histogram-Based Probabilistic Deep Neural Network for Super-Resolution 3D LiDAR Imaging.

Sensors (Basel, Switzerland) Dec 30, 2022
LiDAR (Light Detection and Ranging) imaging based on SPAD (Single-Photon Avalanche Diode) technology suffers from severe area penalty for large on-chip histogram peak detection circuits required by the high precision of measured depth values. In this...
Diagnostic Imaging Photons Neural Networks, Computer
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Honeycomb Artifact Removal Using Convolutional Neural Network for Fiber Bundle Imaging.

Sensors (Basel, Switzerland) Dec 28, 2022
We present a new deep learning framework for removing honeycomb artifacts yielded by optical path blocking of cladding layers in fiber bundle imaging. The proposed framework, HAR-CNN, provides an end-to-end mapping from a raw fiber bundle image to an...
Artifacts Diagnostic Imaging Neural Networks, Computer Image Processing, Computer-Assisted Deep Learning
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