AIMC Topic: Image Processing, Computer-Assisted

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Quasi-supervised MR-CT image conversion based on unpaired data.

Physics in medicine and biology Jun 17, 2025
. In radiotherapy planning, acquiring both magnetic resonance (MR) and computed tomography (CT) images is crucial for comprehensive evaluation and treatment. However, simultaneous acquisition of MR and CT images is time-consuming, economically expens...
Tomography, X-Ray Computed Image Processing, Computer-Assisted Magnetic Resonance Imaging Humans Supervised Machine Learning Algorithms
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Enhancing image quality in fast neutron-based range verification of proton therapy using a deep learning-based prior in LM-MAP-EM reconstruction.

Physics in medicine and biology Jun 17, 2025
This study investigates the use of list-mode (LM) maximum(MAP) expectation maximization (EM) incorporating prior information predicted by a convolutional neural network for image reconstruction in fast neutron (FN)-based proton therapy range verifica...
Proton Therapy Fast Neutrons Image Processing, Computer-Assisted Lung Neoplasms Monte Carlo Method Humans Deep Learning
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Research on the correlation between retinal vascular parameters and axial length in children using an AI-based fundus image analysis system.

PloS one Jun 17, 2025
OBJECTIVE: This study aims to utilize artificial intelligence technology to conduct an in-depth analysis of fundus data from myopic children and adolescents, thoroughly exploring the correlation between retinal vascular parameters and axial length (A...
Adolescent Child Female Fundus Oculi Humans Image Processing, Computer-Assisted Retinal Vessels Male Artificial Intelligence Axial Length, Eye Myopia
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Semi-automated high content analysis of pollen performance using tubetracker.

Plant reproduction Jun 16, 2025
TubeTracker provides a method to partially automate analysis of pollen tube growth using live imaging. Pollen function is critical for successful plant reproduction and crop productivity and it is important to develop accessible methods to quantitati...
Solanum lycopersicum Pollen Pollen Tube Software Image Processing, Computer-Assisted Germination
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Fast and accurate lung cancer subtype classication and localization based on Intraoperative frozen sections of lung adenocarcinoma.

Biomedical physics & engineering express Jun 16, 2025
Current lung cancer diagnostic techniques primarily focus on tissue subtype classification, yet remain inadequate in distinguishing pathological progression subtypes (particularly between adenocarcinomaand invasive adenocarcinoma) on frozen sections....
Humans Neural Networks, Computer Algorithms Frozen Sections Lung Neoplasms Intraoperative Period Adenocarcinoma of Lung Deep Learning Image Processing, Computer-Assisted
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MRI super-resolution reconstruction using efficient diffusion probabilistic model with residual shifting.

Physics in medicine and biology Jun 16, 2025
Magnetic resonance imaging (MRI) is essential in clinical and research contexts, providing exceptional soft-tissue contrast. However, prolonged acquisition times often lead to patient discomfort and motion artifacts. Diffusion-based deep learning sup...
Prostate Humans Diffusion Brain Magnetic Resonance Imaging Signal-To-Noise Ratio Male Models, Statistical Deep Learning Image Processing, Computer-Assisted
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FFLUNet: Feature Fused Lightweight UNet for brain tumor segmentation.

Computers in biology and medicine Jun 14, 2025
Brain tumors, particularly glioblastoma multiforme, are considered one of the most threatening types of tumors in neuro-oncology. Segmenting brain tumors is a crucial part of medical imaging. It plays a key role in diagnosing conditions, planning tre...
Humans Brain Neoplasms Magnetic Resonance Imaging Glioblastoma Image Interpretation, Computer-Assisted Deep Learning Convolutional Neural Networks Image Processing, Computer-Assisted Software Validation
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A method for feature division of Soccer Foul actions based on salience image semantics.

PloS one Jun 13, 2025
The purpose of this study is to realize the automatic identification and classification of fouls in football matches and improve the overall identification accuracy. Therefore, a Deep Learning-Based Saliency Prediction Model (DLSPM) is proposed. DLSP...
Soccer Semantics Pattern Recognition, Automated Humans Neural Networks, Computer Algorithms Deep Learning Image Processing, Computer-Assisted Video Recording
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NeuroEmo: A neuroimaging-based fMRI dataset to extract temporal affective brain dynamics for Indian movie video clips stimuli using dynamic functional connectivity approach with graph convolution neural network (DFC-GCNN).

Computers in biology and medicine Jun 12, 2025
FMRI, a non-invasive neuroimaging technique, can detect emotional brain activation patterns. It allows researchers to observe functional changes in the brain, making it a valuable tool for emotion recognition. For improved emotion recognition systems...
Motion Pictures Emotions Brain Mapping Neuroimaging Young Adult Neural Networks, Computer India Adult Brain Humans Image Processing, Computer-Assisted Male Female Magnetic Resonance Imaging
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Implementation of biomedical segmentation for brain tumor utilizing an adapted U-net model.

Computers in biology and medicine Jun 11, 2025
Using radio signals from a magnetic field, magnetic resonance imaging (MRI) represents a medical procedure that produces images to provide more information than typical scans. Diagnosing brain tumors from MRI is difficult because of the wide range of...
Humans Neural Networks, Computer Algorithms Brain Neoplasms Deep Learning Image Processing, Computer-Assisted Magnetic Resonance Imaging Image Interpretation, Computer-Assisted
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