AIMC Topic: Image Processing, Computer-Assisted

Clear Filters Showing 401 to 410 of 9585 articles

Improved gated recurrent unit-based osteosarcoma prediction on histology images: a meta-heuristic-oriented optimization concept.

Scientific reports Apr 1, 2025
The major prevalent primary bone cancer is osteosarcoma. Preoperative chemotherapy is accompanied by resection as part of the normal course of treatment. The diagnosis and treatment of patients are based on the chemotherapy reaction. Contrarily, chem...
Osteosarcoma Bone Neoplasms Discriminant Analysis Deep Learning Image Processing, Computer-Assisted Humans Algorithms
View on PubMed DOI

Patient-specific MRI super-resolution via implicit neural representations and knowledge transfer.

Physics in medicine and biology Apr 1, 2025
Magnetic resonance imaging (MRI) is a non-invasive imaging technique that provides high soft tissue contrast, playing a vital role in disease diagnosis and treatment planning. However, due to limitations in imaging hardware, scan time, and patient co...
Humans Neural Networks, Computer Image Processing, Computer-Assisted Magnetic Resonance Imaging
View on PubMed DOI

A Deep-Learning Empowered, Real-Time Processing Platform of fNIRS/DOT for Brain Computer Interfaces and Neurofeedback.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Apr 1, 2025
Brain-Computer Interfaces (BCI) and Neurofeedback (NFB) approaches, which both rely on real-time monitoring of brain activity, are increasingly being applied in rehabilitation, assistive technology, neurological diseases and behavioral disorders. Fun...
Adult Calibration Brain Male Brain-Computer Interfaces Spectroscopy, Near-Infrared Humans Image Processing, Computer-Assisted Deep Learning Female Tomography, Optical Neurofeedback Algorithms Artifacts Computer Systems Young Adult
View on PubMed DOI

Impact of harmonization on predicting complications in head and neck cancer after radiotherapy using MRI radiomics and machine learning techniques.

Medical physics Mar 31, 2025
BACKGROUND: Variations in medical images specific to individual scanners restrict the use of radiomics in both clinical practice and research. To create reproducible and generalizable radiomics-based models for outcome prediction and assessment, data...
Machine Learning Female Aged Humans Head and Neck Neoplasms Magnetic Resonance Imaging Xerostomia Radiation Injuries Male Middle Aged Adult Image Processing, Computer-Assisted Radiomics
View on PubMed DOI

LEyes: A lightweight framework for deep learning-based eye tracking using synthetic eye images.

Behavior research methods Mar 31, 2025
Deep learning methods have significantly advanced the field of gaze estimation, yet the development of these algorithms is often hindered by a lack of appropriate publicly accessible training datasets. Moreover, models trained on the few available da...
Fixation, Ocular Algorithms Eye-Tracking Technology Eye Movements Humans Image Processing, Computer-Assisted Deep Learning Neural Networks, Computer
View on PubMed DOI

Clinical implications of deep learning based image analysis of whole radical prostatectomy specimens.

Scientific reports Mar 31, 2025
Prostate cancer (PCa) diagnosis faces significant challenges due to its complex pathological characteristics and insufficient pathologist resources. While deep learning-based image analysis (DLIA) shows promise in enhancing diagnostic accuracy, its a...
Prognosis Aged Male Middle Aged Deep Learning Prostate Image Processing, Computer-Assisted Humans Tumor Burden Prostatic Neoplasms Algorithms Prostatectomy Neoplasm Grading
View on PubMed DOI

From inconsistent annotations to ground truth: Aggregation strategies for annotations of proximal carious lesions in dental imagery.

Journal of dentistry Mar 30, 2025
OBJECTIVES: Annotating carious lesions on images is challenging. For artificial intelligence (AI) applications, the aggregation of heterogeneous multi-examiner annotations into one single annotation (e.g. via majority voting, MV) is usually needed. W...
Dental Caries Dental Enamel Dentin ROC Curve Image Processing, Computer-Assisted Radiography, Dental Transillumination Humans Artificial Intelligence
View on PubMed DOI

Improving realism in abdominal ultrasound simulation combining a segmentation-guided loss and polar coordinates training.

Medical physics Mar 30, 2025
BACKGROUND: Ultrasound (US) simulation helps train physicians and medical students in image acquisition and interpretation, enabling safe practice of transducer manipulation and organ identification. Current simulators generate realistic images from ...
Abdomen Ultrasonography Image Processing, Computer-Assisted Humans Computer Simulation
View on PubMed DOI

VisionGuard: enhancing diabetic retinopathy detection with hybrid deep learning.

Expert review of medical devices Mar 30, 2025
OBJECTIVES: Early detection of diabetic retinopathy (DR) and timely intervention are critical for preventing vision loss. Recently, deep learning techniques have shown promising results in streamlining this process. The objective of this study was to...
Humans Image Processing, Computer-Assisted Diabetic Retinopathy Deep Learning
View on PubMed DOI

A review of denoising methods in single-particle cryo-EM.

Micron (Oxford, England : 1993) Mar 29, 2025
Cryo-EM has become a vital technique for resolving macromolecular structures at near-atomic resolution, enabling the visualization of proteins and large molecular complexes. However, the images are often accompanied by extremely low SNR, which poses ...
Deep Learning Imaging, Three-Dimensional Signal-To-Noise Ratio Single Molecule Imaging Cryoelectron Microscopy Image Processing, Computer-Assisted Proteins Macromolecular Substances
View on PubMed DOI
Popular Topics
Recent Journals