AIMC Topic: Image Processing, Computer-Assisted

Clear Filters Showing 311 to 320 of 9890 articles

Lesion boundary detection for skin lesion segmentation based on boundary sensing and CNN-transformer fusion networks.

Artificial intelligence in medicine Jun 4, 2025
Traditional convolutional neural networks often struggle to capture global information and handle ambiguous boundaries during complex skin lesion segmentation tasks. To tackle this challenge, we proposed MPBA-Net, a hybrid network that integrates mul...
Skin Image Interpretation, Computer-Assisted Algorithms Skin Neoplasms Image Processing, Computer-Assisted Humans Neural Networks, Computer
View on PubMed DOI

Predicting clinical outcomes using 18F-FDG PET/CT-based radiomic features and machine learning algorithms in patients with esophageal cancer.

Nuclear medicine communications Jun 4, 2025
OBJECTIVE: This study evaluated the relationship between 18F-fluorodeoxyglucose PET/computed tomography (18F-FDG PET/CT) radiomic features and clinical parameters, including tumor localization, histopathological subtype, lymph node metastasis, mortal...
Adult Radiomics Male Retrospective Studies Female Positron Emission Tomography Computed Tomography Humans Aged Esophageal Neoplasms Machine Learning Middle Aged Fluorodeoxyglucose F18 Algorithms Image Processing, Computer-Assisted Prognosis Treatment Outcome
View on PubMed DOI

UltraBones100k: A reliable automated labeling method and large-scale dataset for ultrasound-based bone surface extraction.

Computers in biology and medicine Jun 4, 2025
BACKGROUND: Ultrasound-based bone surface segmentation is crucial in computer-assisted orthopedic surgery. However, ultrasound images have limitations, including a low signal-to-noise ratio, acoustic shadowing, and speckle noise, which make interpret...
Image Processing, Computer-Assisted Bone and Bones Deep Learning Ultrasonography Humans Databases, Factual
View on PubMed DOI

Vascular segmentation of functional ultrasound images using deep learning.

Computers in biology and medicine Jun 4, 2025
Segmentation of medical images is a fundamental task with numerous applications. While MRI, CT, and PET modalities have significantly benefited from deep learning segmentation techniques, more recent modalities, like functional ultrasound (fUS), have...
Brain Image Processing, Computer-Assisted Rats Cerebrovascular Circulation Animals Deep Learning Ultrasonography
View on PubMed DOI

Amortized template matching of molecular conformations from cryoelectron microscopy images using simulation-based inference.

Proceedings of the National Academy of Sciences of the United States of America Jun 4, 2025
Characterizing the conformational ensemble of biomolecular systems is key to understand their functions. Cryoelectron microscopy (cryo-EM) captures two-dimensional snapshots of biomolecular ensembles, giving in principle access to thermodynamics. How...
Models, Molecular Bayes Theorem Molecular Conformation Cryoelectron Microscopy Neural Networks, Computer Computer Simulation Deep Learning Image Processing, Computer-Assisted
View on PubMed DOI

Machine reading and recovery of colors for hemoglobin-related bioassays and bioimaging.

Science advances Jun 4, 2025
Despite advances in machine learning and computer vision for biomedical imaging, machine reading and learning of colors remain underexplored. Color consistency in computer vision, color constancy in human perception, and color accuracy in biomedical ...
Humans Neural Networks, Computer Machine Learning Algorithms Image Processing, Computer-Assisted Color Colorimetry Biological Assay Hemoglobins
View on PubMed DOI

Advancing prenatal healthcare by explainable AI enhanced fetal ultrasound image segmentation using U-Net++ with attention mechanisms.

Scientific reports Jun 4, 2025
Prenatal healthcare development requires accurate automated techniques for fetal ultrasound image segmentation. This approach allows standardized evaluation of fetal development by minimizing time-exhaustive processes that perform poorly due to human...
Algorithms Fetus Humans Ultrasonography, Prenatal Pregnancy Artificial Intelligence Prenatal Care Female Image Processing, Computer-Assisted
View on PubMed DOI

Deep learning based rapid X-ray fluorescence signal extraction and image reconstruction for preclinical benchtop X-ray fluorescence computed tomography applications.

Scientific reports Jun 4, 2025
Recent research advances have resulted in an experimental benchtop X-ray fluorescence computed tomography (XFCT) system that likely meets the imaging dose/scan time constraints for benchtop XFCT imaging of live mice injected with gold nanoparticles (...
Image Processing, Computer-Assisted Mice Gold Animals Neural Networks, Computer Deep Learning Tomography, X-Ray Computed Metal Nanoparticles Phantoms, Imaging
View on PubMed DOI

Digital removal of dermal denticle layer using geometric AI from 3D CT scans of shark craniofacial structures enhances anatomical precision.

Scientific reports Jun 4, 2025
Craniofacial morphometrics in sharks provide crucial insights into evolutionary history, geographical variation, sexual dimorphism, and developmental patterns. However, the fragile cartilaginous nature of shark craniofacial skeleton poses significant...
Skull Sharks Male Imaging, Three-Dimensional Image Processing, Computer-Assisted Female Animals Software Artificial Intelligence Algorithms Tomography, X-Ray Computed
View on PubMed DOI

Application of ConvNeXt with transfer learning and data augmentation for malaria parasite detection in resource-limited settings using microscopic images.

PloS one Jun 4, 2025
Malaria continues to be a severe health problem across the globe, especially within resource-limited areas which lack both skilled diagnostic personnel and diagnostic equipment. This study investigates the use of deep learning diagnosis for malaria t...
Humans Deep Learning Resource-Limited Settings Image Processing, Computer-Assisted Plasmodium falciparum Malaria Microscopy
View on PubMed DOI
Popular Topics
Recent Journals