AIMC Topic: Image Processing, Computer-Assisted

Clear Filters Showing 261 to 270 of 9578 articles

Improved food image recognition by leveraging deep learning and data-driven methods with an application to Central Asian Food Scene.

Scientific reports Apr 23, 2025
The burden of diet-related diseases is high in Central Asia. In recent years, the field of food computing has gained prominence due to advancements in computer vision (CV) and the increasing use of smartphones and social media. These technologies pro...
Food Deep Learning Humans Asia Image Processing, Computer-Assisted Algorithms
View on PubMed DOI

SegMatch: semi-supervised surgical instrument segmentation.

Scientific reports Apr 23, 2025
Surgical instrument segmentation is recognised as a key enabler in providing advanced surgical assistance and improving computer-assisted interventions. In this work, we propose SegMatch, a semi-supervised learning method to reduce the need for expen...
Robotic Surgical Procedures Humans Supervised Machine Learning Surgery, Computer-Assisted Algorithms Surgical Instruments Image Processing, Computer-Assisted Laparoscopy
View on PubMed DOI

Single Molecule Localization Super-resolution Dataset for Deep Learning with Paired Low-resolution Images.

Scientific data Apr 23, 2025
Deep learning super-resolution microscopy has advanced rapidly in recent years. Super-resolution images acquired by single molecule localization microscopy (SMLM) are ideal sources for high-quality datasets. However, the scarcity of public datasets l...
Deep Learning Image Processing, Computer-Assisted Endoplasmic Reticulum Microscopy, Fluorescence Single Molecule Imaging
View on PubMed DOI

HindwingLib: A library of leaf beetle hindwings generated by Stable Diffusion and ControlNet.

Scientific data Apr 23, 2025
The utilization of datasets from beetle hindwings is prevalent in research of morphology and evolution of beetles, serving as a valuable tool for comprehending the evolutionary processes and functional adaptations under specific environmental conditi...
Animals Image Processing, Computer-Assisted Coleoptera Wings, Animal Machine Learning
View on PubMed DOI

Intelligent identification method of origin for Alismatis Rhizoma based on image and machine learning.

Scientific reports Apr 23, 2025
Alismatis Rhizoma (AR) is widely utilized as a natural medicine across many Asian countries. However, in China, due to its complex origins, AR quality varies, which can affect clinical efficacy. Therefore, there is a need for a method that is both fa...
Support Vector Machine Rhizome China Image Processing, Computer-Assisted Neural Networks, Computer Machine Learning
View on PubMed DOI

Bald eagle-optimized transformer networks with temporal-spatial mid-level features for pancreatic tumor classification.

Biomedical physics & engineering express Apr 23, 2025
The classification and diagnosis of pancreatic tumors present significant challenges due to their inherent complexity and variability. Traditional methods often struggle to capture the dynamic nature of these tumors, highlighting the need for advance...
Algorithms Image Processing, Computer-Assisted Pancreatic Neoplasms Humans Neural Networks, Computer
View on PubMed DOI

Digital image processing combined with machine learning: A novel approach for bee pollen classification.

Food research international (Ottawa, Ont.) Apr 22, 2025
The classification of bee pollen is crucial for ensuring product authenticity, quality control, and fraud prevention, particularly given the high commercial value of stingless bee pot-pollen. Although traditional pollen analysis methods are available...
Image Processing, Computer-Assisted Discriminant Analysis Algorithms Animals Pollen Color Bees Machine Learning
View on PubMed DOI

SynMSE: A multimodal similarity evaluator for complex distribution discrepancy in unsupervised deformable multimodal medical image registration.

Medical image analysis Apr 22, 2025
Unsupervised deformable multimodal medical image registration often confronts complex scenarios, which include intermodality domain gaps, multi-organ anatomical heterogeneity, and physiological motion variability. These factors introduce substantial ...
Humans Magnetic Resonance Imaging Unsupervised Machine Learning Multimodal Imaging Image Interpretation, Computer-Assisted Algorithms Tomography, X-Ray Computed Brain Image Processing, Computer-Assisted
View on PubMed DOI

EfficientNet-Based Attention Residual U-Net With Guided Loss for Breast Tumor Segmentation in Ultrasound Images.

Ultrasound in medicine & biology Apr 22, 2025
OBJECTIVE: Breast cancer poses a major health concern for women globally. Effective segmentation of breast tumors for ultrasound images is crucial for early diagnosis and treatment. Conventional convolutional neural networks have shown promising resu...
Female Breast Neoplasms Humans Neural Networks, Computer Ultrasonography, Mammary Breast Image Interpretation, Computer-Assisted Convolutional Neural Networks Image Processing, Computer-Assisted
View on PubMed DOI

Deep learning based adaptive and automatic measurement of palpebral margin in eyelid morphology.

Scientific reports Apr 22, 2025
Accurate anatomical measurements of the eyelids are essential in periorbital plastic surgery for both disease treatment and procedural planning. Recent researches in eye diseases have adopted deep learning works to measure MRD. However, such works en...
Image Processing, Computer-Assisted Eyelids Algorithms Deep Learning Humans
View on PubMed DOI
Popular Topics
Recent Journals