AIMC Topic: Image Processing, Computer-Assisted

Clear Filters Showing 421 to 430 of 9585 articles

Fine-tuned deep learning models for early detection and classification of kidney conditions in CT imaging.

Scientific reports Mar 28, 2025
The kidney plays a vital role in maintaining homeostasis, but lifestyle factors and diseases can lead to kidney failures. Early detection of kidney disease is crucial for effective intervention, often challenging due to unnoticeable symptoms in the i...
Kidney Diseases Early Diagnosis Kidney Neoplasms Deep Learning Humans Image Processing, Computer-Assisted Kidney Neural Networks, Computer Tomography, X-Ray Computed
View on PubMed DOI

Diffusion MRI GAN synthesizing fibre orientation distribution data using generative adversarial networks.

Communications biology Mar 28, 2025
Machine learning may enhance clinical data analysis but requires large amounts of training data, which are scarce for rare pathologies. While generative neural network models can create realistic synthetic data such as 3D MRI volumes and, thus, augme...
Humans Image Processing, Computer-Assisted Neural Networks, Computer Machine Learning Connectome Brain Diffusion Magnetic Resonance Imaging
View on PubMed DOI

Comparative Assessment of Manual Segmentation of Cerebral Infarction Lesions in Experimental Animals Based on Magnetic Resonance Imaging Using Artificial Intelligence.

Bulletin of experimental biology and medicine Mar 28, 2025
The aim of this study was to evaluate the quality of manual segmentation of cerebral infarction lesions in experimental animals with modeled brain infarct based on magnetic resonance imaging compared to an automated artificial intelligence approach. ...
Animals Disease Models, Animal Artificial Intelligence Male Rats Cerebral Infarction Image Processing, Computer-Assisted Brain Magnetic Resonance Imaging Reproducibility of Results
View on PubMed DOI

Deep Learning-Based Auto-Segmentation for Liver Yttrium-90 Selective Internal Radiation Therapy.

Technology in cancer research & treatment Mar 28, 2025
The aim was to evaluate a deep learning-based auto-segmentation method for liver delineation in Y-90 selective internal radiation therapy (SIRT). A deep learning (DL)-based liver segmentation model using the U-Net3D architecture was built. Auto-segme...
Image Processing, Computer-Assisted Yttrium Radioisotopes Humans Tomography, X-Ray Computed Liver Radiotherapy Planning, Computer-Assisted Deep Learning Algorithms Liver Neoplasms
View on PubMed DOI

Efficient annotation bootstrapping for cell identification in follicular lymphoma.

Computer methods and programs in biomedicine Mar 27, 2025
BACKGROUND AND OBJECTIVE: In the medical field of digital pathology, many tasks rely on visual assessments of tissue patterns or cells, presenting an opportunity to apply computer vision methods. However, acquiring a substantial number of annotations...
Deep Learning Humans Algorithms Image Processing, Computer-Assisted Lymphoma, Follicular
View on PubMed DOI

Toward Accurate Deep Learning-Based Prediction of Ki67, ER, PR, and HER2 Status From H&E-Stained Breast Cancer Images.

Applied immunohistochemistry & molecular morphology : AIMM Mar 27, 2025
Despite improvements in machine learning algorithms applied to digital pathology, only moderate accuracy, to predict molecular information from histology alone, has been achieved so far. One of the obstacles is the lack of large data sets to properly...
Breast Neoplasms Biomarkers, Tumor Deep Learning Humans Female Immunohistochemistry Receptor, ErbB-2 Receptors, Estrogen Image Processing, Computer-Assisted Staining and Labeling Receptors, Progesterone Ki-67 Antigen
View on PubMed DOI

Multimodal medical image fusion combining saliency perception and generative adversarial network.

Scientific reports Mar 27, 2025
Multimodal medical image fusion is crucial for enhancing diagnostic accuracy by integrating complementary information from different imaging modalities. Current fusion techniques face challenges in effectively combining heterogeneous features while p...
Multimodal Imaging Image Interpretation, Computer-Assisted Humans Neural Networks, Computer Deep Learning Image Processing, Computer-Assisted Algorithms
View on PubMed DOI

Artificial intelligence for sustainable farming with dual branch convolutional graph attention networks in rice leaf disease detection.

Scientific reports Mar 27, 2025
Rice is susceptible to various diseases, including brown spot, hispa, leaf smut, bacterial leaf blight, and leaf blast, all of which can negatively impact crop yields. Current disease detection methods encounter several challenges, such as reliance o...
Image Processing, Computer-Assisted Agriculture Oryza Plant Diseases Plant Leaves Neural Networks, Computer Artificial Intelligence Deep Learning
View on PubMed DOI

Enhancing registration accuracy and eminence of multispectral transmission breast images by fusing multi-wavelength gen using vision transformer and LSTM.

Scientific reports Mar 26, 2025
Enduring studies in the field of early breast cancer screening are investigating the use of multispectral transmission imaging. The frame accumulation system handles multispectral transmission images with deprived grayscale and unsatisfactory resolut...
Signal-To-Noise Ratio Breast Neoplasms Deep Learning Early Detection of Cancer Humans Breast Algorithms Image Processing, Computer-Assisted Female
View on PubMed DOI

High precision banana variety identification using vision transformer based feature extraction and support vector machine.

Scientific reports Mar 26, 2025
Bananas, renowned for their delightful flavor, exceptional nutritional value, and digestibility, are among the most widely consumed fruits globally. The advent of advanced image processing, computer vision, and deep learning (DL) techniques has revol...
Image Processing, Computer-Assisted Support Vector Machine Fruit Deep Learning Musa
View on PubMed DOI
Popular Topics
Recent Journals