AIMC Topic: Deep Learning

Clear Filters Showing 291 to 300 of 26025 articles

Detection of Pulmonary Nodules on Ultra-low Dose Chest Computed Tomography With Deep-learning Image Reconstruction Algorithm.

Journal of thoracic imaging May 1, 2025
PURPOSE: To evaluate the accuracy of ultra-low dose (ULD) chest computed tomography (CT), with a radiation exposure equivalent to a 2-view chest x-ray, for pulmonary nodule detection using deep learning image reconstruction (DLIR).
Prospective Studies Tomography, X-Ray Computed Female Humans Algorithms Sensitivity and Specificity Cross-Sectional Studies Male Aged Aged, 80 and over Adult Solitary Pulmonary Nodule Radiographic Image Interpretation, Computer-Assisted Radiation Dosage Radiography, Thoracic Deep Learning Lung Neoplasms Multiple Pulmonary Nodules Middle Aged Lung
View on PubMed DOI

From Nuclear Receptors to GPCRs: a Deep Transfer Learning Approach for Enhanced Environmental Estrogen Recognition.

Environmental science & technology Apr 30, 2025
Environmental estrogens (EEs), as typical endocrine-disrupting chemicals (EDCs), can bind to classic estrogen receptors (ERs) to induce genomic effects, as well as to G protein-coupled estrogen receptor (GPER) located on the membrane, thereby inducin...
Humans Deep Learning Ligands Endocrine Disruptors Receptors, Estrogen Receptors, Cytoplasmic and Nuclear Estrogens Receptors, G-Protein-Coupled
View on PubMed DOI

AdptDilatedGCN: Protein-ligand binding affinity prediction based on multi-scale interaction fusion mechanism and dilated GCN.

International journal of biological macromolecules Apr 30, 2025
Predicting protein-ligand binding affinity is crucial for drug discovery. However, existing prediction methods often make insufficient use of the features of proteins and ligands, lack interactions between different information, and have difficulty i...
Computational Biology Deep Learning Proteins Protein Binding Ligands
View on PubMed DOI

Massive experimental quantification allows interpretable deep learning of protein aggregation.

Science advances Apr 30, 2025
Protein aggregation is a pathological hallmark of more than 50 human diseases and a major problem for biotechnology. Methods have been proposed to predict aggregation from sequence, but these have been trained and evaluated on small and biased experi...
Neural Networks, Computer Deep Learning Computational Biology Proteins Protein Aggregates Humans
View on PubMed DOI

MSRP-TODNet: a multi-scale reinforced region wise analyser for tiny object detection.

BMC research notes Apr 30, 2025
OBJECTIVE: Detecting small, faraway objects in real-time surveillance is challenging due to limited pixel representation, affecting classifier performance. Deep Learning (DL) techniques generate feature maps to enhance detection, but conventional met...
Image Processing, Computer-Assisted Algorithms Deep Learning
View on PubMed DOI

Evaluation of deliverable artificial intelligence-based automated volumetric arc radiation therapy planning for whole pelvic radiation in gynecologic cancer.

Scientific reports Apr 30, 2025
This study aimed to develop a deep learning (DL)-based deliverable whole pelvic volumetric arc radiation therapy (VMAT) for patients with gynecologic cancer using a prototype DL-based automated planning support system, named RatoGuide, to evaluate it...
Radiotherapy, Intensity-Modulated Female Deep Learning Genital Neoplasms, Female Pelvis Radiotherapy Dosage Humans Organs at Risk Artificial Intelligence Radiotherapy Planning, Computer-Assisted
View on PubMed DOI

Deep learning-based classification of coronary arteries and left ventricle using multimodal data for autonomous protocol selection or adjustment in angiography.

Scientific reports Apr 30, 2025
Optimal selection of X-ray imaging parameters is crucial in coronary angiography and structural cardiac procedures to ensure optimal image quality and minimize radiation exposure. These anatomydependent parameters are organized into customizable orga...
Humans Algorithms Heart Ventricles Coronary Vessels Deep Learning Female Image Processing, Computer-Assisted Coronary Angiography Male Middle Aged
View on PubMed DOI

Effective reduction of unnecessary biopsies through a deep-learning-assisted aggressive prostate cancer detector.

Scientific reports Apr 30, 2025
Despite being one of the most prevalent cancers, prostate cancer (PCa) shows a significantly high survival rate, provided there is timely detection and treatment. Currently, several screening and diagnostic tests are required to be carried out in ord...
Prostatic Neoplasms Prostate-Specific Antigen Neoplasm Grading Biopsy Unnecessary Procedures Humans Male Deep Learning Multiparametric Magnetic Resonance Imaging
View on PubMed DOI

A hybrid deep learning framework for early detection of diabetic retinopathy using retinal fundus images.

Scientific reports Apr 30, 2025
Recent advancements in deep learning have significantly impacted medical image processing domain, enabling sophisticated and accurate diagnostic tools. This paper presents a novel hybrid deep learning framework that combines convolutional neural netw...
Image Processing, Computer-Assisted Fundus Oculi Retina Early Diagnosis Diabetic Retinopathy Humans Neural Networks, Computer Deep Learning
View on PubMed DOI

A digital photography dataset for Vaccinia Virus plaque quantification using Deep Learning.

Scientific data Apr 30, 2025
Virological plaque assay is the major method of detecting and quantifying infectious viruses in research and diagnostic samples. Furthermore, viral plaque phenotypes contain information about the life cycle and spreading mechanism of the virus formin...
Viral Plaque Assay Vaccinia virus Datasets as Topic Photography Deep Learning Image Processing, Computer-Assisted
View on PubMed DOI
Popular Topics
Recent Journals