AIMC Topic: Deep Learning

Clear Filters Showing 19781 to 19790 of 28423 articles

AK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks.

International journal of molecular sciences Nov 10, 2020
Accurate prediction of the binding affinity of a protein-ligand complex is essential for efficient and successful rational drug design. Therefore, many binding affinity prediction methods have been developed. In recent years, since deep learning tech...
Ligands Databases, Protein Drug Discovery Molecular Dynamics Simulation Deep Learning Molecular Docking Simulation Computer-Aided Design User-Computer Interface Drug Design Protein Binding Proteins Humans Neural Networks, Computer
View on PubMed DOI

Automated conservation assessment of the orchid family with deep learning.

Conservation biology : the journal of the Society for Conservation Biology Nov 9, 2020
International Union for Conservation of Nature (IUCN) Red List assessments are essential for prioritizing conservation needs but are resource intensive and therefore available only for a fraction of global species richness. Automated conservation ass...
Asia, Southeastern Extinction, Biological Africa, Eastern Madagascar Animals Deep Learning Endangered Species Biodiversity Conservation of Natural Resources Orchidaceae
View on PubMed DOI

Intelligent difficulty scoring and assistance system for endoscopic extraction of common bile duct stones based on deep learning: multicenter study.

Endoscopy Nov 9, 2020
BACKGROUND: The study aimed to construct an intelligent difficulty scoring and assistance system (DSAS) for endoscopic retrograde cholangiopancreatography (ERCP) treatment of common bile duct (CBD) stones.
Humans Gallstones Common Bile Duct Sphincterotomy, Endoscopic Deep Learning Treatment Outcome Cholangiopancreatography, Endoscopic Retrograde
View on PubMed DOI

Automatic Segmentation Using Deep Learning to Enable Online Dose Optimization During Adaptive Radiation Therapy of Cervical Cancer.

International journal of radiation oncology, biology, physics Nov 9, 2020
PURPOSE: This study investigated deep learning models for automatic segmentation to support the development of daily online dose optimization strategies, eliminating the need for internal target volume expansions and thereby reducing toxicity events ...
Radiotherapy Dosage Humans Retrospective Studies Deep Learning Tomography, X-Ray Computed Radiotherapy Planning, Computer-Assisted Female Observer Variation Uterine Cervical Neoplasms
View on PubMed DOI

Deep learning in deep time.

Proceedings of the National Academy of Sciences of the United States of America Nov 9, 2020
Pollen Fossils Neural Networks, Computer Deep Learning Microscopy
View on PubMed DOI

Clinically applicable Gleason grading (GD) system for prostate cancer based on deep learning.

Chinese medical journal Nov 9, 2020
Neoplasm Grading Biopsy Prostatectomy Male Deep Learning Prostatic Neoplasms Humans
View on PubMed DOI

Diagnostic accuracy of deep-learning with anomaly detection for a small amount of imbalanced data: discriminating malignant parotid tumors in MRI.

Scientific reports Nov 9, 2020
We hypothesized that, in discrimination between benign and malignant parotid gland tumors, high diagnostic accuracy could be obtained with a small amount of imbalanced data when anomaly detection (AD) was combined with deep leaning (DL) model and the...
Humans Parotid Neoplasms Deep Learning Retrospective Studies Magnetic Resonance Imaging Female Male Parotid Gland
View on PubMed DOI

A fast and fully-automated deep-learning approach for accurate hemorrhage segmentation and volume quantification in non-contrast whole-head CT.

Scientific reports Nov 9, 2020
This project aimed to develop and evaluate a fast and fully-automated deep-learning method applying convolutional neural networks with deep supervision (CNN-DS) for accurate hematoma segmentation and volume quantification in computed tomography (CT) ...
Head Intracranial Hemorrhages Middle Aged Deep Learning Humans Female Tomography, X-Ray Computed Aged Male
View on PubMed DOI

Prediction of age and brachial-ankle pulse-wave velocity using ultra-wide-field pseudo-color images by deep learning.

Scientific reports Nov 9, 2020
This study examined whether age and brachial-ankle pulse-wave velocity (baPWV) can be predicted with ultra-wide-field pseudo-color (UWPC) images using deep learning (DL). We examined 170 UWPC images of both eyes of 85 participants (40 men and 45 wome...
Pulse Wave Analysis Ankle Brachial Index Color Perception Deep Learning Hypertension Female Aged Adult Male Middle Aged Humans
View on PubMed DOI

DeepCryoPicker: fully automated deep neural network for single protein particle picking in cryo-EM.

BMC bioinformatics Nov 9, 2020
BACKGROUND: Cryo-electron microscopy (Cryo-EM) is widely used in the determination of the three-dimensional (3D) structures of macromolecules. Particle picking from 2D micrographs remains a challenging early step in the Cryo-EM pipeline due to the di...
Deep Learning Automation Cryoelectron Microscopy Cluster Analysis Proteins
View on PubMed DOI
Popular Topics
Recent Journals