AIMC Topic: Deep Learning

Clear Filters Showing 801 to 810 of 26366 articles

3D Hyperspectral Data Analysis with Spatially Aware Deep Learning for Diagnostic Applications.

Analytical chemistry Apr 3, 2025
Nowadays, with the rise of artificial intelligence (AI), deep learning algorithms play an increasingly important role in various traditional fields of research. Recently, these algorithms have already spread into data analysis for Raman spectroscopy....
Spectrum Analysis, Raman Neural Networks, Computer Algorithms Deep Learning Humans Imaging, Three-Dimensional Colorectal Neoplasms
View on PubMed DOI

Application of Deep Learning to Predict the Persistence, Bioaccumulation, and Toxicity of Pharmaceuticals.

Journal of chemical information and modeling Apr 3, 2025
This study investigates the application of a deep learning (DL) model, specifically a message-passing neural network (MPNN) implemented through Chemprop, to predict the persistence, bioaccumulation, and toxicity (PBT) characteristics of compounds, wi...
Neural Networks, Computer Drug Discovery Deep Learning Humans Pharmaceutical Preparations
View on PubMed DOI

ErgoReport: A Holistic Posture Assessment Framework Based on Inertial Data and Deep Learning.

Sensors (Basel, Switzerland) Apr 3, 2025
Awkward postures are a significant contributor to work-related musculoskeletal disorders (WRMSDs), which represent great social and economic burdens. Various posture assessment tools assess WRMSD risk but fall short in providing an elucidating risk b...
Deep Learning Posture Ergonomics Humans Musculoskeletal Diseases Biomechanical Phenomena Adult Male Female
View on PubMed DOI

Finger Vein Recognition Based on Unsupervised Spiking Convolutional Neural Network with Adaptive Firing Threshold.

Sensors (Basel, Switzerland) Apr 3, 2025
Currently, finger vein recognition (FVR) stands as a pioneering biometric technology, with convolutional neural networks (CNNs) and Transformers, among other advanced deep neural networks (DNNs), consistently pushing the boundaries of recognition acc...
Deep Learning Humans Fingers Convolutional Neural Networks Veins Neural Networks, Computer Support Vector Machine Algorithms Action Potentials Neurons
View on PubMed DOI

Deep learning assisted retinal microvasculature assessment and cerebral small vessel disease in Fabry disease.

Orphanet journal of rare diseases Apr 3, 2025
PURPOSE: The aim of this study was to assess retinal microvascular parameters (RMPs) in Fabry disease (FD) using deep learning, and analyze the correlation with brain lesions related to cerebral small vessel disease (CSVD).
Case-Control Studies Deep Learning Retinal Vessels Adult Humans Cerebral Small Vessel Diseases Microvessels Male Retrospective Studies Magnetic Resonance Imaging Fabry Disease Middle Aged Female
View on PubMed DOI

CausalCervixNet: convolutional neural networks with causal insight (CICNN) in cervical cancer cell classification-leveraging deep learning models for enhanced diagnostic accuracy.

BMC cancer Apr 3, 2025
Cervical cancer is a significant global health issue affecting women worldwide, necessitating prompt detection and effective management. According to the World Health Organization (WHO), approximately 660,000 new cases of cervical cancer and 350,000 ...
Uterine Cervical Neoplasms Deep Learning Early Detection of Cancer Convolutional Neural Networks Humans Neural Networks, Computer Female
View on PubMed DOI

An enhanced CNN-Bi-transformer based framework for detection of neurological illnesses through neurocardiac data fusion.

Scientific reports Apr 3, 2025
Classical approaches to diagnosis frequently rely on self-reported symptoms or clinician observations, which can make it difficult to examine mental health illnesses due to their subjective and complicated nature. In this work, we offer an innovative...
Deep Learning Electrocardiography Nervous System Diseases Electroencephalography Female Adult Male Neural Networks, Computer Mental Disorders Humans
View on PubMed DOI

CodonTransformer: a multispecies codon optimizer using context-aware neural networks.

Nature communications Apr 3, 2025
Degeneracy in the genetic code allows many possible DNA sequences to encode the same protein. Optimizing codon usage within a sequence to meet organism-specific preferences faces combinatorial explosion. Nevertheless, natural sequences optimized thro...
Algorithms Deep Learning Codon Neural Networks, Computer Software Genetic Code Codon Usage Humans
View on PubMed DOI

GCN-BBB: Deep Learning Blood-Brain Barrier (BBB) Permeability PharmacoAnalytics with Graph Convolutional Neural (GCN) Network.

The AAPS journal Apr 3, 2025
The Blood-Brain Barrier (BBB) is a selective barrier between the Central Nervous System (CNS) and the peripheral system, regulating the distribution of molecules. BBB permeability has been crucial in CNS-targeting drug development, such as glioblasto...
Humans Neural Networks, Computer Algorithms Central Nervous System Agents Permeability Blood-Brain Barrier Deep Learning
View on PubMed DOI

CTUSurv: A Cell-Aware Transformer-Based Network With Uncertainty for Survival Prediction Using Whole Slide Images.

IEEE transactions on medical imaging Apr 3, 2025
Image-based survival prediction through deep learning techniques represents a burgeoning frontier aimed at augmenting the diagnostic capabilities of pathologists. However, directly applying existing deep learning models to survival prediction may not...
Deep Learning Image Interpretation, Computer-Assisted Uncertainty Humans Algorithms
View on PubMed DOI
Popular Topics
Recent Journals