AIMC Topic: Deep Learning

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A deep learning framework for gender sensitive speech emotion recognition based on MFCC feature selection and SHAP analysis.

Scientific reports Aug 5, 2025
Speech is one of the most efficient methods of communication among humans, inspiring advancements in machine speech processing under Natural Language Processing (NLP). This field aims to enable computers to analyze, comprehend, and generate human lan...
Neural Networks, Computer Algorithms Female Male Deep Learning Speech Humans Emotions Natural Language Processing
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PreMode predicts mode-of-action of missense variants by deep graph representation learning of protein sequence and structural context.

Nature communications Aug 5, 2025
Accurate prediction of the functional impact of missense variants is important for disease gene discovery, clinical genetic diagnostics, therapeutic strategies, and protein engineering. Previous efforts have focused on predicting a binary pathogenici...
Computational Biology Humans Proteins Neural Networks, Computer Amino Acid Sequence Deep Learning Protein Conformation Mutation, Missense
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Retinal image-based disease classification using hybrid deep architecture with improved image features.

International ophthalmology Aug 5, 2025
OBJECTIVE: Ophthalmologists use retinal fundus imaging as a useful tool to diagnose retinal issues. Recently, research on machine learning has concentrated on disease diagnosis. However, disease detection is less accurate, more likely to be misidenti...
Fundus Oculi Retina Retinal Diseases Deep Learning Image Processing, Computer-Assisted Humans Neural Networks, Computer
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Automated classification of skeletal malocclusion in German orthodontic patients.

Clinical oral investigations Aug 5, 2025
OBJECTIVES: Precisely diagnosing skeletal class is mandatory for correct orthodontic treatment. Artificial intelligence (AI) could increase efficiency during diagnostics and contribute to automated workflows. So far, no AI-driven process can differen...
Machine Learning Prospective Studies Female Humans Neural Networks, Computer Artificial Intelligence Child Cephalometry Germany Male Malocclusion Adult Deep Learning Cross-Sectional Studies Adolescent
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AI-driven framework for automated detection of kidney stones in CT images: integration of deep learning architectures and transformers.

Biomedical physics & engineering express Aug 5, 2025
. Kidney stones, a prevalent urological condition, associated with acute pain requires prompt and precise diagnosis for optimal therapeutic intervention. While computed tomography (CT) imaging remains the definitive diagnostic modality, manual interp...
Image Processing, Computer-Assisted Algorithms Humans Radiographic Image Interpretation, Computer-Assisted Tomography, X-Ray Computed Kidney Calculi Artificial Intelligence Deep Learning
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A lightweight hybrid DL model for multi-class chest x-ray classification for pulmonary diseases.

Biomedical physics & engineering express Aug 5, 2025
Pulmonary diseases have become one of the main reasons for people's health decline, impacting millions of people worldwide. Rapid advancement of deep learning has significantly impacted medical image analysis by improving diagnostic accuracy and effi...
SARS-CoV-2 Radiographic Image Interpretation, Computer-Assisted COVID-19 Lung Image Processing, Computer-Assisted Lung Diseases Deep Learning Algorithms Support Vector Machine Radiography, Thoracic Humans Pneumonia Neural Networks, Computer Machine Learning
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Leveraging deep learning for the detection of socially desirable tendencies in personnel selection: A proof-of-concept.

PloS one Aug 5, 2025
We propose a deep learning-based method for detecting Socially Desirable Responding (SDR)-the tendency for individuals to distort questionnaire responses to present themselves in a favorable light. Our objective is to showcase that such novel methods...
Surveys and Questionnaires Personality Proof of Concept Study Personnel Selection Adult Male Deep Learning Female Young Adult Humans
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A lightweight YOLOv8-based model for gastric cancer detection.

Computers in biology and medicine Aug 4, 2025
Recent research on deep learning-based gastric cancer detection has demonstrated high performance, with capabilities comparable to or exceeding those of medical professionals. However, the performance of deep learning models depends on the performanc...
Deep Learning Stomach Neoplasms Diagnosis, Computer-Assisted Humans Algorithms
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GAN and LSTM-based collaborative tremor classification approach for next generation healthcare system.

Computers in biology and medicine Aug 4, 2025
PURPOSE: To adopt different deep learning (DL) techniques for Essential tremor (ET) and Parkinson's tremor (PST) classification, a collaborative approach to address the misdiagnosis of healthy and PSD patients based on ET and PST's frequency patterns...
Humans Neural Networks, Computer Parkinson Disease Tremor Essential Tremor Female Male Deep Learning
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A Molecular Representation Learning Model Based on Multidimensional Joint and Cross-Learning for Drug-Drug Interaction Prediction.

Journal of chemical information and modeling Aug 4, 2025
Drug-drug interactions (DDIs) present significant challenges within clinical pharmacology, as they can impact therapeutic outcomes, especially given the growing prevalence of polypharmacy. Traditional methods for the clinical validation of DDIs typic...
Deep Learning Drug Interactions Humans Machine Learning
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