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2026
Multi-task deep learning for bacilli detection and counting in sputum smear microscopy
Biomedical Signal Processing and Control
2025
NCT-CXR: Enhancing Pulmonary Abnormality Segmentation on Chest X-Rays Using Improved Coordinate Geometric Transformations
Journal of Imaging
2025
A Novel Pipeline for Adrenal Gland Segmentation: Integration of a Hybrid Post-Processing Technique with Deep Learning
Journal of Imaging Informatics in Medicine
2025
Editorial: Artificial intelligence in radiology and radiation oncology
Frontiers in Radiology
2025
Automatic Segmentation and Molecular Subtype Classification of Breast Cancer Using an MRI-based Deep Learning Framework
Radiology: Imaging Cancer
2025
An Integrated Deep Learning and Physics-Constrained Upscaling Workflow for Robust Permeability Prediction in Digital Rock Physics
SPE Journal
2025
Deep Learning-Based Analysis of X-Ray Images for Bone Fracture Detection Using Quantum Fourier Transform
SPIN
2025
2025 9th International Symposium on Innovative Approaches in Smart Technologies (ISAS)
2025
A fused power spectrum based feature selection to identify schizophrenia from EEG signals using deep learning models: an experimental study
Discover Applied Sciences
2025
BAG-Net: A Novel Architecture for Enhanced Medical Image Segmentation with Global Context Attention and Boundary Self-Attention
Symmetry
2025
Automated Pneumothorax Segmentation with a Spatial Prior Contrast Adapter
Applied Sciences
2025
2025 International Conference on Data Science and Business Systems (ICDSBS)
2025
Comparing UNet configurations for anthropogenic geomorphic feature extraction from land surface parameters
PLOS One
2025
Preliminary exploratory study on differential diagnosis between benign and malignant peripheral lung tumors: based on deep learning networks
Frontiers in Medicine
2025
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imaging
Biomedical Signal Processing and Control
2024
Exploring the role of Convolutional Neural Networks (CNN) in dental radiography segmentation: A comprehensive Systematic Literature Review
Engineering Applications of Artificial Intelligence
2024
2024 27th International Conference on Computer and Information Technology (ICCIT)
2024
A novel approach to macular edema detection: DeepLabv3+ segmentation and VGG with vision transformer classification
Automatika
2024
Image-based classification of wheat spikes by glume pubescence using convolutional neural networks
Frontiers in Plant Science
2024
Deep Learning-Based Classification and Semantic Segmentation of Lung Tuberculosis Lesions in Chest X-ray Images
Diagnostics
2024
Segmentation of Pneumothorax on Chest CTs Using Deep Learning Based on Unet-Resnet-50 Convolutional Neural Network Structure
European Journal of Therapeutics
2024
Apply a CNN-Based Ensemble Model to Chest-X Ray Image-Based Pneumonia Classification
Journal of Advances in Information Technology
2024
Deep learning-based quantification of osteonecrosis using magnetic resonance images in Gaucher disease
Bone
2024
Brain tumor segmentation using U-Net in conjunction with EfficientNet
PeerJ Computer Science
2024
Enhancing geotechnical damage detection with deep learning: a convolutional neural network approach
PeerJ Computer Science
2024
Multispectral Imaging-Based System for Detecting Tissue Oxygen Saturation With Wound Segmentation for Monitoring Wound Healing
IEEE Journal of Translational Engineering in Health and Medicine
2024
Enhancing medical image segmentation with a multi-transformer U-Net
PeerJ
2024
In Silico Clinical Trials for Cardiovascular Disease
2024
Exploring pretrained encoders for lung nodule segmentation task using LIDC-IDRI dataset
Multimedia Tools and Applications
2024
A Comprehensive Exploration of L-UNet Approach: Revolutionizing Medical Image Segmentation
IEEE Access
2024
Lecture Notes in Networks and Systems
2024
Deep learning for rapid analysis of cell divisions in vivo during epithelial morphogenesis and repair
eLife
2024
Weakly Supervised Deep Learning in Radiology
Radiology
2024
Lecture Notes in Networks and Systems
2024
2024 IEEE International Symposium on Biomedical Imaging (ISBI)
2024
2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI)
2024
Noise-induced modality-specific pretext learning for pediatric chest X-ray image classification
Frontiers in Artificial Intelligence
2024
Pneumothorax detection and segmentation from chest X-ray radiographs using a patch-based fully convolutional encoder-decoder network
Frontiers in Radiology
2024
2024 2nd International Conference on Artificial Intelligence and Machine Learning Applications Theme: Healthcare and Internet of Things (AIMLA)
2024
Automated pneumothorax segmentation and quantification algorithm based on deep learning
Intelligent Systems with Applications
2024
Proceedings of the 2024 9th International Conference on Intelligent Information Technology
2024
ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of Pneumothorax
Journal of Imaging Informatics in Medicine
2023
DENSE SWIN-UNET: DENSE SWIN TRANSFORMERS FOR SEMANTIC SEGMENTATION OF PNEUMOTHORAX IN CT IMAGES
Journal of Mechanics in Medicine and Biology
2023
2023 6th International Conference on Engineering Technology and its Applications (IICETA)
2023
Identification and diagnosis of mammographic malignant architectural distortion using a deep learning based mask regional convolutional neural network
Frontiers in Oncology
2023
Medical Image Segmentation Using Automatic Optimized U-Net Architecture Based on Genetic Algorithm
Journal of Personalized Medicine
2023
Improving OCT Image Segmentation of Retinal Layers by Utilizing a Machine Learning Based Multistage System of Stacked Multiscale Encoders and Decoders
Bioengineering
2023
Deep learning models for multilabel ECG abnormalities classification: A comparative study using TPE optimization
Journal of Intelligent Systems
2023
Cognitive Science and Technology
2023
Automatic pulmonary artery-vein separation in CT images using a twin-pipe network and topology reconstruction
PeerJ Computer Science
2023
Neural network application for assessing thyroid-associated orbitopathy activity using orbital computed tomography
Scientific Reports
2023
A multi-output network with U-net enhanced class activation map and robust classification performance for medical imaging analysis
Discover Artificial Intelligence
2023
2023 IEEE 24th International Conference on Information Reuse and Integration for Data Science (IRI)
2023
Lecture Notes in Networks and Systems
2023
Assessing the Impact of Image Resolution on Deep Learning for TB Lesion Segmentation on Frontal Chest X-rays
Diagnostics
2023
Breast Cancer Segmentation from Ultrasound Images Using ResNext-based U-Net Model
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
2023
2023 18th International Conference on Machine Vision and Applications (MVA)
2023
Proceedings of the 2023 8th International Conference on Intelligent Information Technology
2023
E-learningDJUST: E-learning dataset from Jordan university of science and technology toward investigating the impact of COVID-19 pandemic on education
Neural Computing and Applications
2023
A New Model of Organizing Mass Screening Based on Stand-Alone Artificial Intelligence Used for Fluorography Image Triage
ЗДОРОВЬЕ НАСЕЛЕНИЯ И СРЕДА ОБИТАНИЯ - ЗНиСО / PUBLIC HEALTH AND LIFE ENVIRONMENT
2023
Deep learning for pneumothorax diagnosis: a systematic review and meta-analysis
European Respiratory Review
2023
2023 IEEE Symposium Series on Computational Intelligence (SSCI)
2023
Contour extraction of medical images using an attention-based network
Biomedical Signal Processing and Control
2023
Deep learning to predict esophageal variceal bleeding based on endoscopic images
Journal of International Medical Research
2023
Smart IoMT-based segmentation of coronavirus infections using lung CT scans
Alexandria Engineering Journal
2023
2023 9th International Conference on Advanced Computing and Communication Systems (ICACCS)
2023
Predicting the efficacy of non-steroidal anti-inflammatory drugs in migraine using deep learning and three-dimensional T1-weighted images
iScience
2023
Development and Validation of Deep Learning Models for the Multiclassification of Reflux Esophagitis Based on the Los Angeles Classification
Journal of Healthcare Engineering
2023
Automatic and efficient pneumothorax segmentation from CT images using EFA-Net with feature alignment function
Scientific Reports
2023
Enhancing 3D Lung Infection Segmentation with 2D U-Shaped Deep Learning Variants
Applied Sciences
2022
Use of semantic segmentation for mapping Sargassum on beaches
PeerJ
2022
Attention UW-Net: A fully connected model for automatic segmentation and annotation of chest X-ray
Computers in Biology and Medicine
2022
A Systematic Evaluation of Ensemble Learning Methods for Fine-Grained Semantic Segmentation of Tuberculosis-Consistent Lesions in Chest Radiographs
Bioengineering
2022
Fully Convolutional Network for the Semantic Segmentation of Medical Images: A Survey
Diagnostics
2022
2022 13th International Conference on Information and Communication Systems (ICICS)
2022
Arrhythmia Classification Algorithm Based on a Two-Dimensional Image and Modified EfficientNet
Computational Intelligence and Neuroscience
2022
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
2022
Automatic measurement of acidity from roasted coffee beans images using efficient deep learning
Journal of Food Process Engineering
2022
Improving radiographic triaging of COVID-19 patients using artificial intelligence
Cancer Research, Statistics, and Treatment
2022
2022 International Conference on Data Analytics for Business and Industry (ICDABI)
2022
2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)
2022
Improving radiographic triaging of COVID-19 patients using artificial intelligence
Cancer Research, Statistics, and Treatment
2022
Automated Multimodal Machine Learning for Esophageal Variceal Bleeding Prediction Based on Endoscopy and Structured Data
Journal of Digital Imaging
2022
Ultrasound image denoising using generative adversarial networks with residual dense connectivity and weighted joint loss
PeerJ Computer Science
2022
Lecture Notes in Computer Science
2022
2022 13th International Conference on Information and Communication Systems (ICICS)
2022
Automatic Detection of Liver Cancer Using Hybrid Pre-Trained Models
Sensors
2022
DERİN ÖĞRENME VE GÖRÜNTÜ İŞLEME YÖNTEMLERİNİ KULLANARAK GÖĞÜS X-IŞINI GÖRÜNTÜLERİNDEN AKCİĞER BÖLGESİNİ TESPİT ETME
International Journal of 3D Printing Technologies and Digital Industry
2021
2021 Advanced Communication Technologies and Signal Processing (ACTS)
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