مقالات حوزه «_ Deep learning»

Analysis and Prediction of Software Bugs Using Deep Learning Models and Code Dependency Graphs

Software bug prediction aims to automatically identify code modules likely to contain defects, improving quality and reducing testing costs Tradition…

A Unified Algebraic-Geometric Framework for Analyzing Neural Network Weight Tensors: Theory, Structural Properties, and the Algebraic Tensor Complexity Index (ATCI)

Deep neural networks rely on high dimensional tensors that encode the parameters of convolutional filters, fully connected layers, and attention mech…

Artificial intelligence for preterm brith prediction and management: review

Artificial Intelligence in Embryo Selection: A New Paradigm for Assisted Reproduction

Background: Embryo selection is critical to IVF success Traditional morphological assessment is limited by subjectivity AI and deep learning offer a…

Unsupervised Artifact Removal and Signal Reconstruction from ECoG (iEEG) Signals using CNN-LSTM

Electrocorticography ECoG signals, acquired by placing electrode grids directly on the cortical surface, have gained increasing importance in applica…

Deep Learning-Based Demand Forecasting for Blood Supply Systems: A Case Study Using LSTM Networks

Accurate demand forecasting plays a critical role in blood supply chain management due to the perishable nature of blood products and uncertainty in…

Design of Integrated Electronic Monitoring and Officiating Systems Using Modern Imaging Technologies

Given the importance of increasing accuracy and speed in sports monitoring and officiating processes, this study focuses on the design and developmen…

Application Of Artificial Intelligence In MRI Image Processing For Accurate Brain Tumor Diagnosis

Unsupervised Artifact Removal and Signal Reconstruction from ECoG (iEEG) Signals using Bidirectional LSTM

Electrocorticography ECoG signals, acquired by placing electrode grids directly on the cortical surface, have gained increasing importance in applica…

Exploring Deep Learning of English Vocabulary Acquisition from Mobile Learning Environment

Application of Deep Neural Networks in Predicting Stem Cell Fate Based on Time-Lapse Imaging Data

The determination of stem cell fate is a fundamental process in developmental biology that governs tissue formation and homeostasis Traditionally, id…

A Comprehensive Review of Federated Learning in Edge and IoT Environments: Architectures, Challenges, Security, and Future Directions

From Brain Tumors to Lesions: Cross-Domain U-Net Transfer Learning for MS Segmentation with Limited MRI Data

The scarcity of open access medical datasets in the field of Multiple Sclerosis MS poses a major challenge for training deep neural networks, which t…

Automatic Weld Defect Detection Using YOLOV8 for Real-Time Inspection

Visual inspection of welds in many production lines faces limitations such as being time consuming, dependence on inspector expertise, and sensitivit…

A Dual-Stage State-Space Attention Framework for Real-Time DDoS Attack Detection on the CIC-DDoS2019 Dataset

A Review on Prediction and Intelligent Detection of Weld Defects Using Deep Learning: Transition from Traditional Inspection to Data-Driven Automated Systems

Artificial intelligence, particularly deep learning, is revolutionizing welding and nondestructive testing NDT This systematic review analyzes 85 key…

DEEP LEARNING-BASED WOUND IMAGE SEGMENTATION: A COMPREHENSIVE REVIEW OF METHODS, ARCHITECTURES, AND CHALLENGES

A Data-Driven Health Indicator-Based Predictive Maintenance Framework for Enhancing Sustainability in Smart Logistics Systems: A Case Study of Strategic Equipment at Imam Khomeini Port

AI-Assisted Ultrastructural Analysis in Transmission Electron Microscopy for Veterinary Diagnostics: A Comprehensive Review