| 1 | A Deep Learning Approach for Beamforming and Contrast Enhancement of Ultrasound Images in Monostatic Synthetic Aperture Imaging: A Proofof-Concept | | | |
| 2 | A Deep Learning Approach for Fear Recognition on the Edge Based on Two-Dimensional Feature Maps | | | |
| 3 | A Deep Learning Approach to Estimate Multi-Level Mental Stress From EEG Using Serious Games | | | |
| 4 | A Deep Learning Based Induced GNSS Spoof Detection Framework | | | |
| 5 | A Development of a Sound Recognition-Based Cardiopulmonary Resuscitation Training System | | | |
| 6 | A Learnable Counter-Condition Analysis Framework for Functional Connectivity-Based Neurological Disorder Diagnosis | | | |
| 7 | A Monocular Variable Magnifications 3D Laparoscope System Using Double Liquid Lenses | | | |
| 8 | A Novel Three-Dimensional Direction-of-Arrival Estimation Approach Using a Deep Convolutional Neural Network | | | |
| 9 | A Survey on Offline Reinforcement Learning: Taxonomy, Review, and Open Problems | | | |
| 10 | A Survey on Reconfigurable Intelligent Surface for Physical Layer ecurity of Next-Generation Wireless Communications | | | |
| 11 | A Transformer-Based Knowledge Distillation Network for Cortical Cataract Grading | | | |
| 12 | Accelerating Neural ODEs Using Model Order Reduction | | | |
| 13 | ACERAC: Efficient Reinforcement Learning in Fine Time Discretization | | | |
| 14 | Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques | | | |
| 15 | Advanced Learning Technologies for Intelligent Transportation Systems: Prospects and Challenges | | | |
| 16 | An Epileptic EEG Detection Method Based on Data Augmentation and Lightweight Neural Network | | | |
| 17 | An Introduction to Adversarially Robust Deep Learning | | | |
| 18 | An Overview of Data Integration in Neuroscience With Focus on Alzheimer’s Disease | | | |
| 19 | Analysis of a Deep Learning Model for 12-Lead ECG Classification Reveals Learned Features Similar to Diagnostic Criteria | | | |
| 20 | Attention Feature Fusion Network via Knowledge Propagation for Automated Respiratory Sound Classification | | | |
| 21 | Bad and Good Errors: Value-Weighted Skill Scores in Deep Ensemble Learning | | | |
| 22 | BeatProfiler: Multimodal In Vitro Analysis of Cardiac Function Enables Machine Learning Classification of Diseases and Drugs | | | |
| 23 | Benefits From Different Modes of Slow and Deep Breathing on Vagal Modulation | | | |
| 24 | BucketAugment: Reinforced Domain Generalisation in Abdominal CT Segmentation | | | |
| 25 | Capacitated Shortest Path Tour-Based Service Chaining Adaptive to Changes of Service Demand and Network Topology | | | |
| 26 | Center-Focused Affinity Loss for Class Imbalance Histology Image Classification | | | |
| 27 | Chronic Wound Image Augmentation and Assessment Using SemiSupervised Progressive Multi-Granularity EfficientNet | | | |
| 28 | CLADSI: Deep Continual Learning for Alzheimer’s Disease Stage Identification Using Accelerometer Data | | | |
| 29 | Combining Lyapunov Optimization and Deep Reinforcement Learning for D2D Assisted Heterogeneous Collaborative Edge Caching | | | |
| 30 | Contrastive Transfer Learning for Prediction of Adverse Events in Hospitalized Patients | | | |
| 31 | Deep Conditional Generative Adversarial Networks for Efficient Channel Estimation in AmBC Systems | | | |
| 32 | Deep Ensemble Learning With Pruning for DDoS Attack Detection in IoT Networks | | | |
| 33 | Deep Learning for Radio Resource Allocation Under DoS Attack | | | |
| 34 | Deep Learning for Retrospective Motion Correction in MRI: A Comprehensive Review | | | |
| 35 | Deep Learning-Based Glucose Prediction Models: A Guide for Practitioners and a Curated Dataset for Improved Diabetes Management | | | |
| 36 | Deep Learning-Based, Multiclass Approach to Cancer Classification on Liquid Biopsy Data | | | |
| 37 | Deep Reinforcement Learning Assisted UAV Path Planning Relying on Cumulative Reward Mode and Region Segmentation | | | |
| 38 | Deep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs | | | |
| 39 | Deep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs | | | |
| 40 | Deep Representation Learning With Sample Generation and Augmented Attention Module for Imbalanced ECG Classification | | | |
| 41 | Deep Tensor Spectral Clustering Network via Ensemble of Multiple Affinity Tensors | | | |
| 42 | DeepHealthNet: Adolescent Obesity Prediction System Based on a Deep Learning Framework | | | |
| 43 | Dependency-Aware Dynamic Task Offloading Based on Deep Reinforcement Learning in Mobile-Edge Computing | | | |
| 44 | EAG-RS: A Novel Explainability-Guided ROI-Selection Framework for ASD Diagnosis via Inter-Regional Relation Learning | | | |
| 45 | Efficient Quantum Image Classification Using Single Qubit Encoding | | | |
| 46 | ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting | | | |
| 47 | Face Generation and Editing With StyleGAN: A Survey | | | |
| 48 | Fast Context Adaptation in Cost-Aware Continual Learning | | | |
| 49 | FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images | | | |
| 50 | FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource-Constrained Devices Using Divide and Collaborative Training | | | |
| 51 | Fetal-BET: Brain Extraction Tool for Fetal MRI | | | |
| 52 | FetSAM: Advanced Segmentation Techniques for Fetal Head Biometrics in Ultrasound Imagery | | | |
| 53 | From Clustering to Cluster Explanations via Neural Networks | | | |
| 54 | From Scalp to Ear-EEG: A Generalizable Transfer Learning Model for Automatic Sleep Scoring in Older People | | | |
| 55 | GAN-Based Evasion Attack in Filtered Multicarrier Waveforms Systems | | | |
| 56 | Gastric Section Correlation Network for Gastric Precancerous Lesion Diagnosis | | | |
| 57 | GMILT: A Novel Transformer Network That Can Noninvasively Predict EGFR Mutation Status | | | |
| 58 | Hierarchical Reinforcement Learning for Multi-Layer Multi-Service NonTerrestrial Vehicular Edge Computing | | | |
| 59 | Human Versus Machine Intelligence: Assessing Natural Language Generation Models Through Complex Systems Theory | | | |
| 60 | Identification of Congenital Valvular Murmurs in Young Patients Using Deep Learning-Based Attention Transformers and Phonocardiograms | | | |
| 61 | Identifying Biases in a Multicenter MRI Database for Parkinson’s Disease Classification: Is the Disease Classifier a Secret Site Classifier | | | |
| 62 | Improving Generalization of ML-Based IDS With Lifecycle-Based Dataset, Auto-Learning Features, and Deep Learning | | | |
| 63 | Intelligent Electrocardiogram Acquisition Via Ubiquitous Photoplethysmography Monitoring | | | |
| 64 | Introducing SPINE: A Holistic Approach to Synthetic Pulmonary Imaging Evaluation Through End-to-End Data and Model Management | | | |
| 65 | LAFIT: Efficient and Reliable Evaluation of Adversarial Defenses With Latent Features | | | |
| 66 | Learning End-to-End Hybrid Precoding for Multi-User mmWave Mobile System With GNNs | | | |
| 67 | Learning Random Access Schemes for Massive Machine-Type Communication With MARL | | | |
| 68 | LogFiT: Log Anomaly Detection Using Fine-Tuned Language Models | | | |
| 69 | Lymphocyte-Infiltrated Periportal Region Detection With StructurallyRefined Deep Portal Segmentation and Heterogeneous Infiltration Features | | | |
| 70 | Machine Learning Analysis of Human Skin by Optoacoustic Mesoscopy for Automated Extraction of Psoriasis and Aging Biomarkers | | | |
| 71 | Masked Modeling-Based Ultrasound Image Classification via SelfSupervised Learning | | | |
| 72 | Moving Beyond Simulation: Data-Driven Quantitative Photoacoustic Imaging Using Tissue-Mimicking Phantoms | | | |
| 73 | Multi-Agent Double Deep Q-Learning for Fairness in Multiple-Access Underlay Cognitive Radio Networks | | | |
| 74 | Multi-Label Contrastive Learning for Abstract Visual Reasoning | | | |
| 75 | Multimodal Emotion Recognition Based on Facial Expressions, Speech, and EEG | | | |
| 76 | Multivariate Time Series Characterization and Forecasting of VoIP Traffic in Real Mobile Networks | | | |
| 77 | NeoSSNet: Real-Time Neonatal Chest Sound Separation Using Deep Learning | | | |
| 78 | Physical Layer Spoof Detection and Authentication for IoT Devices Using Deep Learning Methods | | | |
| 79 | Physically Meaningful Surrogate Data for COPD | | | |
| 80 | Precision and Robust Models on Healthcare Institution Federated Learning for Predicting HCC on Portal Venous CT Images | | | |
| 81 | Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery | | | |
| 82 | PseudoCell: Hard Negative Mining as Pseudo Labeling for Deep LearningBased Centroblast Cell Detection | | | |
| 83 | Realize Generative Yet Complete Latent Representation for Incomplete Multi-View Learning | | | |
| 84 | RNN Based Channel Estimation in Doubly Selective Environments | | | |
| 85 | Robust Network Slicing: Multi-Agent Policies, Adversarial Attacks, and Defensive Strategies | | | |
| 86 | Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction: A Multi-Dataset Study | | | |
| 87 | SICNN: Soft Interference Cancellation Inspired Neural Network Equalizers | | | |
| 88 | Significance Tests of Feature Relevance for a Black-Box Learner | | | |
| 89 | Simulation-Aided Handover Prediction From Video Using Recurrent Image-to-Motion Networks | | | |
| 90 | Sparse Deep Neural Network for Encoding and Decoding the Structural Connectome | | | |
| 91 | Synthetic Optical Coherence Tomography Angiographs for Detailed Retinal Vessel Segmentation Without Human Annotations | | | |
| 92 | Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records | | | |
| 93 | TBCA: Prediction of Transcription Factor Binding Sites Using a Deep Neural Network With Lightweight Attention Mechanism | | | |
| 94 | Temporal Action Localization in the Deep Learning Era: A Survey | | | |
| 95 | The Latent Doctor Model for Modeling Inter-Observer Variability | | | |
| 96 | Towards an AI-Based Objective Prognostic Model for Quantifying Wound Healing | | | |
| 97 | Transformer-Based Spatio-Temporal Analysis for Classification of Aortic Stenosis Severity From Echocardiography Cine Series | | | |
| 98 | UKSSL: Underlying Knowledge Based Semi-Supervised Learning for Medical Image Classification | | | |
| 99 | Uncertainty Estimation in Unsupervised MR-CT Synthesis of Scoliotic Spines | | | |
| 100 | Weakly-Supervised Segmentation-Based Quantitative Characterization of Pulmonary Cavity Lesions in CT Scans | | | |
