Deep learning
Branch of machine learning
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📌 Topics
- Artificial Intelligence (6)
- Medical Imaging (3)
- Deep Learning (3)
- Computer Vision (2)
- Medical AI (2)
- Machine Learning (2)
- Explainable AI (2)
- Data Clustering (1)
- Image Processing (1)
- Cancer Diagnosis (1)
- Artificial Intelligence in Medicine (1)
- Computational Pathology (1)
🏷️ Keywords
Deep Learning (12) · Deep learning (4) · Explainable AI (4) · Medical Imaging (2) · Machine Learning (2) · Artificial Intelligence (2) · Multi-view clustering (1) · Heterogeneous noise (1) · Quality-aware framework (1) · Information bottleneck (1) · Computer vision (1) · HARU-Net (1) · Cone-Beam Computed Tomography (1) · Edge-Preserving Denoising (1) · Medical Image Processing (1) · Low-Dose Imaging (1) · Hybrid Attention Transformer (1) · Diagnostic Quality (1) · Renal Tumor Malignancy Prediction (1) · 3D CT Imaging (1)
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📰 Related News (16)
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🇺🇸 Quality-Aware Robust Multi-View Clustering for Heterogeneous Observation Noise
arXiv:2602.22568v1 Announce Type: cross Abstract: Deep multi-view clustering has achieved remarkable progress but remains vulnerable to complex noise...
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🇺🇸 HARU-Net: Hybrid Attention Residual U-Net for Edge-Preserving Denoising in Cone-Beam Computed Tomography
arXiv:2602.22544v1 Announce Type: cross Abstract: Cone-beam computed tomography (CBCT) is widely used in dental and maxillofacial imaging, but low-do...
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🇺🇸 Enhancing Renal Tumor Malignancy Prediction: Deep Learning with Automatic 3D CT Organ Focused Attention
arXiv:2602.22381v1 Announce Type: cross Abstract: Accurate prediction of malignancy in renal tumors is crucial for informing clinical decisions and o...
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🇺🇸 Enabling clinical use of foundation models in histopathology
arXiv:2602.22347v1 Announce Type: cross Abstract: Foundation models in histopathology are expected to facilitate the development of high-performing a...
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🇺🇸 CryoNet.Refine: A One-step Diffusion Model for Rapid Refinement of Structural Models with Cryo-EM Density Map Restraints
arXiv:2602.22263v1 Announce Type: cross Abstract: High-resolution structure determination by cryo-electron microscopy (cryo-EM) requires the accurate...
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🇺🇸 Survey on Neural Routing Solvers
arXiv:2602.21761v1 Announce Type: cross Abstract: Neural routing solvers (NRSs) that leverage deep learning to tackle vehicle routing problems have d...
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🇺🇸 FlexMS is a flexible framework for benchmarking deep learning-based mass spectrum prediction tools in metabolomics
arXiv:2602.22822v1 Announce Type: new Abstract: The identification and property prediction of chemical molecules is of central importance in the adva...
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🇺🇸 Knob: A Physics-Inspired Gating Interface for Interpretable and Controllable Neural Dynamics
arXiv:2602.22702v1 Announce Type: new Abstract: Existing neural network calibration methods often treat calibration as a static, post-hoc optimizatio...
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🇺🇸 EKF-Based Depth Camera and Deep Learning Fusion for UAV-Person Distance Estimation and Following in SAR Operations
arXiv:2602.20958v1 Announce Type: cross Abstract: Search and rescue (SAR) operations require rapid responses to save lives or property. Unmanned Aeri...
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🇺🇸 Voices of the Mountains: Deep Learning-Based Vocal Error Detection System for Kurdish Maqams
arXiv:2602.20744v1 Announce Type: cross Abstract: Maqam, a singing type, is a significant component of Kurdish music. A maqam singer receives trainin...
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🇺🇸 XMorph: Explainable Brain Tumor Analysis Via LLM-Assisted Hybrid Deep Intelligence
arXiv:2602.21178v1 Announce Type: cross Abstract: Deep learning has significantly advanced automated brain tumor diagnosis, yet clinical adoption rem...
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🇺🇸 Elimination-compensation pruning for fully-connected neural networks
arXiv:2602.20467v1 Announce Type: cross Abstract: The unmatched ability of Deep Neural Networks in capturing complex patterns in large and noisy data...
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🇺🇸 Batch-CAM: Introduction to better reasoning in convolutional deep learning models
arXiv:2510.00664v2 Announce Type: replace Abstract: Deep learning opacity often impedes deployment in high-stakes domains. We propose a training fram...
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🇺🇸 EXCODER: EXplainable Classification Of DiscretE time series Representations
arXiv:2602.13087v1 Announce Type: cross Abstract: Deep learning has significantly improved time series classification, yet the lack of explainability...
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🇺🇸 Deep-Learning Atlas Registration for Melanoma Brain Metastases: Preserving Pathology While Enabling Cohort-Level Analyses
arXiv:2602.12933v1 Announce Type: cross Abstract: Melanoma brain metastases (MBM) are common and spatially heterogeneous lesions, complicating cohort...
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🇺🇸 A Lightweight and Explainable DenseNet-121 Framework for Grape Leaf Disease Classification
arXiv:2602.12484v1 Announce Type: cross Abstract: Grapes are among the most economically and culturally significant fruits on a global scale, and tab...
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Explainable artificial intelligence · 3 shared articles
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Medical imaging · 2 shared articles -
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Applications of artificial intelligence · 1 shared articles
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Plant pathology · 1 shared articles -
Unmanned aerial vehicle · 1 shared articles -
Search and rescue · 1 shared articles -
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Computer vision · 1 shared articles
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Vehicle routing problem · 1 shared articles -
Metabolomics · 1 shared articles -
Mass spectrometry · 1 shared articles