Beyond Occlusion: In Search for Near Real-Time Explainability of CNN-Based Prostate Cancer Classification
Fuente:
arXiv
Guardado en:
| Autores principales: | Krebs, Martin, Obdržálek, Jan, Musil, Vít, Brázdil, Tomáš |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Explaining Digital Pathology Models via Clustering Activations
por: Bajger, Adam, et al.
Publicado: (2025)
por: Bajger, Adam, et al.
Publicado: (2025)
Weakly Supervised Multicenter Nancy Index Scoring in Ulcerative Colitis Using Foundation Models
por: Kukučka, Adam, et al.
Publicado: (2026)
por: Kukučka, Adam, et al.
Publicado: (2026)
LLEXICORP: End-user Explainability of Convolutional Neural Networks
por: Kůr, Vojtěch, et al.
Publicado: (2025)
por: Kůr, Vojtěch, et al.
Publicado: (2025)
LSP-DETR: Efficient and Scalable Nuclei Segmentation in Whole Slide Images
por: Pekár, Matěj, et al.
Publicado: (2026)
por: Pekár, Matěj, et al.
Publicado: (2026)
Skin Cancer Classification: Hybrid CNN-Transformer Models with KAN-Based Fusion
por: Agarwal, Shubhi, et al.
Publicado: (2025)
por: Agarwal, Shubhi, et al.
Publicado: (2025)
Enhancing CNN Classification with Lamarckian Memetic Algorithms and Local Search
por: Ghosh, Akhilbaran, et al.
Publicado: (2024)
por: Ghosh, Akhilbaran, et al.
Publicado: (2024)
IBO: Inpainting-Based Occlusion to Enhance Explainable Artificial Intelligence Evaluation in Histopathology
por: Afshar, Pardis, et al.
Publicado: (2024)
por: Afshar, Pardis, et al.
Publicado: (2024)
Learning Occlusion-Robust Vision Transformers for Real-Time UAV Tracking
por: Wu, You, et al.
Publicado: (2025)
por: Wu, You, et al.
Publicado: (2025)
Stacking-Enhanced Bagging Ensemble Learning for Breast Cancer Classification with CNN
por: Wu, Peihceng, et al.
Publicado: (2024)
por: Wu, Peihceng, et al.
Publicado: (2024)
Beyond the Beep: Scalable Collision Anticipation and Real-Time Explainability with BADAS-2.0
por: Goldshmidt, Roni, et al.
Publicado: (2026)
por: Goldshmidt, Roni, et al.
Publicado: (2026)
ProjectedEx: Enhancing Generation in Explainable AI for Prostate Cancer
por: Qi, Xuyin, et al.
Publicado: (2025)
por: Qi, Xuyin, et al.
Publicado: (2025)
Occlusion Robustness of CLIP for Military Vehicle Classification
por: van Woerden, Jan Erik, et al.
Publicado: (2025)
por: van Woerden, Jan Erik, et al.
Publicado: (2025)
Gaining Explainability from a CNN for Stereotype Detection Based on Mice Stopping Behavior
por: Silva, Raul Alfredo de Sousa, et al.
Publicado: (2024)
por: Silva, Raul Alfredo de Sousa, et al.
Publicado: (2024)
Optimized Custom CNN for Real-Time Tomato Leaf Disease Detection
por: Oni, Mangsura Kabir, et al.
Publicado: (2025)
por: Oni, Mangsura Kabir, et al.
Publicado: (2025)
SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time Segmentation
por: Xu, Zhengze, et al.
Publicado: (2023)
por: Xu, Zhengze, et al.
Publicado: (2023)
XMACNet: An Explainable Lightweight Attention based CNN with Multi Modal Fusion for Chili Disease Classification
por: Ray, Tapon Kumer, et al.
Publicado: (2026)
por: Ray, Tapon Kumer, et al.
Publicado: (2026)
Rethinking Occlusion in FER: A Semantic-Aware Perspective and Go Beyond
por: Zhai, Huiyu, et al.
Publicado: (2025)
por: Zhai, Huiyu, et al.
Publicado: (2025)
Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models
por: Liu, Zhaochen, et al.
Publicado: (2025)
por: Liu, Zhaochen, et al.
Publicado: (2025)
CNN-Based Classification of Persian Miniature Paintings from Five Renowned Schools
por: Shahi, Mojtaba, et al.
Publicado: (2024)
por: Shahi, Mojtaba, et al.
Publicado: (2024)
Classification of Tents in Street Bazaars Using CNN
por: Ibragimov, Azamat, et al.
Publicado: (2025)
por: Ibragimov, Azamat, et al.
Publicado: (2025)
Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection
por: Gilany, Mahdi, et al.
Publicado: (2024)
por: Gilany, Mahdi, et al.
Publicado: (2024)
From Explanations to Architecture: Explainability-Driven CNN Refinement for Brain Tumor Classification in MRI
por: Gupta, Rajan Das, et al.
Publicado: (2025)
por: Gupta, Rajan Das, et al.
Publicado: (2025)
Atmospheric Noise-Resilient Image Classification in a Real-World Scenario: Using Hybrid CNN and Pin-GTSVM
por: Mehendale, Shlok, et al.
Publicado: (2025)
por: Mehendale, Shlok, et al.
Publicado: (2025)
A CNN-Based Malaria Diagnosis from Blood Cell Images with SHAP and LIME Explainability
por: Abir, Md. Ismiel Hossen, et al.
Publicado: (2025)
por: Abir, Md. Ismiel Hossen, et al.
Publicado: (2025)
FastPoseCNN: Real-Time Monocular Category-Level Pose and Size Estimation Framework
por: Davalos, Eduardo, et al.
Publicado: (2024)
por: Davalos, Eduardo, et al.
Publicado: (2024)
Explainable Gait Abnormality Detection Using Dual-Dataset CNN-LSTM Models
por: Agarwal, Parth, et al.
Publicado: (2025)
por: Agarwal, Parth, et al.
Publicado: (2025)
OASIC: Occlusion-Agnostic and Severity-Informed Classification
por: Gijzen, Kay, et al.
Publicado: (2026)
por: Gijzen, Kay, et al.
Publicado: (2026)
Comparative Analysis and Ensemble Enhancement of Leading CNN Architectures for Breast Cancer Classification
por: Murphy, Gary, et al.
Publicado: (2024)
por: Murphy, Gary, et al.
Publicado: (2024)
A-MFST: Adaptive Multi-Flow Sparse Tracker for Real-Time Tissue Tracking Under Occlusion
por: Chen, Yuxin, et al.
Publicado: (2024)
por: Chen, Yuxin, et al.
Publicado: (2024)
Efficient Self-Supervised Grading of Prostate Cancer Pathology
por: Bhattacharyya, Riddhasree, et al.
Publicado: (2025)
por: Bhattacharyya, Riddhasree, et al.
Publicado: (2025)
Adaptive Prototype-based Interpretable Grading of Prostate Cancer
por: Bhattacharyya, Riddhasree, et al.
Publicado: (2026)
por: Bhattacharyya, Riddhasree, et al.
Publicado: (2026)
Artificial Intelligence-Assisted Prostate Cancer Diagnosis for Reduced Use of Immunohistochemistry
por: Blilie, Anders, et al.
Publicado: (2025)
por: Blilie, Anders, et al.
Publicado: (2025)
Real-Time Hand Gesture Recognition: Integrating Skeleton-Based Data Fusion and Multi-Stream CNN
por: Yusuf, Oluwaleke, et al.
Publicado: (2024)
por: Yusuf, Oluwaleke, et al.
Publicado: (2024)
Interpretable Network Visualizations: A Human-in-the-Loop Approach for Post-hoc Explainability of CNN-based Image Classification
por: Bianchi, Matteo, et al.
Publicado: (2024)
por: Bianchi, Matteo, et al.
Publicado: (2024)
HFS-TriNet: A Three-Branch Collaborative Feature Learning Network for Prostate Cancer Classification from TRUS Videos
por: Lu, Xu, et al.
Publicado: (2026)
por: Lu, Xu, et al.
Publicado: (2026)
ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints
por: Wu, Meiqi, et al.
Publicado: (2025)
por: Wu, Meiqi, et al.
Publicado: (2025)
Stable Diffusion-Based Approach for Human De-Occlusion
por: Noh, Seung Young, et al.
Publicado: (2025)
por: Noh, Seung Young, et al.
Publicado: (2025)
Real-Time Environment Condition Classification for Autonomous Vehicles
por: Introvigne, Marco, et al.
Publicado: (2024)
por: Introvigne, Marco, et al.
Publicado: (2024)
From CNN to CNN + RNN: Adapting Visualization Techniques for Time-Series Anomaly Detection
por: Poirier, Fabien
Publicado: (2024)
por: Poirier, Fabien
Publicado: (2024)
Objective Bicycle Occlusion Level Classification using a Deformable Parts-Based Model
por: Mangubat, Angelique, et al.
Publicado: (2025)
por: Mangubat, Angelique, et al.
Publicado: (2025)
Ejemplares similares
-
Explaining Digital Pathology Models via Clustering Activations
por: Bajger, Adam, et al.
Publicado: (2025) -
Weakly Supervised Multicenter Nancy Index Scoring in Ulcerative Colitis Using Foundation Models
por: Kukučka, Adam, et al.
Publicado: (2026) -
LLEXICORP: End-user Explainability of Convolutional Neural Networks
por: Kůr, Vojtěch, et al.
Publicado: (2025) -
LSP-DETR: Efficient and Scalable Nuclei Segmentation in Whole Slide Images
por: Pekár, Matěj, et al.
Publicado: (2026) -
Skin Cancer Classification: Hybrid CNN-Transformer Models with KAN-Based Fusion
por: Agarwal, Shubhi, et al.
Publicado: (2025)