Cover Image

Dual-View Pyramid Pooling in Deep Neural Networks for Improved Medical Image Classification and Confidence Calibration

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Xiaoqing, Nie, Qiushi, Xiao, Zunjie, Zhao, Jilu, Wu, Xiao, Guo, Pengxin, Li, Runzhi, Liu, Jin, Wei, Yanjie, Pan, Yi
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning
by: Zhang, Xiaoqing, et al.
Published: (2023)

Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification
by: Wu, Xiao, et al.
Published: (2025)

MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation
by: Xiao, Zunjie, et al.
Published: (2024)

Adaptive Confidence-Wise Loss for Improved Lens Structure Segmentation in AS-OCT
by: Xiao, Zunjie, et al.
Published: (2025)

Efficient Pyramid Channel Attention Network for Pathological Myopia Recognition
by: Zhang, Xiaoqing, et al.
Published: (2023)

Medical Image Registration and Its Application in Retinal Images: A Review
by: Nie, Qiushi, et al.
Published: (2024)

Pathology Context Recalibration Network for Ocular Disease Recognition
by: Xiao, Zunjie, et al.
Published: (2025)

CAD: Confidence-Aware Adaptive Displacement for Semi-Supervised Medical Image Segmentation
by: Xiao, Wenbo, et al.
Published: (2025)

Pyramid Attention Network for Medical Image Registration
by: Wang, Zhuoyuan, et al.
Published: (2024)

AutoCrack: Deep Transformer With Pyramid Pooling for Autonomous Pavement Crack Identification
by: V. S. Anoop, et al.
Published: (2026)

Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration
by: Pan, Li, et al.
Published: (2025)

VL-Calibration: Decoupled Confidence Calibration for Large Vision-Language Models Reasoning
by: Xiao, Wenyi, et al.
Published: (2026)

PHPQ: Pyramid Hybrid Pooling Quantization for Efficient Fine-Grained Image Retrieval
by: Zeng, Ziyun, et al.
Published: (2021)

LLHA-Net: A Hierarchical Attention Network for Two-View Correspondence Learning
by: Lin, Shuyuan, et al.
Published: (2025)

Hybridization of Attention UNet with Repeated Atrous Spatial Pyramid Pooling for Improved Brain Tumour Segmentation
by: Chowdhury, Satyaki Roy, et al.
Published: (2025)

J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation
by: Nizam, Marzia Binta, et al.
Published: (2024)

Pyramid Hierarchical Masked Diffusion Model for Imaging Synthesis
by: Xiao, Xiaojiao, et al.
Published: (2025)

iPEAR: Iterative Pyramid Estimation with Attention and Residuals for Deformable Medical Image Registration
by: Wu, Heming, et al.
Published: (2025)

Comprehensive Analysis of Network Robustness Evaluation Based on Convolutional Neural Networks with Spatial Pyramid Pooling
by: Jiang, Wenjun, et al.
Published: (2023)

Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging
by: Bougourzi, Fares, et al.
Published: (2024)

Classifier Ensemble for Efficient Uncertainty Calibration of Deep Neural Networks for Image Classification
by: Schulze, Michael, et al.
Published: (2025)

Pyramid Hierarchical Transformer for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)

Interpretable Deep Learning Framework for Improved Disease Classification in Medical Imaging
by: Borah, Jutika, et al.
Published: (2025)

Social stigmas in Food: A Source of Socio-political Conflict
by: Jilu Jose Devasia
Published: (2018)

Enhancing Deep Learning–Based Subabdominal MR Image Segmentation During Rectal Cancer Treatment: Exploiting Multiscale Feature Pyramid Network and Bidirectional Cross‐Attention Mechanism
by: Yu Xiao, et al.
Published: (2025)

Performance Estimation in Binary Classification Using Calibrated Confidence
by: Kivimäki, Juhani, et al.
Published: (2025)

Calibration Feedback With the Practical Scoring Rule Does Not Improve Calibration of Confidence
by: Matthew Martin, et al.
Published: (2024)

Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models
by: Zhao, Xinran, et al.
Published: (2024)

Improving Predictive Confidence in Medical Imaging via Online Label Smoothing
by: Choudhury, Kushan, et al.
Published: (2025)

Fact-Level Confidence Calibration and Self-Correction
by: Yuan, Yige, et al.
Published: (2024)

PEMUTA: Pedagogically-Enriched Multi-Granular Undergraduate Thesis Assessment
by: Zhang, Jialu, et al.
Published: (2025)

Why not Collaborative Filtering in Dual View? Bridging Sparse and Dense Models
by: Guo, Hanze, et al.
Published: (2026)

Global Feature Pyramid Network
by: Xiao, Weilin, et al.
Published: (2023)

Socrates Loss: Unifying Confidence Calibration and Classification by Leveraging the Unknown
by: Gómez-Gálvez, Sandra, et al.
Published: (2026)

An Improved Graph Pooling Network for Skeleton-Based Action Recognition
by: Wu, Cong, et al.
Published: (2024)

Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions
by: Jin, Cheng, et al.
Published: (2023)

Towards Trustworthy Report Generation: A Deep Research Agent with Progressive Confidence Estimation and Calibration
by: Yuan, Yi, et al.
Published: (2026)

PPMamba: A Pyramid Pooling Local Auxiliary SSM-Based Model for Remote Sensing Image Semantic Segmentation
by: Hu, Yin, et al.
Published: (2024)

Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation
by: Zhu, Shengqian, et al.
Published: (2025)

Object-Level Verbalized Confidence Calibration in Vision-Language Models via Semantic Perturbation
by: Zhao, Yunpu, et al.
Published: (2025)