Cover Image

Implementing Trust in Non-Small Cell Lung Cancer Diagnosis with a Conformalized Uncertainty-Aware AI Framework in Whole-Slide Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Xiaoge, Wang, Tao, Yan, Chao, Najdawi, Fedaa, Zhou, Kai, Ma, Yuan, Cheung, Yiu-ming, Malin, Bradley A.
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Cell Maps Representation For Lung Adenocarcinoma Growth Patterns Classification In Whole Slide Images
by: Al-Rubaian, Arwa, et al.
Published: (2023)

DPsurv: Dual-Prototype Evidential Fusion for Uncertainty-Aware and Interpretable Whole-Slide Image Survival Prediction
by: Xing, Yucheng, et al.
Published: (2025)

Multi-modal Medical Image Fusion For Non-Small Cell Lung Cancer Classification
by: Hassan, Salma, et al.
Published: (2024)

End-to-end Multi-source Visual Prompt Tuning for Survival Analysis in Whole Slide Images
by: Qiu, Zhongwei, et al.
Published: (2024)

Tissue Artifact Segmentation and Severity Analysis for Automated Diagnosis Using Whole Slide Images
by: Himel, Galib Muhammad Shahriar
Published: (2024)

CONRep: Uncertainty-Aware Vision-Language Report Drafting Using Conformal Prediction
by: Elyassirad, Danial, et al.
Published: (2026)

Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide Images
by: Wang, Zhikang, et al.
Published: (2024)

Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning
by: Fischer, Maximilian, et al.
Published: (2025)

Segment Any Tumour: An Uncertainty-Aware Vision Foundation Model for Whole-Body Analysis
by: Peiris, Himashi, et al.
Published: (2025)

Whole Slide Image Classification of Salivary Gland Tumours
by: Charlton, John, et al.
Published: (2024)

AINet: Anchor Instances Learning for Regional Heterogeneity in Whole Slide Image
by: Zheng, Tingting, et al.
Published: (2026)

Magnification-Aware Distillation (MAD): A Self-Supervised Framework for Unified Representation Learning in Gigapixel Whole-Slide Images
by: Gokmen, Mahmut S., et al.
Published: (2025)

QuST: QuPath Extension for Integrative Whole Slide Image and Spatial Transcriptomics Analysis
by: Huang, Chao-Hui, et al.
Published: (2024)

Optimizing Lymphocyte Detection in Breast Cancer Whole Slide Imaging through Data-Centric Strategies
by: Marzouki, Amine, et al.
Published: (2024)

Measuring and Predicting Where and When Pathologists Focus their Visual Attention while Grading Whole Slide Images of Cancer
by: Chakraborty, Souradeep, et al.
Published: (2025)

Doctor-in-the-Loop: An Explainable, Multi-View Deep Learning Framework for Predicting Pathological Response in Non-Small Cell Lung Cancer
by: Caragliano, Alice Natalina, et al.
Published: (2025)

Multi-Cohort Framework with Cohort-Aware Attention and Adversarial Mutual-Information Minimization for Whole Slide Image Classification
by: Peled, Sharon, et al.
Published: (2024)

Improving Lung Cancer Diagnosis and Survival Prediction with Deep Learning and CT Imaging
by: Wang, Xiawei, et al.
Published: (2024)

PathRWKV: Enhancing Whole Slide Image Inference with Asymmetric Recurrent Modeling
by: Zhang, Tianyi, et al.
Published: (2025)

A General Pipeline for Glomerulus Whole-Slide Image Segmentation
by: Cap, Quan Huu
Published: (2024)

Vision Transformers with Autoencoders and Explainable AI for Cancer Patient Risk Stratification Using Whole Slide Imaging
by: Hussein, Ahmad, et al.
Published: (2025)

Unleashing the Infinity Power of Geometry: A Novel Geometry-Aware Transformer (GOAT) for Whole Slide Histopathology Image Analysis
by: Liu, Mingxin, et al.
Published: (2024)

Distilling High Diagnostic Value Patches for Whole Slide Image Classification Using Attention Mechanism
by: Nan, Tianhang, et al.
Published: (2024)

Cross-Slice Attention and Evidential Critical Loss for Uncertainty-Aware Prostate Cancer Detection
by: Hung, Alex Ling Yu, et al.
Published: (2024)

Whole Slide Concepts: A Supervised Foundation Model For Pathological Images
by: Nicke, Till, et al.
Published: (2025)

WISE: A Framework for Gigapixel Whole-Slide-Image Lossless Compression
by: Mao, Yu, et al.
Published: (2025)

Semantic Segmentation Based Quality Control of Histopathology Whole Slide Images
by: Patil, Abhijeet, et al.
Published: (2024)

Benchmarking Histopathology Foundation Models for Ovarian Cancer Bevacizumab Treatment Response Prediction from Whole Slide Images
by: Mallya, Mayur, et al.
Published: (2024)

A Narrative Review on Large AI Models in Lung Cancer Screening, Diagnosis, and Treatment Planning
by: Zhong, Jiachen, et al.
Published: (2025)

Cross-modality Attention-based Multimodal Fusion for Non-small Cell Lung Cancer (NSCLC) Patient Survival Prediction
by: Deng, Ruining, et al.
Published: (2023)

Multimodal Whole Slide Foundation Model for Pathology
by: Ding, Tong, et al.
Published: (2024)

Integrative Graph-Transformer Framework for Histopathology Whole Slide Image Representation and Classification
by: Shi, Zhan, et al.
Published: (2024)

PySpatial: A High-Speed Whole Slide Image Pathomics Toolkit
by: Yang, Yuechen, et al.
Published: (2025)

Efficient Quality Control of Whole Slide Pathology Images with Human-in-the-loop Training
by: Patil, Abhijeet, et al.
Published: (2024)

FedWSIDD: Federated Whole Slide Image Classification via Dataset Distillation
by: Jin, Haolong, et al.
Published: (2025)

Dual Attention Model with Reinforcement Learning for Classification of Histology Whole-Slide Images
by: Raza, Manahil, et al.
Published: (2023)

Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images
by: Jiang, Songhan, et al.
Published: (2024)

Reducing Histopathology Slide Magnification Improves the Accuracy and Speed of Ovarian Cancer Subtyping
by: Breen, Jack, et al.
Published: (2023)

Automated Quality Evaluation of Cervical Cytopathology Whole Slide Images Based on Content Analysis
by: Kang, Lanlan, et al.
Published: (2025)

Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images
by: Shui, Zhongyi, et al.
Published: (2025)