Cover Image

Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fuster, Saul, Khoraminia, Farbod, Silva-Rodríguez, Julio, Kiraz, Umay, van Leenders, Geert J. L. H., Eftestøl, Trygve, Naranjo, Valery, Janssen, Emiel A. M., Zuiverloon, Tahlita C. M., Engan, Kjersti
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

NMGrad: Advancing Histopathological Bladder Cancer Grading with Weakly Supervised Deep Learning
by: Fuster, Saul, et al.
Published: (2024)

Equipping Computational Pathology Systems with Artifact Processing Pipelines: A Showcase for Computation and Performance Trade-offs
by: Kanwal, Neel, et al.
Published: (2024)

Enhancing Whole Slide Image Classification through Supervised Contrastive Domain Adaptation
by: Carretero, Ilán, et al.
Published: (2024)

Can Local Vision-Language Models improve Activity Recognition over Vision Transformers? -- Case Study on Newborn Resuscitation
by: Guerriero, Enrico, et al.
Published: (2026)

Nottingham prognostic x (NPx): a risk stratification tool in ER‐positive HER2‐negative breast cancer: a validation study
by: Ayat G Lashen, et al.
Published: (2024)

Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision
by: Qu, Linhao, et al.
Published: (2025)

DSAGL: Dual-Stream Attention-Guided Learning for Weakly Supervised Whole Slide Image Classification
by: Cao, Daoxi, et al.
Published: (2025)

FHRFormer: A Self-Supervised Masked Transformer Framework for Fetal Heart Rate Time-Series Inpainting and Forecasting
by: Engan, Kjersti, et al.
Published: (2026)

Beyond Core and Penumbra: Bi-Temporal Image-Driven Stroke Evolution Analysis
by: Rahman, Md Sazidur, et al.
Published: (2026)

AI-Based Thermal Video Analysis in Privacy-Preserving Healthcare: A Case Study on Detecting Time of Birth
by: García-Torres, Jorge, et al.
Published: (2025)

HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images
by: Mansoori, Mobina, et al.
Published: (2024)

Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification
by: Sun, Susu, et al.
Published: (2025)

SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images
by: Song, Yicheng, et al.
Published: (2025)

On undesired emergent behaviors in compound prostate cancer detection systems
by: Rolfsnes, Erlend Sortland, et al.
Published: (2023)

PriCE: Privacy-Preserving and Cost-Effective Scheduling for Parallelizing the Large Medical Image Processing Workflow over Hybrid Clouds
by: Wang, Yuandou, et al.
Published: (2024)

Building Trust in Healthcare with Privacy Techniques: Blockchain in the Cloud
by: Catak, Ferhat Ozgur, et al.
Published: (2025)

Towards Privacy-, Budget-, and Deadline-Aware Service Optimization for Large Medical Image Processing across Hybrid Clouds
by: Wang, Yuandou, et al.
Published: (2024)

Diagnostic yield of OCT3 /4 reflex testing in testicular biopsy
by: Roselyne Choiniere, et al.
Published: (2026)

Dynamic Residual Encoding with Slide-Level Contrastive Learning for End-to-End Whole Slide Image Representation
by: Jin, Jing, et al.
Published: (2025)

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

PD-L1 Classification of Weakly-Labeled Whole Slide Images of Breast Cancer
by: Cignoni, Giacomo, et al.
Published: (2024)

4D pathology: translating dynamic epithelial tubulogenesis to prostate cancer pathology
by: Hridya Harikumar, et al.
Published: (2024)

Democratising Pathology Co-Pilots: An Open Pipeline and Dataset for Whole-Slide Vision-Language Modelling
by: Moonemans, Sander, et al.
Published: (2025)

Advancing Newborn Care: Precise Birth Time Detection Using AI-Driven Thermal Imaging with Adaptive Normalization
by: García-Torres, Jorge, et al.
Published: (2024)

Two-Stream Thermal Imaging Fusion for Enhanced Time of Birth Detection in Neonatal Care
by: García-Torres, Jorge, et al.
Published: (2025)

FHRFormer: A Self-supervised Transformer Approach for Fetal Heart Rate Inpainting and Forecasting
by: Engan, Kjersti, et al.
Published: (2025)

PC-MIL: Decoupling Feature Resolution from Supervision Scale in Whole-Slide Learning
by: Ahmed, Syed Fahim, et al.
Published: (2026)

Foundation Models for Slide-level Cancer Subtyping in Digital Pathology
by: Meseguer, Pablo, et al.
Published: (2024)

Contrastive Cross-Bag Augmentation for Multiple Instance Learning-based Whole Slide Image Classification
by: Zhang, Bo, et al.
Published: (2025)

Mechanisms of Skeletal Muscle Mass Regulation and Muscle Memory
by: Kristian Gundersen, et al.
Published: (2026)

Weakly Supervised Contrastive Learning for Histopathology Patch Embeddings
by: Zhang, Bodong, et al.
Published: (2026)

Contrastive Prompt Clustering for Weakly Supervised Semantic Segmentation
by: Wu, Wangyu, et al.
Published: (2025)

Adaptive Patch Contrast for Weakly Supervised Semantic Segmentation
by: Wu, Wangyu, et al.
Published: (2024)

Selective Contrastive Learning for Weakly Supervised Affordance Grounding
by: Moon, WonJun, et al.
Published: (2025)

Text Embeddings by Weakly-Supervised Contrastive Pre-training
by: Wang, Liang, et al.
Published: (2022)

Weakly-Supervised Contrastive Learning for Imprecise Class Labels
by: Zhou, Zi-Hao, et al.
Published: (2025)

WeakSupCon: Weakly Supervised Contrastive Learning for Encoder Pre-training
by: Zhang, Bodong, et al.
Published: (2025)

Administración de compras y materiales / Michiel R. Leenders, Harold E. Fearon, Wilbur B. England ; traducción, María del Consuelo Hidalgo y Mondragón
by: Leenders, Michiel R
Published: (1992)

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)

La causa de la paz / Trygve Lie ; traducción directa del inglés por Luis Solano Costa
by: Lie, Trygve
Published: (1957)