Cover Image

Comparing Computational Pathology Foundation Models using Representational Similarity Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mishra, Vaibhav, Lotter, William
Format:	Preprint
Published:	2025
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

Leveraging Foundation Models for Histological Grading in Cutaneous Squamous Cell Carcinoma using PathFMTools
by: Diab, Abdul Rahman, et al.
Published: (2025)

Do Pathology Foundation Models Encode Disease Progression? A Pseudotime Analysis of Visual Representations
by: Vig, Pritika, et al.
Published: (2026)

Multi-Modal Foundation Models for Computational Pathology: A Survey
by: Li, Dong, et al.
Published: (2025)

The Butterfly Effect in Pathology: Exploring Security in Pathology Foundation Models
by: Liu, Jiashuai, et al.
Published: (2025)

A Deployment-Friendly Foundational Framework for Efficient Computational Pathology
by: Cai, Yu, et al.
Published: (2026)

Transcriptomics-guided Slide Representation Learning in Computational Pathology
by: Jaume, Guillaume, et al.
Published: (2024)

AdvDINO: Domain-Adversarial Self-Supervised Representation Learning for Spatial Proteomics
by: Su, Stella, et al.
Published: (2025)

A Survey on Computational Pathology Foundation Models: Datasets, Adaptation Strategies, and Evaluation Tasks
by: Li, Dong, et al.
Published: (2025)

Beyond Diagnosis: Evaluating Multimodal LLMs for Pathology Localization in Chest Radiographs
by: Gosai, Advait, et al.
Published: (2025)

Simulating Clinical AI Assistance using Multimodal LLMs: A Case Study in Diabetic Retinopathy
by: Barakat, Nadim, et al.
Published: (2025)

Beyond the Failures: Rethinking Foundation Models in Pathology
by: Tizhoosh, Hamid R.
Published: (2025)

Molecular-driven Foundation Model for Oncologic Pathology
by: Vaidya, Anurag, et al.
Published: (2025)

PathoDuet: Foundation Models for Pathological Slide Analysis of H&E and IHC Stains
by: Hua, Shengyi, et al.
Published: (2023)

Foundation Models -- A Panacea for Artificial Intelligence in Pathology?
by: Mulliqi, Nita, et al.
Published: (2025)

Benchmarking Pathology Foundation Models for Spatial Domain Understanding
by: Zhao, Bokai, et al.
Published: (2026)

Towards Spatial Transcriptomics-driven Pathology Foundation Models
by: Hemker, Konstantin, et al.
Published: (2026)

A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model
by: Xu, Yingxue, et al.
Published: (2024)

Purrturbed but Stable: Human-Cat Invariant Representations Across CNNs, ViTs and Self-Supervised ViTs
by: Shah, Arya, et al.
Published: (2025)

A Semantically Enhanced Generative Foundation Model Improves Pathological Image Synthesis
by: Guan, Xianchao, et al.
Published: (2025)

GAS-MIL: Group-Aggregative Selection Multi-Instance Learning for Ensemble of Foundation Models in Digital Pathology Image Analysis
by: Quan, Peiran, et al.
Published: (2025)

Evaluating the Impact of Medical Image Reconstruction on Downstream AI Fairness and Performance
by: Wohlrapp, Matteo, et al.
Published: (2026)

Enhanced Diagnostic Performance via Large-Resolution Inference Optimization for Pathology Foundation Models
by: Hu, Mengxuan, et al.
Published: (2026)

Variational Adapter for Cross-modal Similarity Representation
by: Wei, WenZhang, et al.
Published: (2026)

HookMIL: Revisiting Context Modeling in Multiple Instance Learning for Computational Pathology
by: Ling, Xitong, et al.
Published: (2025)

Process Integrated Computer Vision for Real-Time Failure Prediction in Steel Rolling Mill
by: Kurrey, Vaibhav, et al.
Published: (2025)

MorphDistill: Distilling Unified Morphological Knowledge from Pathology Foundation Models for Colorectal Cancer Survival Prediction
by: Khan, Hikmat, et al.
Published: (2026)

A Survey of Pathology Foundation Model: Progress and Future Directions
by: Xiong, Conghao, et al.
Published: (2025)

EXAONEPath 1.0 Patch-level Foundation Model for Pathology
by: Yun, Juseung, et al.
Published: (2024)

Efficient and Comprehensive Feature Extraction in Large Vision-Language Model for Pathology Analysis
by: Zhang, Shengxuming, et al.
Published: (2024)

Textile Analysis for Recycling Automation using Transfer Learning and Zero-Shot Foundation Models
by: Spyridis, Yannis, et al.
Published: (2025)

G2L:From Giga-Scale to Cancer-Specific Large-Scale Pathology Foundation Models via Knowledge Distillation
by: Cho, Yesung, et al.
Published: (2025)

Any-to-Any Learning in Computational Pathology via Triplet Multimodal Pretraining
by: Sun, Qichen, et al.
Published: (2025)

Learning Emergent Modular Representations in Multi-modality Medical Vision Foundation Models
by: He, Yuting, et al.
Published: (2026)

IPGPhormer: Interpretable Pathology Graph-Transformer for Survival Analysis
by: Tang, Guo, et al.
Published: (2025)

Merlin: A Computed Tomography Vision-Language Foundation Model and Dataset
by: Blankemeier, Louis, et al.
Published: (2024)

Atlas: A Novel Pathology Foundation Model by Mayo Clinic, Charité, and Aignostics
by: Alber, Maximilian, et al.
Published: (2025)

EXAONE Path 2.0: Pathology Foundation Model with End-to-End Supervision
by: Pyeon, Myeongjang, et al.
Published: (2025)

DiSSECT: Structuring Transfer-Ready Medical Image Representations through Discrete Self-Supervision
by: Singh, Azad, et al.
Published: (2025)

Anatomy-Anchored Self-Supervision: Distilling Vision Foundation Models for Invariant Ultrasound Representation
by: Zhu, Chunzheng, et al.
Published: (2026)

3D Foundation Model for Generalizable Disease Detection in Head Computed Tomography
by: Zhu, Weicheng, et al.
Published: (2025)