Cover Image

Zero-shot segmentation of skin tumors in whole-slide images with vision-language foundation models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Moreno, Santiago, Meseguer, Pablo, del Amor, Rocío, Naranjo, Valery
Format:	Preprint
Published:	2025
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

MI-VisionShot: Few-shot adaptation of vision-language models for slide-level classification of histopathological images
by: Meseguer, Pablo, et al.
Published: (2024)

Initialization matters in few-shot adaptation of vision-language models for histopathological image classification
by: Meseguer, Pablo, et al.
Published: (2026)

Benchmarking histopathology foundation models in a multi-center dataset for skin cancer subtyping
by: Meseguer, Pablo, et al.
Published: (2025)

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

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

Exploring visual language models as a powerful tool in the diagnosis of Ewing Sarcoma
by: Pastor-Naranjo, Alvaro, et al.
Published: (2025)

Colony Grounded SAM2: Zero-shot detection and segmentation of bacterial colonies using foundation models
by: Korporaal, Daan, et al.
Published: (2026)

MedDINOv3: How to adapt vision foundation models for medical image segmentation?
by: Li, Yuheng, et al.
Published: (2025)

Tumor segmentation on whole slide images: training or prompting?
by: Wu, Huaqian, et al.
Published: (2024)

Attention to detail: inter-resolution knowledge distillation
by: del Amor, Rocío, et al.
Published: (2024)

PathAlign: A vision-language model for whole slide images in histopathology
by: Ahmed, Faruk, et al.
Published: (2024)

An efficient framework based on large foundation model for cervical cytopathology whole slide image screening
by: Huang, Jialong, et al.
Published: (2024)

Fine-tuning vision foundation model for crack segmentation in civil infrastructures
by: Ge, Kang, et al.
Published: (2023)

Scribble-based fast weak-supervision and interactive corrections for segmenting whole slide images
by: Habis, Antoine, et al.
Published: (2024)

Are foundation models efficient for medical image segmentation?
by: Ferreira, Danielle, et al.
Published: (2023)

ENSAM: an efficient foundation model for interactive segmentation of 3D medical images
by: Stenhede, Elias, et al.
Published: (2025)

Thinker: A vision-language foundation model for embodied intelligence
by: Pan, Baiyu, et al.
Published: (2026)

Object segmentation in the wild with foundation models: application to vision assisted neuro-prostheses for upper limbs
by: Atoki, Bolutife, et al.
Published: (2025)

Zero-shot capability of SAM-family models for bone segmentation in CT scans
by: Magg, Caroline, et al.
Published: (2024)

Enhancing the vision-language foundation model with key semantic knowledge-emphasized report refinement
by: Huang, Weijian, et al.
Published: (2024)

Expert-level vision-language foundation model for real-world radiology and comprehensive evaluation
by: Liu, Xiaohong, et al.
Published: (2024)

Are vision-language models ready to zero-shot replace supervised classification models in agriculture?
by: Ranario, Earl, et al.
Published: (2025)

Revisiting foundation models for cell instance segmentation
by: Archit, Anwai, et al.
Published: (2026)

FreeZe: Training-free zero-shot 6D pose estimation with geometric and vision foundation models
by: Caraffa, Andrea, et al.
Published: (2023)

VISTA-PATH: An interactive foundation model for pathology image segmentation and quantitative analysis in computational pathology
by: Liang, Peixian, et al.
Published: (2026)

Zero-shot large vision-language model prompting for automated bone identification in paleoradiology x-ray archives
by: Dong, Owen, et al.
Published: (2026)

Semantic and structural image segmentation for prosthetic vision
by: Sanchez-Garcia, Melani, et al.
Published: (2018)

Leveraging image captions for selective whole slide image annotation
by: Qiu, Jingna, et al.
Published: (2024)

ProFound: A moderate-sized vision foundation model for multi-task prostate imaging
by: Wang, Yipei, et al.
Published: (2026)

Are foundation models for computer vision good conformal predictors?
by: Fillioux, Leo, et al.
Published: (2024)

On the test-time zero-shot generalization of vision-language models: Do we really need prompt learning?
by: Zanella, Maxime, et al.
Published: (2024)

An integrated language-vision foundation model for conversational diagnostics and triaging in primary eye care
by: Da Soh, Zhi, et al.
Published: (2025)

Novel class discovery meets foundation models for 3D semantic segmentation
by: Riz, Luigi, et al.
Published: (2023)

Can language-guided unsupervised adaptation improve medical image classification using unpaired images and texts?
by: Rahman, Umaima, et al.
Published: (2024)

Self-adaptive vision-language model for 3D segmentation of pulmonary artery and vein
by: Guo, Xiaotong, et al.
Published: (2025)

"No negatives needed": weakly-supervised regression for interpretable tumor detection in whole-slide histopathology images
by: D'Amato, Marina, et al.
Published: (2025)

VGDiffZero: Text-to-image Diffusion Models Can Be Zero-shot Visual Grounders
by: Liu, Xuyang, et al.
Published: (2023)

Accurate and efficient zero-shot 6D pose estimation with frozen foundation models
by: Caraffa, Andrea, et al.
Published: (2025)

Deep learning-based compression of giga-resolution whole slide images
by: Høibø, Maren, et al.
Published: (2026)

EyeCLIP: A visual-language foundation model for multi-modal ophthalmic image analysis
by: Shi, Danli, et al.
Published: (2024)