Copertina

Leveraging image captions for selective whole slide image annotation

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Qiu, Jingna, Aubreville, Marc, Wilm, Frauke, Öttl, Mathias, Utz, Jonas, Schlereth, Maja, Breininger, Katharina
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Decomposition Sampling for Efficient Region Annotations in Active Learning
di: Qiu, Jingna, et al.
Pubblicazione: (2025)

Domain and Content Adaptive Convolutions for Cross-Domain Adenocarcinoma Segmentation
di: Wilm, Frauke, et al.
Pubblicazione: (2024)

Rethinking U-net Skip Connections for Biomedical Image Segmentation
di: Wilm, Frauke, et al.
Pubblicazione: (2024)

Mind the Gap: Scanner-induced domain shifts pose challenges for representation learning in histopathology
di: Wilm, Frauke, et al.
Pubblicazione: (2022)

Effortless Vision-Language Model Specialization in Histopathology without Annotation
di: Qiu, Jingna, et al.
Pubblicazione: (2025)

Faster, Self-Supervised Super-Resolution for Anisotropic Multi-View MRI Using a Sparse Coordinate Loss
di: Schlereth, Maja, et al.
Pubblicazione: (2025)

Re-identification from histopathology images
di: Ganz, Jonathan, et al.
Pubblicazione: (2024)

Dataset creation for supervised deep learning-based analysis of microscopic images -- review of important considerations and recommendations
di: Bertram, Christof A., et al.
Pubblicazione: (2025)

Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation
di: Öttl, Mathias, et al.
Pubblicazione: (2024)

Improved HER2 Tumor Segmentation with Subtype Balancing using Deep Generative Networks
di: Öttl, Mathias, et al.
Pubblicazione: (2022)

A COCO-Formatted Instance-Level Dataset for Plasmodium Falciparum Detection in Giemsa-Stained Blood Smears
di: Wilm, Frauke, et al.
Pubblicazione: (2025)

Benchmarking Foundation Models for Mitotic Figure Classification
di: Ammeling, Jonas, et al.
Pubblicazione: (2025)

Is Self-Supervision Enough? Benchmarking Foundation Models Against End-to-End Training for Mitotic Figure Classification
di: Ganz, Jonathan, et al.
Pubblicazione: (2024)

Analysing Diffusion Segmentation for Medical Images
di: Öttl, Mathias, et al.
Pubblicazione: (2024)

CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence Microscopy
di: Utz, Jonas, et al.
Pubblicazione: (2025)

Performance evaluation of deep learning models for image analysis: considerations for visual control and statistical metrics
di: Bertram, Christof A., et al.
Pubblicazione: (2026)

Learning text-to-video retrieval from image captioning
di: Ventura, Lucas, et al.
Pubblicazione: (2024)

Object-oriented backdoor attack against image captioning
di: Li, Meiling, et al.
Pubblicazione: (2024)

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

Deep Learning model predicts the c-Kit-11 mutational status of canine cutaneous mast cell tumors by HE stained histological slides
di: Puget, Chloé, et al.
Pubblicazione: (2024)

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

Towards a multimodal framework for remote sensing image change retrieval and captioning
di: Ferrod, Roger, et al.
Pubblicazione: (2024)

When normalization hallucinates: unseen risks in AI-powered whole slide image processing
di: Moens, Karel, et al.
Pubblicazione: (2025)

IMILIA: interpretable multiple instance learning for inflammation prediction in IBD from H&E whole slide images
di: Baiocco-Rodrigues, Thalyssa, et al.
Pubblicazione: (2025)

Benchmarking Deep Learning and Vision Foundation Models for Atypical vs. Normal Mitosis Classification with Cross-Dataset Evaluation
di: Banerjee, Sweta, et al.
Pubblicazione: (2025)

Cognitive resilience: Unraveling the proficiency of image-captioning models to interpret masked visual content
di: Du, Zhicheng, et al.
Pubblicazione: (2024)

Evaluating authenticity and quality of image captions via sentiment and semantic analyses
di: Krotov, Aleksei, et al.
Pubblicazione: (2024)

Prostate biopsy whole slide image dataset from an underrepresented Middle Eastern population
di: Ali, Peshawa J. Muhammad, et al.
Pubblicazione: (2025)

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

Attention-based transformer models for image captioning across languages: An in-depth survey and evaluation
di: Albadarneh, Israa A., et al.
Pubblicazione: (2025)

WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide images
di: Liu, Hong, et al.
Pubblicazione: (2024)

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

Zero-shot segmentation of skin tumors in whole-slide images with vision-language foundation models
di: Moreno, Santiago, et al.
Pubblicazione: (2025)

QCAgent: An agentic framework for quality-controllable pathology report generation from whole slide image
di: Wang, Rundong, et al.
Pubblicazione: (2026)

Image captioning in different languages
di: van Miltenburg, Emiel
Pubblicazione: (2024)

An annotated grain kernel image database for visual quality inspection
di: Fan, Lei, et al.
Pubblicazione: (2023)

Y-MAP-Net: Real-time depth, normals, segmentation, multi-label captioning and 2D human pose in RGB images
di: Qammaz, Ammar, et al.
Pubblicazione: (2024)

Large-scale cervical precancerous screening via AI-assisted cytology whole slide image analysis
di: Li, Honglin, et al.
Pubblicazione: (2024)

Efficient and generalizable prediction of molecular alterations in multiple cancer cohorts using H&E whole slide images
di: Ingale, Kshitij, et al.
Pubblicazione: (2024)

Leveraging whole slide difficulty in Multiple Instance Learning to improve prostate cancer grading
di: Arrivat, Marie, et al.
Pubblicazione: (2026)