Ink removal from histopathology whole slide images by combining classification, detection and image generation models

Ink removal from histopathology whole slide images by combining classification, detection and image generation models

Histopathology slides are routinely marked by pathologists using permanent ink markers that should not be removed as they form part of the medical record. Often tumour regions are marked up for the purpose of highlighting features or other downstream processing such an gene sequencing. Once digitise...

書目詳細資料
Main Authors:	Ali, S, Alham, N, Verrill, C, Rittscher, J
格式:	Journal article
出版:	IEEE 2019

相似書籍

Improving whole slide segmentation through visual context: a systematic study
由: Sirinukunwattana, K, et al.
出版: (2018)

Artificial intelligence-based quality assessment of histopathology whole-slide images within a clinical workflow: assessment of 'pathprofiler' in a diagnostic pathology setting
由: Browning, L, et al.
出版: (2024)

Transfer Learning Approach for Classification of Histopathology Whole Slide Images
由: Shakil Ahmed, et al.
出版: (2021-08-01)

Unsupervised Domain Adaptation for Classification of Histopathology Whole-Slide Images
由: Jian Ren, et al.
出版: (2019-05-01)

Artificial Intelligence-Based Quality Assessment of Histopathology Whole-Slide Images within a Clinical Workflow: Assessment of ‘PathProfiler’ in a Diagnostic Pathology Setting
由: Lisa Browning, et al.
出版: (2024-05-01)

Anonymization of whole slide images in histopathology for research and education
由: Tom Bisson, et al.
出版: (2023-05-01)

Deep learning-enabled classification of kidney allograft rejection on whole slide histopathologic images
由: Yongrong Ye, et al.
出版: (2024-07-01)

A deep learning framework for automated classification of histopathological kidney whole-slide images
由: Hisham A. Abdeltawab, et al.
出版: (2022-01-01)

Aligning knowledge concepts to whole slide images for precise histopathology image analysis
由: Weiqin Zhao, et al.
出版: (2024-12-01)

Validation of histopathology foundation models through whole slide image retrieval
由: Saghir Alfasly, et al.
出版: (2025-02-01)

Nuclei-level prior knowledge constrained multiple instance learning for breast histopathology whole slide image classification
由: Xunping Wang, et al.
出版: (2024-06-01)

Deep Learning-Based Classification of Uterine Cervical and Endometrial Cancer Subtypes from Whole-Slide Histopathology Images
由: JaeYen Song, et al.
出版: (2022-10-01)

A multi-center performance assessment for automated histopathological classification and grading of glioma using whole slide images
由: Lei Jin, et al.
出版: (2023-11-01)

Accurate diagnosis of lymphoma on whole-slide histopathology images using deep learning
由: Charlotte Syrykh, et al.
出版: (2020-05-01)

Optimized JPEG 2000 compression for efficient storage of histopathological whole-Slide images
由: Henrik Helin, et al.
出版: (2018-01-01)

Detection of Breast Cancer From Whole Slide Histopathological Images Using Deep Multiple Instance CNN
由: Kausik Das, et al.
出版: (2020-01-01)

Resolution-agnostic tissue segmentation in whole-slide histopathology images with convolutional neural networks
由: Péter Bándi, et al.
出版: (2019-12-01)

Deep learning based registration of serial whole-slide histopathology images in different stains
由: Mousumi Roy, et al.
出版: (2023-01-01)

A High-Performance System for Robust Stain Normalization of Whole-Slide Images in Histopathology
由: Andreea Anghel, et al.
出版: (2019-09-01)

An efficient context-aware approach for whole-slide image classification
由: Hongru Shen, et al.
出版: (2023-12-01)

Deep learning for classification of colorectal polyps on whole-slide images
由: Bruno Korbar, et al.
出版: (2017-01-01)

Eliminating tissue-fold artifacts in histopathological whole-slide images for improved image-based prediction of cancer grade
由: Sonal Kothari, et al.
出版: (2013-01-01)

Deep learning-based breast cancer grading and survival analysis on whole-slide histopathology images
由: Suzanne C. Wetstein, et al.
出版: (2022-09-01)

Potential quality pitfalls of digitalized whole slide image of breast pathology in routine practice
由: Atallah, NM, et al.
出版: (2021)

Benchmarking histopathology foundation models for ovarian cancer bevacizumab treatment response prediction from whole slide images
由: Mayur Mallya, et al.
出版: (2025-02-01)

Enhanced Multi-Class Breast Cancer Classification from Whole-Slide Histopathology Images Using a Proposed Deep Learning Model
由: Adnan Rafiq, et al.
出版: (2025-02-01)

Deep Learning Classification of Colorectal Lesions Based on Whole Slide Images
由: Sergey A. Soldatov, et al.
出版: (2022-10-01)

Publicly available datasets of breast histopathology H&E whole-slide images: A scoping review
由: Masoud Tafavvoghi, et al.
出版: (2024-12-01)

Histopathologic Patterns of Nervous System Tumors Based on Computer Vision Methods and Whole Slide Imaging (WSI)
由: Slawomir Walkowski, et al.
出版: (2012-01-01)

Deep learning to assess microsatellite instability directly from histopathological whole slide images in endometrial cancer
由: Ching-Wei Wang, et al.
出版: (2024-05-01)

A correlation graph attention network for classifying chromosomal instabilities from histopathology whole-slide images
由: Liangliang Liu, et al.
出版: (2023-06-01)

Predicting oncogene mutations of lung cancer using deep learning and histopathologic features on whole-slide images
由: Naofumi Tomita, et al.
出版: (2022-10-01)

Precise identification of cell and tissue features important for histopathologic diagnosis by a whole slide imaging system
由: Thomas W Bauer, et al.
出版: (2020-01-01)

Verification and validation of digital pathology (whole slide imaging) for primary histopathological diagnosis: All wales experience
由: M Babawale, et al.
出版: (2021-01-01)

Deep learning-based histopathological segmentation for whole slide images of colorectal cancer in a compressed domain
由: Hyeongsub Kim, et al.
出版: (2021-11-01)

The importance of eSlide macro images for primary diagnosis with whole slide imaging
由: Filippo Fraggetta, et al.
出版: (2018-01-01)

An automated blur detection method for histological whole slide imaging.
由: Xavier Moles Lopez, et al.
出版: (2013-01-01)

Weakly supervised detection and classification of basal cell carcinoma using graph-transformer on whole slide images
由: Filmon Yacob, et al.
出版: (2023-05-01)

Validation of Whole Slide Imaging in Pathology
由: Liron Pantanowitz
出版: (2014-01-01)

Whole slide imaging for educational purposes
由: Liron Pantanowitz, et al.
出版: (2012-01-01)