Single image super-resolution for whole slide image using convolutional neural networks and self-supervised color normalization
出版年份 2020 全文链接
标题
Single image super-resolution for whole slide image using convolutional neural networks and self-supervised color normalization
作者
关键词
Digital pathology, Super-resolution, Generative adversarial networks, Convolutional neural network
出版物
MEDICAL IMAGE ANALYSIS
Volume 68, Issue -, Pages 101938
出版商
Elsevier BV
发表日期
2020-12-10
DOI
10.1016/j.media.2020.101938
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Non-disruptive collagen characterization in clinical histopathology using cross-modality image synthesis
- (2020) Adib Keikhosravi et al. Communications Biology
- An augmented reality microscope with real-time artificial intelligence integration for cancer diagnosis
- (2019) Po-Hsuan Cameron Chen et al. NATURE MEDICINE
- Unsupervised method for normalization of hematoxylin-eosin stain in histological images
- (2019) Thaína A. Azevedo Tosta et al. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS
- Generative Adversarial Networks for Facilitating Stain-Independent Supervised and Unsupervised Segmentation: A Study on Kidney Histology
- (2019) Michael Gadermayr et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Intensity-based registration of bright-field and second-harmonic generation images of histopathology tissue sections
- (2019) Adib Keikhosravi et al. Biomedical Optics Express
- Automated classification of multiphoton microscopy images of ovarian tissue using deep learning
- (2018) Mikko J. Huttunen et al. JOURNAL OF BIOMEDICAL OPTICS
- Convolutional neural networks for whole slide image superresolution
- (2018) Lopamudra Mukherjee et al. Biomedical Optics Express
- Gland segmentation in colon histology images: The glas challenge contest
- (2017) Korsuk Sirinukunwattana et al. MEDICAL IMAGE ANALYSIS
- QuPath: Open source software for digital pathology image analysis
- (2017) Peter Bankhead et al. Scientific Reports
- Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images
- (2016) Korsuk Sirinukunwattana et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Image Super-Resolution Using Deep Convolutional Networks
- (2016) Chao Dong et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Multiscale Texture Analysis: From 18F-FDG PET Images to Histologic Images
- (2016) F. Orlhac et al. JOURNAL OF NUCLEAR MEDICINE
- Image analysis and machine learning in digital pathology: Challenges and opportunities
- (2016) Anant Madabhushi et al. MEDICAL IMAGE ANALYSIS
- Highly aligned stromal collagen is a negative prognostic factor following pancreatic ductal adenocarcinoma resection
- (2016) Cole R. Drifka et al. Oncotarget
- Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis
- (2016) Geert Litjens et al. Scientific Reports
- Recurrent neural network language model adaptation with curriculum learning
- (2015) Yangyang Shi et al. COMPUTER SPEECH AND LANGUAGE
- A Complete Color Normalization Approach to Histopathology Images Using Color Cues Computed From Saturation-Weighted Statistics
- (2015) Xingyu Li et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Periductal stromal collagen topology of pancreatic ductal adenocarcinoma differs from that of normal and chronic pancreatitis
- (2015) Cole R Drifka et al. MODERN PATHOLOGY
- Sparse representation-based MRI super-resolution reconstruction
- (2013) Yun-Heng Wang et al. MEASUREMENT
- Whole-slide Imaging
- (2012) Toby C. Cornish et al. ADVANCES IN ANATOMIC PATHOLOGY
- Fiji: an open-source platform for biological-image analysis
- (2012) Johannes Schindelin et al. NATURE METHODS
- Digital Imaging in Pathology: Whole-Slide Imaging and Beyond
- (2011) Farzad Ghaznavi et al. Annual Review of Pathology-Mechanisms of Disease
- Virtual microscopy: an evaluation of its validity and diagnostic performance in routine histologic diagnosis of skin tumors
- (2010) Patricia Switten Nielsen et al. HUMAN PATHOLOGY
- Image Super-Resolution Via Sparse Representation
- (2010) Jianchao Yang et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Globally optimal stitching of tiled 3D microscopic image acquisitions
- (2009) S. Preibisch et al. BIOINFORMATICS
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