Single image super-resolution for whole slide image using convolutional neural networks and self-supervised color normalization

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