Semi-Supervised Nests of Melanocytes Segmentation Method Using Convolutional Autoencoders

Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge

(2019) Mitko Veta et al.   MEDICAL IMAGE ANALYSIS

Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders

(2019) Francisco J. Martinez-Murcia et al.   IEEE Journal of Biomedical and Health Informatics

Neural Image Compression for Gigapixel Histopathology Image Analysis

(2019) David Tellez et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automated analysis and classification of melanocytic tumor on skin whole slide images

(2018) Hongming Xu et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Mosaic-Based Color-Transform Optimization for Lossy and Lossy-to-Lossless Compression of Pathology Whole-Slide Images

(2018) Miguel Hernandez-Cabronero et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Pathological image compression for big data image analysis: Application to hotspot detection in breast cancer

(2018) M. Khalid Khan Niazi et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Sparse autoencoder for unsupervised nucleus detection and representation in histopathology images

(2018) Le Hou et al.   PATTERN RECOGNITION

Simultaneous Cell Detection and Classification in Bone Marrow Histology Images

(2018) Tzu-Hsi Song et al.   IEEE Journal of Biomedical and Health Informatics

Differential diagnosis of squamous cell carcinoma in situ using skin histopathological images

(2016) Navid Noroozi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images

(2016) Jun Xu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Validation of digital pathology imaging for primary histopathological diagnosis

(2015) David R J Snead et al.   HISTOPATHOLOGY

Epidermis segmentation in skin histopathological images based on thickness measurement and k-means algorithm

(2015) Hongming Xu et al.   EURASIP Journal on Image and Video Processing

The Wonderful Colors of the Hematoxylin–Eosin Stain in Diagnostic Surgical Pathology

(2014) John K. C. Chan   INTERNATIONAL JOURNAL OF SURGICAL PATHOLOGY

Diagnostic accuracy of malignant melanoma according to subtype

(2013) Matthew J Lin et al.   AUSTRALASIAN JOURNAL OF DERMATOLOGY

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automated Segmentation of the Melanocytes in Skin Histopathological Images

(2013) Cheng Lu et al.   IEEE Journal of Biomedical and Health Informatics

Agreement of Dermatopathologists in the Evaluation of Clinically Difficult Melanocytic Lesions: How Golden Is the ‘Gold Standard’?

(2012) R.P. Braun et al.   DERMATOLOGY

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

Discordance in the histopathologic diagnosis of melanoma at a melanoma referral center

(2010) B. Aika Shoo et al.   JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

Sensitivity and specificity of histological criteria in the diagnosis of conventional cutaneous melanoma

(2009) Carmelo Urso et al.   MELANOMA RESEARCH

Melanoma epidemiology and trends

(2008) Claus Garbe et al.   CLINICS IN DERMATOLOGY

Discordance in the histopathologic diagnosis of difficult melanocytic neoplasms in the clinical setting

(2008) Saurabh Lodha et al.   JOURNAL OF CUTANEOUS PATHOLOGY