Detection of herpesvirus capsids in transmission electron microscopy images using transfer learning

Virus Particle Detection by Convolutional Neural Network in Transmission Electron Microscopy Images

(2018) Eisuke Ito et al.   Food and Environmental Virology

Detecting and classifying lesions in mammograms with Deep Learning

(2018) Dezső Ribli et al.   Scientific Reports

A Tyrosine-Based Trafficking Motif of the Tegument Protein pUL71 Is Crucial for Human Cytomegalovirus Secondary Envelopment

(2017) Andrea N. Dietz et al.   JOURNAL OF VIROLOGY

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Deep feature learning for automatic tissue classification of coronary artery using optical coherence tomography

(2017) Atefeh Abdolmanafi et al.   Biomedical Optics Express

Neural Network for Nanoscience Scanning Electron Microscope Image Recognition

(2017) Mohammad Hadi Modarres et al.   Scientific Reports

Exploring Deep Learning and Transfer Learning for Colonic Polyp Classification

(2016) Eduardo Ribeiro et al.   Computational and Mathematical Methods in Medicine

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Human Cytomegalovirus pUL47 Modulates Tegumentation and Capsid Accumulation at the Viral Assembly Complex

(2015) Ilaria Cappadona et al.   JOURNAL OF VIROLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

3D Analysis of HCMV Induced-Nuclear Membrane Structures by FIB/SEM Tomography: Insight into an Unprecedented Membrane Morphology

(2015) Clarissa Villinger et al.   Viruses-Basel

Exploring the third dimension: Volume electron microscopy comes of age

(2014) Christopher J. Peddie et al.   MICRON

Texture Indicators for Segmentation of Polyomavirus Particles in Transmission Electron Microscopy Images

(2013) Maria C. Proença et al.   MICROSCOPY AND MICROANALYSIS

Analysis of human cytomegalovirus secondary envelopment by advanced electron microscopy

(2012) Martin Schauflinger et al.   CELLULAR MICROBIOLOGY

Segmentation of virus particle candidates in transmission electron microscopy images

(2011) G. KYLBERG et al.   JOURNAL OF MICROSCOPY

The Tegument Protein UL71 of Human Cytomegalovirus Is Involved in Late Envelopment and Affects Multivesicular Bodies

(2011) M. Schauflinger et al.   JOURNAL OF VIROLOGY

Early inhibitors of human cytomegalovirus: State-of-art and therapeutic perspectives

(2011) Beatrice Mercorelli et al.   PHARMACOLOGY & THERAPEUTICS