Year  Title  Author 
2017

Deep Learning Segmentation of Optical Microscopy Images Improves 3D Neuron Reconstruction 
R Li, T Zeng, S Ji

2017

DeadNet: Identifying Phototoxicity from Labelfree Microscopy Images of Cells using Deep ConvNets 
D Richmond, APT Jost, T Lambert, J Waters, H Elliott

2017

Transferring Microscopy Image Modalities with Conditional Generative Adversarial Networks 
L Han, Z Yin

2017

Review of Deep Learning Methods in Mammography, Cardiovascular, and Microscopy Image Analysis 
G Carneiro, Y Zheng, F Xing, L Yang

2017

Focus classification in digital holographic microscopy using deep convolutional neural networks 
T Pitkäaho, A Manninen, TJ Naughton

2017

A Deep Learning Approach to Estimate ChemicallyTreated Collagenous Tissue Nonlinear Anisotropic StressStrain Responses from Microscopy Images 
L Liang, M Liu, W Sun

2017

Deep convolutional neural networks for detecting secondary structures in protein density maps from cryoelectron microscopy 
R Li, D Si, T Zeng, S Ji, J He

2017

Deep Learning in Microscopy Image Analysis: A Survey 
F Xing, Y Xie, H Su, F Liu, L Yang

2017

Deep Learning Bitelecentric Digital Holographic Microscopy for Aberration Compensation Applied to Cancer Cells 
T Nguyen, V Bui, D Tran, G Nehmetallah

2017

Performance of Autofocus Capability of Deep Convolutional Neural Networks in Digital Holographic Microscopy 
T Pitkäaho, A Manninen, TJ Naughton

2017

Deep Learning of Atomically Resolved Scanning Transmission Electron Microscopy Images: Chemical Identification and Tracking Local Transformations 
M Ziatdinov, O Dyck, A Maksov, X Li, X Sang, K Xiao

2017

Deep learning enhanced mobilephone microscopy 
Y Rivenson, HC Koydemir, H Wang, Z Wei, Z Ren

2017

Spatiotemporal Joint Mitosis Detection Using CNNLSTM Network in TimeLapse Phase Contrast Microscopy Images 
YT Su, Y Lu, M Chen, AA Liu

2017

A machine learning approach to the unsupervised segmentation of mitochondria in subcellular electron microscopy data 
J Dietlmeier

2017

Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent Convolutional Networks with Toeplitz Attention 
A Bozkurt, K Kose, J Coll

2017

MIMONet: A multiinput multioutput convolutional neural network for cell segmentation in fluorescence microscopy images 
SEA Raza, L Cheung, D Epstein, S Pelengaris, M Khan

2017

Automatic phase aberration compensation for digital holographic microscopy based on deep learning background detection 
T Nguyen, V Bui, V Lam, CB Raub, LC Chang

2017

Automated analysis of high‐content microscopy data with deep learning 
OZ Kraus, BT Grys, J Ba, Y Chong, BJ Frey, C Boone

2017

Microscopy Cell Segmentation via Adversarial Neural Networks 
A Arbelle, TR Raviv

2017

Analyzing Digital Holographic Microscopy Data for Hematology Applications 
N El

2017

Isotropic reconstruction of 3D fluorescence microscopy images using convolutional neural networks 
M Weigert, L Royer, F Jug, G Myers

2017

Deep Learning for Isotropic SuperResolution from NonIsotropic 3D Electron Microscopy 
L Heinrich, JA Bogovic, S Saalfeld

2017

Deep Learning Microscopy 
Y Rivenson, Z Gorocs, H Gunaydin, Y Zhang, H Wang

2016

Cytopathological image analysis using deeplearning networks in microfluidic microscopy 
G Gopakumar, KH Babu, D Mishra, SS Gorthi

2016

A deep learning approach to singleparticle recognition in cryoelectron microscopy 
Y Zhu, Q Ouyang, Y Mao

2016

Brain tumor classification of microscopy images using deep residual learning 
Y Ishikawa, K Washiya, K Aoki, H Nagahashi

2016

Scalable algorithms for semiautomatic segmentation of electron microscopy images of the brain tissue 
A Zlateski

2016

Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature Segmentation 
P Teikari, M Santos, C Poon, K Hynynen

2016

Image Analysis and Deep Learning for Applications in Microscopy 
O Ishaq

2016

Microscopy cell counting and detection with fully convolutional regression networks 
W Xie, JA Noble, A Zisserman

2015

An Iterative Convolutional Neural Network Algorithm Improves Electron Microscopy Image Segmentation 
X Wu

2015

Computational imaging: Machine learning for 3D microscopy 
L Waller, L Tian

2015

Microscopy Cell Counting with Fully Convolutional Regression Networks 
W Xie, JA Noble, A Zisserman

2015

Classifying and Segmenting Microscopy Images Using Convolutional Multiple Instance Learning 
OZ Kraus, LJ Ba, B Frey

2015

Cell recognition based on topological sparse coding for microscopy imaging of focused ultrasound treatment 
Z Wang, J Zhu, Y Xue, C Song, N Bi
