Stella Pelengaris

Micro-Net: A unified model for segmentation of various objects in microscopy images

Object segmentation and structure localization are important steps in automated image analysis pipelines for microscopy images. We present a convolution neural network (CNN) based deep learning...

MIMO-Net: A multi-input multi-output convolutional neural network for cell segmentation in fluorescence microscopy images

A way toward analyzing high-content bioimage data by means of semantic annotation and visual data mining

MIMONet: Gland Segmentation Using Multi-Input-Multi-Output Convolutional Neural Network

A machine learning based system for multichannel fluorescence analysis in pancreatic tissue bioimages