HemaxiN/3D_U-Vec

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GNU General Publi...
Created over 3 years ago
Updated over 1 year ago

HemaxiN/3D_U-Vec

HemaxiN

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3D deep learning model to predict nucleus-Golgi vectors in 3D microscopy images of mouse retinas

DL_ECG_Classification

Project Developed for the PhD Course: Deep Structured Learning (Spring 2022)

Jupyter Notebook

InterphaseCellCycleStaging

Official implementation of the paper: "Narotamo, H., Fernandes, M. S., Moreira, A. M., Melo, S., Seruca, R., Silveira, M., & Sanches, J. M. (2021). A machine learning approach for single cell interphase cell cycle staging. Scientific reports."

3DVox2Vox

Official implementation of the paper accepted for presentation at EMBC 2022: "Synthetic Generation of 3D Microscopy Images using Generative Adversarial Networks"

3DYOLO

3D Implementation of the Tiny Yolo v2 model to jointly detect nucleus-Golgi pairs in 3D Microscopy Images

3dunet

testing code for docker

Jupyter Notebook

YOLO_UNET

Official implementation of the paper: "Narotamo, H., Sanches, J. M., & Silveira, M. (2019, July). Segmentation of Cell Nuclei in Fluorescence Microscopy Images Using Deep Learning. "