A deep learning approach using synthetic images for segmenting and estimating 3D orientation of nanoparticles in EM images

Automatic detection, localization and segmentation of nano-particles with deep learning in microscopy images

(2019) Ayse Betul Oktay et al.   MICRON

Deep-STORM: super-resolution single-molecule microscopy by deep learning

(2018) Elias Nehme et al.   Optica

A deep learning-based algorithm for 2-D cell segmentation in microscopy images

(2018) Yousef Al-Kofahi et al.   BMC BIOINFORMATICS

An automatic algorithm for determination of the nanoparticles from TEM images using circular hough transform

(2017) Mohsen Mirzaei et al.   MICRON

Deep Learning in Microscopy Image Analysis: A Survey

(2017) Fuyong Xing et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep learning microscopy

(2017) Yair Rivenson et al.   Optica

Automated Training of Deep Convolutional Neural Networks for Cell Segmentation

(2017) Sajith Kecheril Sadanandan et al.   Scientific Reports

White blood cells identification system based on convolutional deep neural learning networks

(2017) A.I. Shahin et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Single-image based methods used for non-invasive volume estimation of cancer spheroids: a practical assessing approach based on entry-level equipment

(2016) Filippo Piccinini et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Cancer multicellular spheroids: Volume assessment from a single 2D projection

(2015) Filippo Piccinini et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Towards the taxonomic categorization and recognition of nanoparticle shapes

(2015) Miguel Muñoz-Mármol et al.   Nanomedicine-Nanotechnology Biology and Medicine

Avoiding drying-artifacts in transmission electron microscopy: Characterizing the size and colloidal state of nanoparticles

(2015) Benjamin Michen et al.   Scientific Reports

Terminology for biorelated polymers and applications (IUPAC Recommendations 2012)

(2012) Michel Vert et al.   PURE AND APPLIED CHEMISTRY

A Review on Functionalized Gold Nanoparticles for Biosensing Applications

(2011) Shuwen Zeng et al.   Plasmonics