Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey

14 June 2022

Papers citing "Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey"

7 / 7 papers shown

Title
SAM4EM: Efficient memory-based two stage prompt-free segment anything model adapter for complex 3D neuroscience electron microscopy stacks Uzair Shah Marco Agus Daniya Boges Vanessa Chiappini M. Alzubaidi J. Schneider Markus Hadwiger Pierre J. Magistretti Mowafa J Househ Corrado Calı 43 0 0 30 Apr 2025
AI Assisted Cervical Cancer Screening for Cytology Samples in Developing Countries Love Panta Suraj Prasai Karishma Malla Vaidya Shyam Shrestha Suresh Manandhar 44 0 0 29 Apr 2025
Self-Supervised Learning with Generative Adversarial Networks for Electron Microscopy Bashir Kazimi Karina Ruzaeva Stefan Sandfeld 37 4 0 28 Feb 2024
NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale Zudi Lin D. Wei M. Petkova Yuelong Wu Zergham Ahmed ... Nagaraju Dhanyasi Ignacio Arganda-Carreras F. Engert J. Lichtman Hanspeter Pfister 29 25 0 13 Jul 2021
HIVE-Net: Centerline-Aware HIerarchical View-Ensemble Convolutional Network for Mitochondria Segmentation in EM Images Zhimin Yuan Xiaofeng Ma Jiajin Yi Zhengrong Luo Jialin Peng 18 23 0 08 Jan 2021
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,613 0 19 Feb 2017
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 440 15,637 0 02 Nov 2015