Microscopy Cell Segmentation via Convolutional LSTM Networks

29 May 2018

Papers citing "Microscopy Cell Segmentation via Convolutional LSTM Networks"

24 / 24 papers shown

Title
Accuracy Improvement of Cell Image Segmentation Using Feedback Former Hinako Mitsuoka Kazuhiro Hotta ViT MedIm 26 0 0 23 Aug 2024
Annotated Biomedical Video Generation using Denoising Diffusion Probabilistic Models and Flow Fields Rüveyda Yilmaz Dennis Eschweiler Johannes Stegmaier VGen MedIm DiffM 33 5 0 26 Mar 2024
Cell Tracking according to Biological Needs -- Strong Mitosis-aware Random-finite Sets Tracker with Aleatoric Uncertainty Timo Kaiser Maximilian Schier Bodo Rosenhahn 16 2 0 22 Mar 2024
Cell Tracking-by-detection using Elliptical Bounding Boxes Lucas N. Kirsten Cláudio R. Jung 11 1 0 07 Oct 2023
PhagoStat a scalable and interpretable end to end framework for efficient quantification of cell phagocytosis in neurodegenerative disease studies Mehdi Ounissi Morwena Latouche Daniel Racoceanu 31 2 0 26 Apr 2023
Generative modeling of living cells with SO(3)-equivariant implicit neural representations David Wiesner Julian Suk Sven Dummer Tereza Nečasová V. Ulman D. Svoboda J. Wolterink DiffM MedIm 19 17 0 18 Apr 2023
Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network Xue-yuan Guo Bo Zhou D. Pigg Bruce Spottiswoode M. Casey Chi Liu Nicha Dvornek MedIm 16 16 0 13 Jun 2022
H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation Peixian Liang Yizhe Zhang Yifan Ding Jianxu Chen C. S. Madukoma Tim Weningerc J. Shrout D. Z. Chen 11 9 0 02 Jun 2022
EmbedTrack -- Simultaneous Cell Segmentation and Tracking Through Learning Offsets and Clustering Bandwidths Katharina Löffler Ralf Mikut 21 31 0 22 Apr 2022
EfficientCellSeg: Efficient Volumetric Cell Segmentation Using Context Aware Pseudocoloring Royden Wagner K. Rohr MedIm 14 4 0 06 Apr 2022
Diffusion Probabilistic Modeling for Video Generation Ruihan Yang Prakhar Srivastava Stephan Mandt DiffM VGen 34 255 0 16 Mar 2022
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification Jian Wu Wanli Liu Chen Li Tao Jiang Islam Mohammad Shariful Hongzan Sun Xiaoqi Li Xintong Li Xinyu Huang M. Grzegorzek SSeg 3DV 32 13 0 14 Feb 2022
Graph Neural Network for Cell Tracking in Microscopy Videos Tal Ben-Haim Tammy Riklin-Raviv 11 27 0 09 Feb 2022
Search for temporal cell segmentation robustness in phase-contrast microscopy videos Estibaliz Gómez-de-Mariscal Hasini Jayatilaka Özgün Çiçek Thomas Brox D. Wirtz A. Muñoz-Barrutia 6 2 0 16 Dec 2021
Automatic ultrasound vessel segmentation with deep spatiotemporal context learning Baichuan Jiang Alvin I. Chen S. Bharat Mingxin Zheng 8 6 0 03 Nov 2021
Recurrent U-net for automatic pelvic floor muscle segmentation on 3D ultrasound F. V. D. Noort B. Sirmaçek C. Slump 8 6 0 29 Jul 2021
Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI T. Mathai Yi Wang N. Cross MedIm 12 2 0 12 Oct 2020
Scribble2Label: Scribble-Supervised Cell Segmentation via Self-Generating Pseudo-Labels with Consistency Hyeonsoo Lee Won-Ki Jeong 17 110 0 23 Jun 2020
A Primal-Dual Solver for Large-Scale Tracking-by-Assignment Stefan Haller M. Prakash Lisa Hutschenreiter T. Pietzsch Carsten Rother Florian Jug Paul Swoboda Bogdan Savchynskyy 12 5 0 14 Apr 2020
MPM: Joint Representation of Motion and Position Map for Cell Tracking Junya Hayashida Kazuya Nishimura Ryoma Bise VOT 6 31 0 25 Feb 2020
Joint Multi-frame Detection and Segmentation for Multi-cell Tracking Zibin Zhou Fei-Yue Wang Wen Xi Hu Chen Peng Gao Chengkang He 6 29 0 26 Jun 2019
QANet -- Quality Assurance Network for Image Segmentation Assaf Arbelle Eliav Elul Tammy Riklin-Raviv 16 1 0 09 Apr 2019
Classifying and Segmenting Microscopy Images Using Convolutional Multiple Instance Learning Oren Z. Kraus Lei Jimmy Ba B. Frey 159 391 0 17 Nov 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 224 7,902 0 13 Jun 2015