Copertina

A novel attention mechanism for noise-adaptive and robust segmentation of microtubules in microscopy images

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Laydi, Achraf Ait, Cueff, Louis, Crespo, Mewen, Mourabit, Yousef El, Bouvrais, Hélène
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Quantitative Methods Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

MTCurv: Deep learning for direct microtubule curvature mapping in noisy fluorescence microscopy images
di: Laydi, Achraf Ait, et al.
Pubblicazione: (2026)

MTFlow: Time-Conditioned Flow Matching for Microtubule Segmentation in Noisy Microscopy Images
di: Moctar, Sidi Mohamed Sid El, et al.
Pubblicazione: (2026)

Defining the boundaries: challenges and advances in identifying cells in microscopy images
di: Gogoberidze, Nodar, et al.
Pubblicazione: (2023)

Global-to-local image quality assessment in optical microscopy via fast and robust deep learning predictions
di: Corbetta, Elena, et al.
Pubblicazione: (2025)

Considering experimental frame rates and robust segmentation analysis of piecewise-linear microparticle trajectories
di: Cook, Keisha J., et al.
Pubblicazione: (2024)

Whole slide and microscopy image analysis with QuPath and OMERO
di: Leplat, Léo, et al.
Pubblicazione: (2026)

Vessel segmentation for X-separation
di: Kim, Taechang, et al.
Pubblicazione: (2025)

Pycro-manager: open-source software for integrated microscopy hardware control and image processing
di: Pinkard, Henry, et al.
Pubblicazione: (2020)

C3R: Channel Conditioned Cell Representations for unified evaluation in microscopy imaging
di: Marikkar, Umar, et al.
Pubblicazione: (2025)

Nucleation feedback can drive establishment and maintenance of biased microtubule polarity in neurites
di: Scanlon, Hannah G., et al.
Pubblicazione: (2025)

Flocking by stopping: a novel mechanism of emergent order in collective movement
di: KC, Yogesh Kumar, et al.
Pubblicazione: (2026)

Approaching human parity in the quality of automated organoid image segmentation
di: Cartwright, Chase, et al.
Pubblicazione: (2026)

An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis
di: Urru, Andrea, et al.
Pubblicazione: (2022)

SegmentAnything helps microscopy images based automatic and quantitative organoid detection and analysis
di: Xing, Xiaodan, et al.
Pubblicazione: (2023)

Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index
di: Fazekas, Szuzina, et al.
Pubblicazione: (2025)

Nellie: Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy
di: Lefebvre, Austin E. Y. T., et al.
Pubblicazione: (2024)

HoverFast: an accurate, high-throughput, clinically deployable nuclear segmentation tool for brightfield digital pathology images
di: Liakopoulos, Petros, et al.
Pubblicazione: (2024)

Implications of temporal sampling in voltage imaging microscopy
di: Czuchnowski, Jakub, et al.
Pubblicazione: (2026)

Towards scalable organ level 3D plant segmentation: Bridging the data algorithm computing gap
di: Du, Ruiming, et al.
Pubblicazione: (2025)

A study of animal action segmentation algorithms across supervised, unsupervised, and semi-supervised learning paradigms
di: Blau, Ari, et al.
Pubblicazione: (2024)

Applicability of oculomics for individual risk prediction: Repeatability and robustness of retinal Fractal Dimension using DART and AutoMorph
di: Engelmann, Justin, et al.
Pubblicazione: (2024)

WaveOrder: A differentiable wave-optical framework for scalable biological microscopy with diverse modalities
di: Chandler, Talon, et al.
Pubblicazione: (2024)

Barttender: An approachable & interpretable way to compare medical imaging and non-imaging data
di: Singla, Ayush, et al.
Pubblicazione: (2024)

BioFace3D: A fully automatic pipeline for facial biomarkers extraction of 3D face reconstructions segmented from MRI
di: Heredia-Lidón, Álvaro, et al.
Pubblicazione: (2024)

MD-Syn: Synergistic drug combination prediction based on the multidimensional feature fusion method and attention mechanisms
di: Ge, XinXin, et al.
Pubblicazione: (2025)

Drug-target interaction prediction by integrating heterogeneous information with mutual attention network
di: Zhang, Yuanyuan, et al.
Pubblicazione: (2024)

Federated attention consistent learning models for prostate cancer diagnosis and Gleason grading
di: Kong, Fei, et al.
Pubblicazione: (2023)

Optimising image capture for low-light widefield quantitative fluorescence microscopy
di: Peterkovic, Zane, et al.
Pubblicazione: (2024)

Efficient gPC-based quantification of probabilistic robustness for systems in neuroscience
di: Sutulovic, Uros, et al.
Pubblicazione: (2024)

A co-evolving agentic AI system for medical imaging analysis
di: Li, Songhao, et al.
Pubblicazione: (2025)

Image segmentation of treated and untreated tumor spheroids by Fully Convolutional Networks
di: Streller, Matthias, et al.
Pubblicazione: (2024)

Statistical methods for reference-free single-molecule localisation microscopy
di: Peyton, Jack, et al.
Pubblicazione: (2026)

UruDendro, a public dataset of cross-section images of Pinus taeda
di: Marichal, Henry, et al.
Pubblicazione: (2024)

LISBET: a machine learning model for the automatic segmentation of social behavior motifs
di: Chindemi, Giuseppe, et al.
Pubblicazione: (2023)

Unsupervised high-throughput segmentation of cells and cell nuclei in quantitative phase images
di: Sistermanns, Julia, et al.
Pubblicazione: (2023)

Enhancing frozen histological section images using permanent-section-guided deep learning with nuclei attention
di: Yoshai, Elad, et al.
Pubblicazione: (2024)

Reliable and superior elliptic Fourier descriptor normalization and its application software ElliShape with efficient image processing
di: Wu, Hui, et al.
Pubblicazione: (2024)

Machine learning identification of maternal inflammatory response and histologic choroamnionitis from placental membrane whole slide images
di: Sharma, Abhishek, et al.
Pubblicazione: (2024)

MAGORINO: Magnitude-only fat fraction and R2* estimation with Rician noise modelling
di: Bray, Timothy JP, et al.
Pubblicazione: (2021)

Multi-Marker Similarity enables reduced-reference and interpretable image quality assessment in optical microscopy
di: Corbetta, Elena, et al.
Pubblicazione: (2025)