Microscopy preprints – bioimage analysis tools

Posted by , on 6 October 2023

Here is a curated selection of preprints published recently. In this post, we focus specifically on new tools for bioimage analysis.

CartoCell, a high-content pipeline for 3D image analysis, unveils cell morphology patterns in epithelia
Jesús A. Andrés-San Román, Carmen Gordillo-Vázquez, Daniel Franco-Barranco, Laura Morato, Cecilia H. Fernández-Espartero, Gabriel Baonza, Antonio Tagua, Pablo Vicente-Munuera, Ana M. Palacios, María P. Gavilán, Fernando Martín-Belmonte, Valentina Annese, Pedro Gómez-Gálvez, Ignacio Arganda-Carreras, Luis M. Escudero

Phasor Identifier: A Cloud-based Analysis of Phasor-FLIM Data on Python Notebooks
Mario Bernardi, Francesco Cardarelli

Machine assisted annotation in neuroanatomy
Kui Qian, Beth Friedman, David Kleinfeld, Yoav Freund

Omega – Harnessing the Power of Large Language Models for Bioimage Analysis
Royer, Loic A.

Neural Network Informed Photon Filtering Reduces Artifacts in Fluorescence Correlation Spectroscopy Data
Alexander Seltmann, Pablo Carravilla, Katharina Reglinski, Christian Eggeling, Dominic Waithe

Resolution enhancement with deblurring by pixel reassignment (DPR)
Bingying Zhao, Jerome Mertz

Figure extracted from Zhao and Mertz. The image is made available under a CC-BY 4.0 International license.

Open and reusable deep learning for pathology with WSInfer and QuPath
Jakub R. Kaczmarzyk, Alan O’Callaghan, Fiona Inglis, Tahsin Kurc, Rajarsi Gupta, Erich Bremer, Peter Bankhead, Joel H. Saltz

Figure extracted from Kaczmarzyk, et al. The image is made available under a CC-BY 4.0 International license.

μSplit: efficient image decomposition for microscopy data
Ashesh, Alexander Krull, Moises Di Sante, Francesco Silvio Pasqualini, Florian Jug

Figure extracted from Ashesh, et al. The image is made available under a CC-BY-SA 4.0 International license.

BigFUSE: Global Context-Aware Image Fusion in Dual-View Light-Sheet Fluorescence Microscopy with Image Formation Prior
Yu Liu, Gesine Muller, Nassir Navab, Carsten Marr, Jan Huisken, Tingying Peng

Figure extracted from Liu, et al. The image is made available under a CC-BY-NC-SA 4.0 International license.

Spatial redundancy transformer for self-supervised fluorescence image denoising
Xinyang Li, Xiaowan Hu, Xingye Chen, Jiaqi Fan, Zhifeng Zhao, Jiamin Wu, Haoqian Wang, Qionghai Dai

High-fidelity Image Restoration of Large 3D Electron Microscopy Volume
Yuri Kreinin, Pat Gunn, Dmitri Chklovskii, Jingpeng Wu

Accurate single-molecule spot detection for image-based spatial transcriptomics with weakly supervised deep learning
Emily Laubscher, Xuefei (Julie) Wang, Nitzan Razin, Tom Dougherty, Rosalind J. Xu, Lincoln Ombelets, Edward Pao, William Graf, Jeffrey R. Moffitt, Yisong Yue, David Van Valen

Figure extracted from Laubscher, et al. The image is made available under a CC-BY 4.0 International license.

Generative adversarial networks in cell microscopy for image augmentation. A systematic review
Duway Nicolas Lesmes-Leon, Andreas Dengel, Sheraz Ahmed

Accurate cryo-EM protein particle picking by integrating the foundational AI image segmentation model and specialized U-Net
Rajan Gyawali, Ashwin Dhakal, Liguo Wang, Jianlin Cheng

Figure extracted from Gyawali, et al. The image is made available under a CC-BY 4.0 International license.

OneFlowTraX: A User-Friendly Software for Super-Resolution Analysis of Single-Molecule Dynamics and Nanoscale Organization
Leander Rohr, Alexandra Ehinger, Luiselotte Rausch, Nina Glöckner Burmeister, Alfred J. Meixner, Julien Gronnier, Klaus Harter, Birgit Kemmerling, Sven zur Oven-Krockhaus

SegmentAnything helps microscopy images based automatic and quantitative organoid detection and analysis
Xiaodan Xing, Chunling Tang, Yunzhe Guo, Nicholas Kurniawan, Guang Yang

Kartezio: Evolutionary Design of Explainable Pipelines for Biomedical Image Analysis
Kévin Cortacero, Brienne McKenzie, Sabina Müller, Roxana Khazen, Fanny Lafouresse, Gaëlle Corsaut, Nathalie Van Acker, François-Xavier Frenois, Laurence Lamant, Nicolas Meyer, Béatrice Vergier, Dennis G. Wilson, Hervé Luga, Oskar Staufer, Michael L. Dustin, Salvatore Valitutti, Sylvain Cussat-Blanc

Biomedical image analysis competitions: The state of current participation practice
Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Patrick Godau, Veronika Cheplygina, Michal Kozubek, Sharib Ali, Anubha Gupta, Jan Kybic, Alison Noble, Carlos Ortiz de Solórzano, Samiksha Pachade, Caroline Petitjean, Daniel Sage, Donglai Wei, Elizabeth Wilden, Deepak Alapatt, Vincent Andrearczyk, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano , et al. (331 additional authors not shown)

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