Automated training data generation for microscopy focus classification

Automated training data generation for microscopy focus classification

Show other versions (1)

Image focus quality is of utmost importance in digital microscopes because the pathologist cannot accurately characterize the tissue state without focused images. We propose to train a classifier to measure the focus quality of microscopy scans based on an extensive set of image features. However, c...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Gao, D, Padfield, D, Rittscher, J, McKay, R
Fformat:	Journal article
Iaith:	English
Cyhoeddwyd:	2010

Eitemau Tebyg

Automated training data generation for microscopy focus classification.
gan: Gao, D, et al.
Cyhoeddwyd: (2010)

Spatio-temporal cell segmentation and tracking for automated screening
gan: Padfield, D, et al.
Cyhoeddwyd: (2008)

Quantitative biological studies enabled by robust cell tracking
gan: Padfield, D, et al.
Cyhoeddwyd: (2011)

Coupled minimum-cost flow cell tracking
gan: Padfield, D, et al.
Cyhoeddwyd: (2009)

Coupled minimum-cost flow cell tracking.
gan: Padfield, D, et al.
Cyhoeddwyd: (2009)

Methods for monitoring cellular motion and function
gan: Padfield, D, et al.
Cyhoeddwyd: (2008)

Coupled minimum-cost flow cell tracking for high-throughput quantitative analysis.
gan: Padfield, D, et al.
Cyhoeddwyd: (2011)

Fine-grained multi-instance classification in microscopy through deep attention
gan: Fan, M, et al.
Cyhoeddwyd: (2020)

EFFICIENT TRAINING DATA GENERATION BY CLUSTERING-BASED CLASSIFICATION
gan: M. Böge, et al.
Cyhoeddwyd: (2022-05-01)

Validation methods for cell cycle analysis algorithms in confocal fluorescence images
gan: Padfield, D, et al.
Cyhoeddwyd: (2006)

Spatio-temporal cell cycle phase analysis using level sets and fast marching methods.
gan: Padfield, D, et al.
Cyhoeddwyd: (2009)

Automated classification of normal and Stargardt disease optical coherence tomography images using deep learning
gan: Shah, M, et al.
Cyhoeddwyd: (2020)

Auroral classification ergonomics and the implications for machine learning
gan: D. McKay, et al.
Cyhoeddwyd: (2020-07-01)

Semantic filtering through deep source separation on microscopy images
gan: Javer, A, et al.
Cyhoeddwyd: (2019)

Towards the Automated Generation of Focused Proof Systems
gan: Vivek Nigam, et al.
Cyhoeddwyd: (2015-11-01)

Characterization of biological processes through automated image analysis.
gan: Rittscher, J
Cyhoeddwyd: (2010)

Automated analysis of high‐content microscopy data with deep learning
gan: Oren Z Kraus, et al.
Cyhoeddwyd: (2017-04-01)

Learning to automate cryo-electron microscopy data collection with Ptolemy
gan: Paul T. Kim, et al.
Cyhoeddwyd: (2023-01-01)

DeepFocus: fast focus and astigmatism correction for electron microscopy
gan: P. J. Schubert, et al.
Cyhoeddwyd: (2024-01-01)

Digitally adjusting chromogenic dye proportions in brightfield microscopy images.
gan: Bilgin, C, et al.
Cyhoeddwyd: (2012)

Automated urinalysis: First experiences and comparison of automated urinalysis system and manual microscopy
gan: K Gautam, et al.
Cyhoeddwyd: (2014-04-01)

Nonlinear optical microscopy: use of second harmonic generation and two-photon microscopy for automated quantitative liver fibrosis studies
gan: Sun, Wanxin, et al.
Cyhoeddwyd: (2012)

Generating Ambivalence: Media Representations of Canadian Transplant Tourism
gan: Lindsey McKay
Cyhoeddwyd: (2016-12-01)

Focus image scanning microscopy for sharp and gentle super-resolved microscopy
gan: Giorgio Tortarolo, et al.
Cyhoeddwyd: (2022-12-01)

Ink removal from histopathology whole slide images by combining classification, detection and image generation models
gan: Ali, S, et al.
Cyhoeddwyd: (2019)

An optical technique for remote focusing in microscopy
gan: Botcherby, E, et al.
Cyhoeddwyd: (2008)

Minimal generating pairs for non-abelian simple groups G, IGI<106 - minimal generating pairs / [mikrofis]
gan: 343353 McKay, John

Tropical influence on heat-generating atmospheric circulation over Australia strengthens through spring
gan: R. C. McKay, et al.
Cyhoeddwyd: (2022-04-01)

Physics-based synthetic data model for automated segmentation in catalysis microscopy
gan: Vuijk Maurits, et al.
Cyhoeddwyd: (2024-01-01)

Optimized processing and analysis of conventional confocal microscopy generated scanning FCS data
gan: Waithe, D, et al.
Cyhoeddwyd: (2017)

Automated microscopy and pH test for diagnosis of vaginitis – the end of empiricism?
gan: J. D. Sobel
Cyhoeddwyd: (2023-09-01)

Automated Identification and Localization of Hematopoietic Stem Cells in 3D Intravital Microscopy Data
gan: Reema A. Khorshed, et al.
Cyhoeddwyd: (2015-07-01)

UI is communication : how to design intuitive, user centered interfaces by focusing on effective communication /
gan: McKay, Everett N. 1961-, author
Cyhoeddwyd: ([201)

An automated cirrus classification
gan: E. Gryspeerdt, et al.
Cyhoeddwyd: (2018-05-01)

Adaptive optics and remote focusing in biomedical microscopy
gan: Cui, J
Cyhoeddwyd: (2022)

TEAM Malawi: Low Cost Digital Microscopy for Automated Lab Testing
gan: D. De La Torre Campos, et al.
Cyhoeddwyd: (2017-04-01)

Automated patent extraction powers generative modeling in focused chemical spaces
gan: Subramanian, Akshay, et al.
Cyhoeddwyd: (2024)

Spinning disk-remote focusing microscopy
gan: Gintoli, M, et al.
Cyhoeddwyd: (2020)

AUTOMATED ALPHABETIC SUBJECT INDEX GENERATION FOR UNIVERSAL DECIMAL CLASSIFICATION IN BELARUSIAN
gan: S. I. Lysy, et al.
Cyhoeddwyd: (2018-06-01)

Tissue segmentation and classification using graph-based unsupervised clustering
gan: Margolis, D, et al.
Cyhoeddwyd: (2012)