Publications ‒ GR-WEIGERT ‐ EPFL

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Modular segmentation, spatial analysis and visualization of volume electron microscopy datasets

A. Mueller; D. Schmidt; J. P. Albrecht; L. Rieckert; M. Otto et al.

Nature Protocols. 2024-02-29. DOI : 10.1038/s41596-024-00957-5.

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CenFind: a deep-learning pipeline for efficient centriole detection in microscopy datasets

L. Burgy; M. Weigert; G. Hatzopoulos; M. Minder; A. Journe et al.

Bmc Bioinformatics. 2023-03-28. Vol. 24, num. 1, p. 120. DOI : 10.1186/s12859-023-05214-2.

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Event-driven acquisition for content-enriched microscopy

D. Mahecic; W. L. Stepp; C. Zhang; J. Griffie; M. Weigert et al.

2023-02-10. p. 16A-16A.

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CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting

S. Graham; Q. D. Vu; M. Jahanifar; M. Weigert; U. Schmidt et al.

Medical Image Analysis. 2023-12-28. Vol. 92, p. 103047. DOI : 10.1016/j.media.2023.103047.

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Self-supervised Dense Representation Learning for Live-Cell Microscopy with Time Arrow Prediction

B. Gallusser; M. Stieber; M. Weigert

2023-01-01. 26th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Vancouver, CANADA, OCT 08-12, 2023. p. 537-547. DOI : 10.1007/978-3-031-43993-3_52.

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Neuronal migration prevents spatial competition in retinal morphogenesis

M. Rocha-Martins; E. Nerli; J. Kretzschmar; M. Weigert; J. Icha et al.

Nature. 2023-08-09. Vol. 620, p. 615–624. DOI : 10.1038/s41586-023-06392-y.

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MarrowQuant 2.0: A Digital Pathology Workflow Assisting Bone Marrow Evaluation in Experimental and Clinical Hematology

R. Sarkis; O. Burri; C. Royer-Chardon; F. Schyrr; S. Blum et al.

Modern Pathology. 2023. Vol. 36, num. 4, p. 100088. DOI : 10.1016/j.modpat.2022.100088.

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Event-driven acquisition for content-enriched microscopy

D. Mahecic; W. L. Stepp; C. Zhang; J. Griffie; M. Weigert et al.

Nature Methods. 2022-09-08. Vol. 19, p. 1262–1267. DOI : 10.1038/s41592-022-01589-x.

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Deep neural network automated segmentation of cellular structures in volume electron microscopy

B. Gallusser; G. Maltese; G. Di Caprio; T. J. Vadakkan; A. Sanyal et al.

Journal Of Cell Biology. 2022-12-05. Vol. 222, num. 2, p. e202208005. DOI : 10.1083/jcb.202208005.

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Deep Learning Enables Individual Xenograft Cell Classification in Histological Images by Analysis of Contextual Features

Q. Juppet; F. De Martino; E. Marcandalli; M. Weigert; O. Burri et al.

Journal of Mammary Gland Biology and Neoplasia. 2021-05-17. Vol. 26, p. 101–112. DOI : 10.1007/s10911-021-09485-4.

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