Convolutional Neural Network - Data Linked

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SEEK ID: https://fairdomhub.org/assays/2306

Class: Experimental assay

Projects: MetNet

Investigation: MetNet

Study: Utilizing convolutional neural networks for discriminating cancer and stromal cells in three-dimensional cell culture images with nuclei counterstain

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Assay type: Experimental Assay Type

Technology type: Technology Type

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Submitter

Charles Demurjian

Activity

Views: 90

Created: 5th Mar 2024 at 18:51

Last updated: 6th Jun 2024 at 14:46

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Projects (1)
Investigations (1)
Studies (1)
Data files (2)
SOPs (2)
Samples (74)

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Charles Demurjian

Projects: Hi-IMPAcTB, MIT SRP, MetNet, Endometriosis, Cancer Systems Biology Consortium (CSBC)

Institutions: Massachusetts Institute of Technology

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Metastasis Network

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Projects: MetNet

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MetNet

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Programme: Metastasis Network

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MetNet

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Charles Demurjian

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Submitter: Charles Demurjian

Studies: Impact of fibrinogen, fibrin thrombi and thrombin on cancer cell extrava..., Personalized Vascularized Models of Breast Cancer Desmoplasia Reveal Bio..., Utilizing convolutional neural networks for discriminating cancer and st...

Assays: Cancer Cell Extravasation Analysis - Data Linked, Cell Culture and Tumor Spheroid Creation - Metadata, Clot Modeling Analysis - Data Linked, Convolutional Neural Network - Data Linked, Device Creation - Metadata, Device Creation - Metadata, Device Imaging - Data Linked, Device Imaging - Data Linked, Device Imaging - Metadata, Flow Cytometry - Data Linked, Flow Cytometry Analysis - Data Linked, Imaging Analysis - Data Attached, Microfluidic Device Creation - Metadata, Permeability Analysis - Data Linked, Tumoroid Formation - Metadata

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Created: 17th Feb 2023 at 16:29

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Utilizing convolutional neural networks for discriminating cancer and stromal cells in three-dimensional cell culture images with nuclei counterstain

MetNet

All creators

Charles Demurjian

Huu Tuan Nguyen, Nicholas Pietraszek, Sarah E. Shelton, Kwabena Arthur, Roger D. Kamm

Link to Paper:

Abstract: Significance: Accurate cell segmentation and classification in 3 dimensional (3D) images are vital for studying live cell behavior and drug responses in 3D tissue culture. Evaluating diverse cell populations in 3D cell culture over time necessitates non-toxic staining methods, as specific fluorescence tags may not be suitable and immunofluorescence ...

Submitter: Charles Demurjian

Investigation: MetNet

Assays: Cell Culture and Tumor Spheroid Creation - Metadata, Convolutional Neural Network - Data Linked, Device Creation - Metadata, Device Imaging - Data Linked

Snapshots: No snapshots

Created: 24th Jan 2024 at 18:48, Last updated: 6th Jun 2024 at 14:32

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