Abstract
Showcase of 4 deep learning implementations used for biological image analysis:
1) Predicting fluorescent labels (DAPI) from phase contrast microscopy images
2) Dense nuclei counting in 2D and 3D
3) Object detection (alive, dead and aggregated cells) using YOLO-v8
4) Bacterial cell image segmentation
1) Predicting fluorescent labels (DAPI) from phase contrast microscopy images
2) Dense nuclei counting in 2D and 3D
3) Object detection (alive, dead and aggregated cells) using YOLO-v8
4) Bacterial cell image segmentation
Original language | English |
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Publication status | Published - 7 Jan 2023 |
Event | 11th TERMIS Winterschool: A Workshop Series on current hot Topics in Regenerative Medicine - Hotel zum jungen Römer, Radstadt, Austria Duration: 7 Jan 2024 → 10 Jan 2024 Conference number: 11 |
Conference
Conference | 11th TERMIS Winterschool |
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Country/Territory | Austria |
City | Radstadt |
Period | 07.01.2024 → 10.01.2024 |
Keywords
- deep learning
- Cells
- image analysis
- Cell counting