23–25 Oct 2024
Milan, Italy
Europe/Rome timezone

Introducing ultrack: cell tracking in python under segmentation uncertainty

25 Oct 2024, 12:30
1h
Upper Egg Room - Small (Human Technopole)

Upper Egg Room - Small

Human Technopole

Speakers

Jordão Bragantini (CZ Biohub) Teun Huijben (Chan Zuckerberg Biohub San Francisco)

Description

In this interactive workshop, we will explore ultrack, a cutting-edge multi-hypothesis tracking framework designed for cell tracking across multiple microscopy modalities. Participants will begin by learning the core principles that drive ultrack's robust performance, including its ability to handle multiple input types such as intensity images, segmentation masks, contours or a combination of them. The session will progress through segmentation and tracking a dataset from scratch where an single off-the-self cell segmentation model fails. This hands-on experience will equip attendees with the skills to implement this powerful tool in their research workflows.

Target audience Beginner users, Intermediate users
Keywords cell tracking, cell segmentation, image analysis

Presentation materials

There are no materials yet.