medical_data:top
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Medical Data Projects
Develop novel learning techniques for challenging AI tasks in biomedical applications.
Brain MRI image segmentation for PVL diagnosis
Dataset : about the PVL MRI dataset and preprocessing guide
Reading List : related papers to be discussed later
Resources : external links to tools and online learning resources
Project updates
Meeting on Dec 31, 2019
- Attendee: Peiwu Qin, Yifeng Xie,Yang Li, Jingyun Yang (R), Shi Lu
- Yifeng went over key slides in the presentation pvl概述-ai_2018.2.1.pptx
- Yifeng and Prof Qin answered questions about MRI data preprocessing
- Discussed the possibility of using multi-task learning for joint MRI image segmentation and hand functionality prediction.
Meeting on Jan 6, 2020
- Discuss with Dr. Heng Liu on understanding MRI images for PVL diagnosis.
- Dr.Heng Liu introduced how to distinguish the lesion of white matter.(by color and edge)
The red arrow and white arrow points to the lesion regions while the blue arrow points to the healthy region.
- Yifeng and Dr.Heng Liu introduced how to know the specification of each image.(by pydicom)
- Dr.Heng Liu set forth the aims of speculating on the possibility of cerebral palsy.
medical_data/top.1578477533.txt.gz · Last modified: 2020/01/08 04:58 by chekaki