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--- medical_data:top [2020/08/31 04:02] – chekaki
+++ medical_data:top [2021/07/12 06:55] (current) – [Blood vessel segmentation using geometric constraints] wlsdzyzl
@@ Line 1: / Line 1: @@
-====Medical Data Projects====
+=====Medical Data Projects=====
 Develop novel learning techniques for challenging AI tasks in biomedical applications.
@@ Line 5: / Line 5: @@
 ----
+====Blood vessel segmentation using geometric constraints====
-===Brain MRI image segmentation for PVL diagnosis  ===
+[[medical_data:vessel_data | Datasets]] : datasets for blood vessel segmentation
+[[medical_data:vessel_resources | Resources]] : links to papers and online resources
+//Project updates//
+==Meeting on July 9, 2021==
+  * Attendee: Yang, Ruqi, Bo and Guoqing
+  * Meeting slides {{ :medical_data:report_7_8-9.pptx |}}
+  * Meeting recording {{ :medical_data:guoqing7.9.pdf |}}
+----------
+====Brain MRI image segmentation for PVL diagnosis  ====
-[[medical_data:pvl_data | Datasets & Tasks]] : about the PVL MRI dataset and preprocessing guide
+[[medical_data:pvl_data | Datasets ]] : about the PVL MRI dataset and preprocessing guide
 [[medical_data:pvl_reading | Reading List]] : related papers to be discussed later
@@ Line 46: / Line 59: @@
 ==Meeting on Aug 31,2020==
   * Attendee: Yang Li, Jingyun Yang, Yicong Li
-  * Set the goal: Multitask learning-mobility function prediction of infants based on MRI images.
+  * Meeting notes:{{:medical_data:meetingnotes01.pdf|}}
-  * Tasks to be learned: white matter lesions segmentation & hand function prediction & localization/counting of lesions & more
-  * Explore the appropriate multitask archtecture
+==Meeting on Oct 15,2020==
+  *Attendee : Yang Li, Heng Liu, Jingyun Yang, Yicong Li
+  *Data update:
+  - more MRI images of patients with PVL
+  - new classification of hand function in 5 classes
+  *More symptoms of PVL:
+  - A->B->C:The volum of white matter decreases while lateral ventricle and sylvian cistern become larger
+{{ medical_data:sym2.png?400 | Another symptoms of PVL }}
+  - A->B:The lateral wall of the lateral ventricle becomes irregular & B->C: Extensive cystic degeneration of the white matter around the lateral ventricle appears.
+{{ medical_data:sym1.png?400 | Another symptoms of PVL }}
+  *Standards for grading disease severity：
+  - Hand function
+  - Visible lesions in MRI images
+  *Task Updata:
+  - Lesions segmentation of MRI images
+  - Classification of hand function
+  - Counting of lesions
+  - To be explored:changes of lateral ventricle
+====Multi-task transfer learning for brain MRI image understanding====
+[[medical_data:multitask_transfer_data | Datasets & Tasks]] : brain MRI dataset and tasks