[Tien] Data and methods related to birth defect

1. Fetal brain abnormalities ultrasound

https://www.kaggle.com/datasets/amalalawady/fetal-brain-abnormalities-ultrasound/data

2. CHD: heart defect

https://bcv-uniandes.github.io/CardiumPage/?

Need request

Binary classification

3.

https://universe.roboflow.com/ultrasound-imges/abnormal-fetal

Detection parts of brain

Has multi-classification, segmentation

4.

https://www.nature.com/articles/s41597-021-00946-3?#Sec8

Human fetal tissue segmentation: Deep learning

5.

https://pmc.ncbi.nlm.nih.gov/articles/PMC8972161/?#s6

Data not available, due to hospital, but same direction

6.

https://figshare.com/collections/HVSMR-2_0_A_3D_cardiovascular_MR_dataset_for_whole-heart_segmentation_in_congenital_heart_disease/7074755

Data CHD: Cropped and original

7.

https://www.nature.com/articles/s41591-021-01342-5.pdf?

Same direction, focus on heart defect, no data.

 

Mostly, the data of the written papers in the same direction are not public. But those papers are accepted mostly at Q1 ranking, so it means hard but potential. Public data mostly are non-label or labeled simply like normal/abnormal and mostly, without segmentation ;-;