Скачать или смотреть CBIS-DDSM: A curated mammography data set for use in CADe and CADx research (2017)

Title: A curated mammography data set for use in computer-aided detection and diagnosis research
Date: Dec 2017
Link: https://www.nature.com/articles/sdata...
Authors: Rebecca Sawyer Lee, Francisco Gimenez, Assaf Hoogi, Kanae Kawai Miyake, Mia Gorovoy & Daniel L. Rubin

I'm working on the problem of Breast Cancer Detection for some research, so NotebookLMing some papers specific to that. The regular programming will resume shortly.



Chapters:
00:00 - Introduction to CBIS-DDSM
00:47 - Solving the Reproducibility Crisis
02:14 - Overcoming DDSM Technical Hurdles
03:41 - Curating Clinical Metadata
04:43 - Decompression and Data Cleaning
06:42 - Improving Mass Segmentation Accuracy
08:18 - Addressing Segmentation Limitations
09:03 - Stratified Splits and Organization
10:47 - Impact and Future Challenges

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