Predicting Microsatellite Instability from Pathological Images Using Self-Supervised Learning Methods

Author:

Ruan Ruyun1ORCID,Huang Shoujin2ORCID,Su Liyilei1ORCID,Khan Rashid1ORCID,Huang Bingding1ORCID

Affiliation:

1. College of Big Data and Internet, Shenzhen Technology University, China

2. College of Health Science and Environmental Engineering, Shenzhen Technology University, China

Funder

the Project of the Educational Commission of Guangdong Province of China

Publisher

ACM

Reference26 articles.

1. Echle , A. , , Clinical-Grade Detection of Microsatellite Instability in Colorectal Tumors by Deep Learning. Gastroenterology 159(4), 1406-+ ( 2020 ). Echle, A., , Clinical-Grade Detection of Microsatellite Instability in Colorectal Tumors by Deep Learning. Gastroenterology 159(4), 1406-+ (2020).

2. Boland , C.R. and A. Goel , Microsatellite Instability in Colorectal Cancer. Gastroenterology 138 ( 6 ), 2073 - 2U87 ( 2010 ). Boland, C.R. and A. Goel, Microsatellite Instability in Colorectal Cancer. Gastroenterology 138(6), 2073-U87 (2010).

3. Boland , C.R. , , A National Cancer Institute Workshop on Microsatellite Instability for Cancer Detection and Familial Predisposition: Development of International Criteria for the Determination of Microsatellite Instability in Colorectal Cancer. Cancer Research 58 ( 22 ), 5248 - 5257 ( 1998 ). Boland, C.R., , A National Cancer Institute Workshop on Microsatellite Instability for Cancer Detection and Familial Predisposition: Development of International Criteria for the Determination of Microsatellite Instability in Colorectal Cancer. Cancer Research 58(22), 5248-5257 (1998).

4. Kawakami , H. , A. Zaanan , and F.A. Sinicrope , Microsatellite Instability Testing and Its Role in the Man-agement of Colorectal Cancer. Current Treatment Options in Oncology 16(7) ( 2015 ). Kawakami, H., A. Zaanan, and F.A. Sinicrope, Microsatellite Instability Testing and Its Role in the Man-agement of Colorectal Cancer. Current Treatment Options in Oncology 16(7) (2015).

5. Molecular Characterization of MSI-H Colorectal Cancer by MLHI Promoter Methylation, Immunohistochemistry, and Mismatch Repair Germline Mutation Screening

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