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pro vyhledávání: '"Franklin Sierra"'
Autor:
Franklin Sierra-Jerez, Fabio Martínez
Publikováno v:
Health and Technology. 12:401-413
Publikováno v:
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).
Colorectal cancer (CRC) was responsible during 2020 for about one million deaths worldwide. Polyps are protuberance masses, observed in routine colonoscopies, that constitute the main CRC biomarker. Nonetheless, one of the best alternatives to the po
Autor:
Lina Vasquez, Diana Valenzuela, Carolina Valenzuela, Jefferson Rodriguez, Franklin Sierra, Fabio Martinez, David Romo-Bucheli, Paul Camacho, Daniel Mantilla
Publikováno v:
ISBI
This work introduces a 3D deep learning methodology to stratify patients according to the severity of lung infection caused by COVID-19 disease on computerized tomography images (CT). A set of volumetric attention maps were also obtained to explain t
Publikováno v:
EMBC
Polyps, represented as abnormal protuberances along intestinal track, are the main biomarker to diagnose gastrointestinal cancer. During routine colonoscopies such polyps are localized and coarsely characterized according to microvascular and surface