Do We Need Large Annotated Training Data for Detection Applications in Biomedical Imaging? A Case Study in Renal Glomeruli Detection

Michael Gadermayr, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof. Do We Need Large Annotated Training Data for Detection Applications in Biomedical Imaging? A Case Study in Renal Glomeruli Detection. In Li Wang 0026, Ehsan Adeli, Qian Wang, Yinghuan Shi, Heung-Il Suk, editors, Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings. Volume 10019 of Lecture Notes in Computer Science, pages 18-26, 2016. [doi]

Abstract

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