Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis

Medical Image Analysis, pp. 280-296, 2019.

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Abstract:

•We discuss different forms of supervision in medical image analysis.•Over 140 papers using semi-supervised, multi-instance or transfer learning are covered.•We discuss connections between these scenarios and further opportunities for research.

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