469 citations · 779 across the 9 of their papers we have counts for
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cs.CV2018★ 283 cited
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification
Marc Combalia, Veronica Vilaplana
We propose a patch sampling strategy based on a sequential Monte-Carlo method for high resolution image classification in the context of Multiple Instance Learning. When compared w…
cs.CV2018
Cluster-Based Learning from Weakly Labeled Bags in Digital Pathology
Shazia Akbar, Anne L. Martel
To alleviate the burden of gathering detailed expert annotations when training deep neural networks, we propose a weakly supervised learning approach to recognize metastases in mic…