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ncoudray / DeepPATH

Classification of Lung cancer slide images using deep-learning
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Multiple Instance Learning #138

Open jafarinia opened 1 year ago

jafarinia commented 1 year ago

Hi. Thanks again for the wonderful work. One thing that is extremely vague in your paper is what exactly the "Model" in Figure 1? Is is a multiple instance method? (averaging) and if yes do you have some idea one why multiple instance learning papers stating to be SOTA still get worser results than you work? (e.g. Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning and DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification)

ncoudray commented 1 year ago

Hi - The Model in Fig 1 just refers to trained version of the inception architecture.