Search Results for author: Gene Kitamura

Found 3 papers, 1 papers with code

Human not in the loop: objective sample difficulty measures for Curriculum Learning

no code implementations2 Feb 2023 Zhengbo Zhou, Jun Luo, Dooman Arefan, Gene Kitamura, Shandong Wu

Curriculum learning is a learning method that trains models in a meaningful order from easier to harder samples.

Classification

Knowledge-Guided Multiview Deep Curriculum Learning for Elbow Fracture Classification

1 code implementation20 Oct 2021 Jun Luo, Gene Kitamura, Dooman Arefan, Emine Doganay, Ashok Panigrahy, Shandong Wu

We evaluate our method through extensive experiments on a classification task of elbow fracture with a dataset of 1, 964 images.

Classification Transfer Learning

Medical Knowledge-Guided Deep Curriculum Learning for Elbow Fracture Diagnosis from X-Ray Images

no code implementations20 Oct 2021 Jun Luo, Gene Kitamura, Emine Doganay, Dooman Arefan, Shandong Wu

We design an experiment with 1865 elbow X-ray images for a fracture/normal binary classification task and compare our proposed method to a baseline method and a previous method using multiple metrics.

Binary Classification

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