Search Results for author: Yu-Shao Peng

Found 4 papers, 1 papers with code

Image Outlier Detection Without Training using RANSAC

1 code implementation23 Jul 2023 Chen-Han Tsai, Yu-Shao Peng

Furthermore, we show that RANSAC-NN can enhance the robustness of existing methods by incorporating our algorithm as part of the data preparation process.

One-Class Classification Outlier Detection

Multi-Task Lung Nodule Detection in Chest Radiographs with a Dual Head Network

no code implementations7 Jul 2022 Chen-Han Tsai, Yu-Shao Peng

In this work, we present a multi-task lung nodule detection algorithm for chest radiograph analysis.

Lung Nodule Detection

Effective Medical Test Suggestions Using Deep Reinforcement Learning

no code implementations30 May 2019 Yang-En Chen, Kai-Fu Tang, Yu-Shao Peng, Edward Y. Chang

Effective medical test suggestions benefit both patients and physicians to conserve time and improve diagnosis accuracy.

reinforcement-learning Reinforcement Learning (RL)

REFUEL: Exploring Sparse Features in Deep Reinforcement Learning for Fast Disease Diagnosis

no code implementations NeurIPS 2018 Yu-Shao Peng, Kai-Fu Tang, Hsuan-Tien Lin, Edward Chang

This paper proposes REFUEL, a reinforcement learning method with two techniques: {\em reward shaping} and {\em feature rebuilding}, to improve the performance of online symptom checking for disease diagnosis.

reinforcement-learning Reinforcement Learning (RL)

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