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Improved Breath Phase and Continuous Adventitious Sound Detection in Lung and Tracheal Sound Using Mixed Set Training and Domain Adaptation



Fu-Shun Hsu , Shang-Ran Huang , Chang-Fu Su , Chien-Wen Huang , Yuan-Ren Cheng , Chun-Chieh Chen , Chun-Yu Wu , Chung-Wei Chen , Yen-Chun Lai , Tang-Wei Cheng , Nian-Jhen Lin , Wan-Ling Tsai , Ching-Shiang Lu , Chuan Chen , Feipei Lai

* To be submitted, 31 pages, 6 figures, 5 tables 

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Multi-path Convolutional Neural Networks Efficiently Improve Feature Extraction in Continuous Adventitious Lung Sound Detection



Fu-Shun Hsu , Shang-Ran Huang , Chien-Wen Huang , Chun-Chieh Chen , Yuan-Ren Cheng , Feipei Lai

* To be submitted, 32 pages, 8 figures, 2 tables 

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Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database-HF_Lung_V1



Fu-Shun Hsu , Shang-Ran Huang , Chien-Wen Huang , Chao-Jung Huang , Yuan-Ren Cheng , Chun-Chieh Chen , Jack Hsiao , Chung-Wei Chen , Li-Chin Chen , Yen-Chun Lai , Bi-Fang Hsu , Nian-Jhen Lin , Wan-Lin Tsai , Yi-Lin Wu , Tzu-Ling Tseng , Ching-Ting Tseng , Yi-Tsun Chen , Feipei Lai

* 48 pages, 8 figures. To be submitted 

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An Update of a Progressively Expanded Database for Automated Lung Sound Analysis



Fu-Shun Hsu , Shang-Ran Huang , Chien-Wen Huang , Yuan-Ren Cheng , Chun-Chieh Chen , Jack Hsiao , Chung-Wei Chen , Feipei Lai

* 7 pages, 4 figures, 3 tables. To be submitted 

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Development of a Respiratory Sound Labeling Software for Training a Deep Learning-Based Respiratory Sound Analysis Model



Fu-Shun Hsu , Chao-Jung Huang , Chen-Yi Kuo , Shang-Ran Huang , Yuan-Ren Cheng , Jia-Horng Wang , Yi-Lin Wu , Tzu-Ling Tzeng , Feipei Lai

* 6 pages, 2 figures, Accepted by International Forum On Medical Imaging In Asia (IFMIA 2021) 

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Deep Learning Based Segmentation of Various Brain Lesions for Radiosurgery



Siang-Ruei Wu , Hao-Yun Chang , Florence T Su , Heng-Chun Liao , Wanju Tseng , Chun-Chih Liao , Feipei Lai , Feng-Ming Hsu , Furen Xiao


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