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Associate Research Scientist | Hsiao, Chiu-Han |
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Publications |
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Journal Articles | |
1. |
Y.-C. Chang, K.-C. Yen, P.-C. Liang, M.-C. Ho, C.-M. Ho, C.-Y. Hsiao, C.-H. Hsiao, C.-H. Lu, and C.-H. Wu, "Automated Liver Volumetry and Hepatic Steatosis Quantification with Magnetic Resonance Imaging Proton Density Fat Fraction," to appear in Journal of the Formosan Medical Association. |
2. |
K. Y. Tai, F. Y. S. Lin, and C. H. Hsiao, "An Integrated Optimization-based Algorithm for Energy Efficiency and Resource Allocation in Heterogeneous Cloud Computing Centers," IEEE Access, volume 11, pages 53418-53428, May 2023. |
3. |
K. Y. Tai, B. C. Liu, C. H. Hsiao, M. C. Tsai, and F. Y. S. Lin, "A Near-Optimal Energy Management Mechanism Considering QoS and Fairness Requirements in Tree Structure Wireless Sensor Networks," Sensors, volume 23, number 2, pages 763, January 2023. |
4. |
C.-Y. Hsieh, W.-L. Chang, C.-H. Hsiao, F. Y.-S. Lin, P.-C. Yu, C.-W. Hung, and H.-M. Cheng, "Machine Learning of Home Blood Pressure to Predict Short-term and Long-term Cardiovascular Outcomes," Blood Pressure Monitoring, volume 27, number Suppl 1, pages e9, December 2022. |
5. |
Y. C. Chang, J. H. Lin, and C. H. Hsiao, "Examining Effective Means to Reduce Food Waste Behaviour in Buffet Restaurants," International Journal of Gastronomy and Food Science, volume 29, number 2022, pages 100054, September 2022. |
6. |
C. H. Hsiao, P. C. Lin, L. A. Chung, F. Y. S. Lin, F. J. Yang, S. Y. Yang, C. H. Wu, Y. Huang, and T. L. Sun, "A Deep Learning-based Precision and Automatic Kidney Segmentation System Using Efficient Feature Pyramid Networks in Computed Tomography Images," Computer Methods and Programs in Biomedicine, volume 221, pages 106854, June 2022. |
7. |
C. H. Hsiao, T. L. Sun, P. C. Lin, T. Y. Peng, Y. H. Chen, C. Y. Cheng, F. J. Yang, S. Y. Yang, C. H. Wu, F. Y. S. Lin, and Y. Huang, "A Deep Learning-based Precision Volume Calculation Approach for Kidney and Tumor Segmentation on Computed Tomography Images," Computer Methods and Programs in Biomedicine, volume 221, pages 106861, June 2022. |
8. |
C. H. Lee, R. Y. Chang, S. M. Cheng, C. H. Lin, and C. H. Hsiao, "Joint Beamforming and Power Allocation for M2M/H2H Co-Existence in Green Dynamic TDD Networks: Low-Complexity Optimal Designs," IEEE Internet of Things Journal, volume 9, number 6, pages 4799-4815, March 2022. |
9. |
C. H. Hsiao, Y. F. Wen, F. Y. S. Lin, Y. F. Chen, Y. Huang, Y. C. Su, and Y. S. Wu, "An Optimization-Based Orchestrator for Resource Access and Operation Management in Sliced 5G Core Networks," Sensors, volume 22, number 1, pages 100, January 2022. |
10. |
C. H. Hsiao, F. Y. S. Lin, H. J. Yang, Y. Huang, Y. F. Chen, C. W. Tu, and S. Y. Zhang, "Optimization-Based Approaches for Minimizing Deployment Costs for Wireless Sensor Networks with Bounded Estimation Errors," Sensors, volume 21, number 21, pages 7121, October 2021. |
11. |
F. Y. S. Lin, C. H. Hsiao, S. Y. Zhang, Y. P. Rung, and Y. X. Chen, "Cross-Device Matching Approaches: Word Embedding and Supervised Learning," Cluster Computing, volume 24, number 4, pages 3043-3053, June 2021. |
12. |
C. H. Hsiao, F. Y. S. Lin, E. S. H. Fang, Y. F. Chen, Y. F. Wen, Y. Huang, Y. C. Su, Y. S. Wu, and H. Y. Kuo, "Optimization-Based Resource Management Algorithms with Considerations of Client Satisfaction and High Availability in Elastic 5G Network Slices," Sensors, volume 21, number 5, pages 1882, March 2021. |
13. |
F. Y. S. Lin, C. M. Chiu, C. H. Hsiao, and Y. F. Wen, "Optimization-Based Offloading and Routing Strategies for Sensor-Enabled Video Surveillance Networks," IEEE Access, volume 8, pages 184284-184297, October 2020. |
14. |
C. H. Hsiao, Y. F. Wen, F. Y. S. Lin, and S. T. Kuo, "Markov Decision Process to Achieve Near-Optimal Admission Control Mechanism for 5G Cloud Radio Networks," Journal of Internet Technology, volume 20, number 5, pages 1561-1573, September 2019. |
15. |
F. Y. S. Lin, Y. F. Wen, L. W. Fang, and C. H. Hsiao, "Resource Allocation and Multisession Routing Algorithms in Coordinated Multipoint Wireless Communication," IEEE Systems Journal, volume 12, number 3, pages 2226-2237, September 2018. |
16. |
C. H. Hsiao, V. Rampa, Y. F. Wen, and F. Y. S. Lin, "A Testbed-based Framework for Performance Evaluation of Multicast Broadcast Systems in OFDMA Networks," Wireless Communications and Mobile Computing, volume 16, number 2, pages 150-165, February 2016. |
17. |
F. Y. S. Lin, C. H. Hsiao, H. H. Yen, and Y. J. Hsieh, "A Near-Optimal Distributed QoS Constrained Routing Algorithm for Multichannel Wireless Sensor Networks," Sensors, volume 13, number 12, pages 16424-16450, December 2013. |
18. |
F. Y. S. Lin, C. H. Hsiao, K. C. Chu, and Y. H. Liu, "Minimum-Cost QoS-Constrained Deployment and Routing Policies for Wireless Relay Networks," Journal of Applied Mathematics, volume 2013, pages 517846, July 2013. |
19. |
F. Y. S. Lin, C. H. Hsiao, L. S. C. Lin, and Y. F. Wen, "Utilizing Joint Routing and Capacity Assignment Algorithms to Achieve Inter- and Intra-group Delay Fairness in Multi-rate Multicast Wireless Sensor Network," Sensors, volume 13, number 3, pages 3588-3614, March 2013. |
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Conference Papers | |
1. |
C.-H. Hsiao, C.-H. Wu, F.-J. Yang, F. Y.-S. Lin, H.-P. Wu, T.-L. Sun, and Y. Huang, "Revolutionizing Liver Cancer Diagnostics: A novel AI-powered Framework for Enhanced CT Image Segmentation and Analysis Through Patch-based U-Net and Generative Artificial Intelligence," The 22nd Asian Oceanian Congress of Radiology (AOCR 2024) & Taiwan Radiology Congress 2024, March 2024, Oral presentation. |
2. |
C.-H. Hsiao, F. Y.-S. Lin, T.-L. Sun, P.-T. Chung, H.-N. Wang, H.-M. Cheng, Y.-F. Wang, and Y. Huang, "Deep Learning Fusion for Enhanced Coronary Artery Disease Diagnostics: Integrating Clinical Data with Multimodal CNNs in SPECT-MPI Image Processing," The 22nd Asian Oceanian Congress of Radiology (AOCR 2024) & Taiwan Radiology Congress 2024, March 2024, Oral presentation. |
3. |
C. H. Hsiao, F. Y.-S. Lin, Y.-T. Lu, C.-H. Wu, Y. Huang, F.-J. Yang, and S.-Y. Yang, "Revolutionizing Renal Cell Carcinoma Diagnosis: AI-powered Advances in ccRCC Classification," The 22nd Asian Oceanian Congress of Radiology (AOCR 2024) & Taiwan Radiology Congress 2024, March 2024, Oral presentation. |
4. |
C.-H. Hsiao, C.-H. Wu, F.-J. Yang, F. Y.-S. Lin, P.-H. Wu, T.-L. Sun, and Y. Huang, "Multiphase Fusion in HCC Diagnostics: Leveraging Advanced Image Augmentation and Deep Learning for Enhanced CT Analysis," The 22nd Asian Oceanian Congress of Radiology (AOCR 2024) & Taiwan Radiology Congress 2024, March 2024, Oral presentation. |
5. |
C. H. Hsiao, T. Y. Peng, W. C. Huang, H. I. Teng, T. M. Lu, F. Y. S. Lin, and Y. Huang, "A Federated Learning-based Precision Prediction Model for External Elastic Membrane and Lumen Boundary Segmentation in Intravascular Ultrasound Images," The 36-th International Conference on Advanced Information Networking and Applications (AINA-2022), pages 375-386, April 2022. |
6. |
C. H. Hsiao, P. C. Yu, C. Y. Hsieh, B. Z. Zhong, Y. L. Tsai, H. M. Cheng, W. L. Chang, F. Y. S. Lin, and Y. Huang, "A Machine Learning-based Model for Predicting the Risk of Cardiovascular Disease," The 36-th International Conference on Advanced Information Networking and Applications (AINA-2022), pages 364-374, April 2022. |
7. |
C. J. Huang, F. S. Hsu, S. C. Lin, C. H. Hsiao, Yennun Huang, S. R. Huang, F. Y. S. Lin, and C. W. Chen, "A Wavelet Transform Based Denoising Algorithm for Breathing Sound Detection," ANESTHESIOLOGY, October 2021. |
8. |
C. H. Hsiao, M. C. Tsai, F. Y. S. Lin, P. C. Lin, F. J. Yang, S. Y. Yang, S. Y. Wang, P. R. Liu, and Y. Huang, "Automatic Kidney Volume Estimation System Using Transfer Learning Techniques," The 35th International Conference on Advanced Information Networking and Applications (AINA-2021), volume 2, Leonard Barolli, Isaac Woungang and and Tomoya Enokido, editors, Springer International Publishing, pages 370-381, May 2021. |
9. |
F. Y. S. Lin, W. Y. Lin, K. Y. Tai, C. H. Hsiao, and H. J. Yang, "A Usage-based Insurance Policy Bidding and Support Platform Using Internet of Vehicles Infrastructure and Blockchain Technology," The 35th International Conference on Advanced Information Networking and Applications (AINA-2021), volume 2, Leonard Barolli, Isaac Woungang and and Tomoya Enokido, editors, Springer International Publishing, pages 240-249, May 2021. |
10. |
C. H. Hsiao, T. W. Lin, C. W. Lin, F. Y. S. Lin, F. S. Hsu, C. W. Chen, and C. M. Chung, "Breathing Sound Segmentation and Detection Using Transfer Learning Techniques on an Attention-Based Encoder-Decoder Architecture," 2020 42nd Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC-2020), pages 754-759, July 2020. |
11. |
F. Y. S. Lin, E. S. H. Fang, and C. H. Hsiao, "Facial Recognition and Emotion Detection System for Dynamic Advertisement Allocation," The Fourteenth International Conference on Internet and Web Applications and Services (ICIW-2019), pages 7-12, July 2019. |
12. |
F. Y. S. Lin, E. S. H. Fang, C. H. Hsiao, and H. H. Lin, "Utilizing Artificial Neural Networks to Identify Influencers for Crowdfunding Campaigns on Twitter," The Fourteenth International Conference on Internet and Web Applications and Services (ICIW-2019), pages 27-35, July 2019. |
13. |
F. Y. S. Lin, C. H. Hsiao, Y. F. Wen, and Y. C. Su, "Adaptive Broadcast Routing Assignment Algorithm for Blockchain Synchronization Services," The 10th International Conference on Ubiquitous and Future Networks (ICUFN-2018), pages 487-492, July 2018. |
14. |
F. Y. S. Lin, C. H. Hsiao, Y. F. Wen, and Y. S. Wu, "Optimization-Based Resource Management Strategies for 5G C-RAN Slicing Capabilities," The 10th International Conference on Ubiquitous and Future Networks (ICUFN-2018), pages 346-351, July 2018. |
15. |
S. Y. Chen, F. Y. S. Lin, Y. F. Wen, and C. H. Hsiao, "Starvation-Avoidance Routing Assignment for Multihop Wireless Networks," The 32nd IEEE International Conference on Advanced Information Networking and Applications (AINA-2018), pages 366-372, May 2018. |
16. |
F. Y. S. Lin, C. H. Hsiao, Y. F. Wen, and P. C. Chien, "Dynamical Cloud Hosts Assignment to Achieve Cost-Effectiveness in Cloud Radio Access Networks," The Nineth International Conference on Ubiquitous and Future Networks (ICUFN-2017), pages 306-311, July 2017. |
17. |
F. Y. S. Lin, M.C. Tsai, Y. F. Wen, and C. H. Hsiao, "Adaptive Power Ranges and Associations for Self-Healing in Multiple Types of Wi-Fi Networks," The 13th International Wireless Communications and Mobile Computing Conference (IWCMC-2017), pages 1084-1089, June 2017. |
18. |
L. W. Fang, F. Y. S. Lin, Y. F. Wen, and C. H. Hsiao, "Optimize Quality-of-Experience with Scheduling Design in Heterogeneous Wireless Networks," 2016 International Conference on Business and Information (BAI-2016), July 2016. |
19. |
F. Y. S. Lin, C. H. Hsiao, and Y. F. Wen, "A Precision Operation Optimization for Detection-Based Sensor Networks," The 30th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016), pages 444-451, March 2016. |
20. |
Y. F. Wen, S. Y. Chen, C. H. Hsiao, and F. Y. S. Lin, "Explore and Analyze the Performance Factors for Wi-Fi Sensing Starvation Problems," The 30th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016), pages 290-296, March 2016. |
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