Tung-Han Hsieh 謝東翰
Research Specialist

Ways to contact me：

E-mail:thhsiehgate.sinica.edu.tw
Phone:886-2-2787-3181
Fax: 886-2-2787-3122
Address: Research Center for Applied Sciences, Academia Sinica
128 Sec. 2, Academia Rd., Nankang, Taipei 11529, Taiwan
中央研究院應用科學研究中心
台北市11529南港區研究院路二段128號

Education：

Experience：

Research Fields：

  • HPC development and maintenance.

  • Machine learning.

  • Bio-Imaging processing.

  • Computational physics and Lattice gauge theory.

Recent Publications：

  1. Wei-Ru Lu, Wen-Tse Yang, Justin Chu, Tung-Han Hsieh, and Fu-Liang Yang, "Deduction learning for precise noninvasive measurements of blood glucose with a dozen rounds of data for model training", Sci. Rep. 12, 6506 (2022).
    [ DOI:10.1038/s41598-022-10360-3 ]

  2. Wei-Che Huang, Chin-Dian Wei, Shimshon Belkin, Tung-Han Hsieh, Ji-Yen Cheng,
    "Machine-learning assisted antibiotic detection and categorization using a bacterial sensor array", Sensors and Actuators B: Chemical, 355, 2022, 131257.
    [ DOI:10.1016/j.snb.2021.131257 ]

  3. Justin Chu, Wen-Tse Yang, Wei-Ru Lu, Yao-Ting Chang, Tung-Han Hsieh, and Fu-Liang Yang, "90% accuracy for photoplethysmography-based non-invasive blood glucose prediction by deep learning with cohort arrangement and quarterly measured HbA1c", Sensors 2021, 21, 7815.
    [ DOI:10.3390/s21237815 ]

  4. Bitewulign Kassa Mekonnen, Tung-Han Hsieh, Dian-Fu Tsai, Shien-Kuei Liaw, Fu-Liang Yang, and Sheng-Lung Huang, "Generation of augmented capillary network optical coherence tomography image data of human skin for deep learning and capillary segmentation", Diagnostics 2021, 11, 685.
    [ DOI:10.3390/diagnostics11040685 ]

  5. Justin Chu, Wen-Tse Yang, Tung-Han Hsieh, Fu-Liang Yang, "One-minute finger pulsation measurement for diabetes rapid screening with 1.3% to 13% false-negative prediction rate", Biomedical Statistics and Informatics, Vol.6, No.1, 2021, pp.6-13.
    [ DOI:10.11648/j.bsi.20210601.12 ]

  6. Bitewulign Kassa Mekonnen, Webb Yang, Tung-Han Hsieh, Shien-Kuei Liaw, and Fu-Liang Yang, "Accurate prediction of glucose concentration and identification of major contributing features from hardly distinguishable near-infrared spectroscopy", Biomedical Signal Processing and Control 59 (2020) 101923.
    [ DOI:10.1016/j.bspc.2020.101923 ]

  7. Hsiao-Mei Wu, Tse-Ang Lee, Ping-Liang Ko, Wei-Hao Liao, Tung-Han Hsieh, and Yi-Chung Tung, "Widefield frequency domain fluorescence lifetime imaging microscopy (FD-FLIM) for accurate measurement of oxygen gradients within microfluidic devices", Analyst, 2019, 144, 3494.
    [ DOI:10.1039/c9an00143c ]

  8. Hsien-San Hou, Kuang-Li Lee, Chen-Hung Wang, Tung-Han Hsieh, Juan-Jie Sun, Pei-Kuen Wei, and Ji-Yen Cheng, "Simultaneous assessment of cell morphology and adhesion using aluminum nanoslit-based plasmonic biosensing chips", Scientific Reports (2019) 9:7204
    [ DOI:10.1038/s41598-019-43442-w ]

  9. Wing Kiu Yeung, Huai-Yi Chen, Juan-Jie Sun, Tung-Han Hsieh, Mansoureh Z. Mousavi, Hsi-Hsien Chen, Kuang-Li Lee, Heng Lin, Pei-Kuen Wei and Ji-Yen Cheng, "Multiplex detection of urinary miRNA biomarkers by transmission surface plasmon resonance", Analyst, 2018, 143, 4715.
    [ DOI:10.1039/c8an01127c ]

  10. Chia-Jui Hsieh, Ta-Ko Huang, Tung-Han Hsieh, Guo-Huei Chen, Kun-Long Shih, Zhan-Yu Chen, Jyh-Cheng Chen, Woei-Chyn Chu, "Compressed sensing based CT reconstruction algorithm combined with modified Canny edge detection", Phys. Med. Biol. 63 (2018) 155011.
    [ DOI:10.1088/1361-6560/aacece ]

  11. Chi-Ti Hsieh, Tung-Han Hsieh, Shu-Wei Chang, "Improving accuracy using subpixel smoothing for multiband effective-mass Hamiltonians of semiconductor nanostructures", Comp. Phys. Comm. 201 (2016) 63.
    [ DOI:10.1016/j.cpc.2015.12.018 ]

  12. Hui-Chen Tsai, Chun-Fang Chang, Bi-Chang Chen, Ji-Yen Cheng, Chih-Wei Chu, Hsieh-Cheng Han, Koji Hatanaka, Tung-Han Hsieh, Chau-Hwang Lee, Jung-Hsin Lin, Yi-Chung Tung, Pei-Kuen Wei, Fu-Liang Yang, Din Ping Tsai, "Research on imaging, sensing, and characterization of cells at Research Center for Applied Sciences (RCAS), Academia Sinica", Proc. SPIE 9792, Biophotonics Japan 2015, 979212.
    [ DOI:10.1117/12.2199475 ]

  13. Wen-Ping Chen, Yu-Chih Chen, Ting-Wai Chiu, Han-Yi Chou, Tian-Shin Guu, Tung-Han Hsieh (TWQCD Collaboration), "Decay constants of pseudoscalar D-mesons in lattice QCD with domain-wall fermion", Phys. Lett. B 736 (2014) 231.
    [ DOI:10.1016/j.physletb.2014.07.025 ]

  14. Ting-Wai Chiu, Tung-Han Hsieh, Yao-Yuan Mao, "Pseudoscalar meson in two flavors QCD with the optimal domain-wall fermion", Phys. Lett. B 717 (2012) 420.
    [ DOI:10.1016/j.physletb.2012.09.067 ]

  15. S.Aoki, T.W.Chiu, G.Cossu, X.Feng, H.Fukaya, S.Hashimoto, T.H.Hsieh, T.Kaneko, H.Matsufuru, J.I.Noaki, T.Onogi, E.Shintani, K.Takeda, "Simulation of quantum chromodynamics on the lattice with exactly chiral lattice fermions", Prog. Theor. Exp. Phys. 2012, 01A106.
    [ DOI:10.1093/ptep/pts006 ]

  16. Ting-Wai Chiu, Tung-Han Hsieh and Yao-Yuan Mao (for the TWQCD Collaboration), "Topological Susceptibility in Two Flavors Lattice QCD with the Optimal Domain-Wall Fermion", Phys.Lett.B702 (2011) 131.
    [ DOI:10.1016/j.physletb.2011.06.070 ]

  17. W.C.Lin, C.P.Liu, C.H.Kuo, H.Y.Chang, C.J.Chang, T.H.Hsieh, S.H.Lee, Y.W.You, W.L.Kao, G.J.Yen, C.C.Huang, and J.J.Shyue, "The role of the auxiliary atomic ion beam in C60^+ - Ar^+ co-sputtering", Analyst 136, 941-946, 2011.
    [ DOI:10.1039/c0an00642d ]

  18. S.Aoki, T.W.Chiu, H.Fukaya, S.Hashimoto, T.H.Hsieh, T.Kaneko, H.Matsufuru, J.Noaki, T.Onogi, E.shintani, and N.Yamada (JLQCD and TWQCD collaborations), "Pion form factors from two-flavor lattice QCD with exact chiral symmetry", Phys.Rev.D80 034508, 2009.
    [ DOI:10.1103/PhysRevD.80.034508 ]

  19. E.Shintani, S.Aoki, T.W.Chiu, S.Hashimoto, T.H.Hsieh, T.Kaneko, H.Matsufuru, J.Noaki, T.Onogi, and N.Yamada (JLQCD and TWQCD Collaboration), "Lattice study of the vacuum polarization function and determination of the strong coupling constant", Phys.Rev.D79 074510, 2009.
    [ DOI:10.1103/PhysRevD.79.074510 ]

  20. J.Noaki, S.Aoki, T.W.Chiu, H.Fukaya, S.Hashimoto, T.H.Hsieh, T.Kaneko, H.Matsufuru, T.Onogi, E.Shintani, and N.Yamada (JLQCD and TWQCD Collaborations), "Convergence of the Chiral Expansion in Two-Flavor Lattice QCD", Phys.Rev.Lett.101 202004, 2008.
    [ DOI:10.1103/PhysRevLett.101.202004 ]

  21. TWQCD Collaboration: T.-W. Chiu, T.-H. Hsieh, and P.-K. Tseng, "Topological susceptibility in 2+1 flavors lattice QCD with domain-wall fermions", Phys. Lett. B671, 135, 2008.
    [ DOI:10.1016/j.physletb.2008.11.058 ]

  22. JLQCD and TWQCD Collaborations: S. Aoki, T.W. Chiu, H. Fukaya, S. Hashimoto, T.H. Hsieh, T. Kaneko, H. Matsufuru, J. Noaki, K. Ogawa, T. Onogi, N. Yamada, "Topological susceptibility in two-flavor lattice QCD with exact chiral symmetry", Phys. Lett. B665, 294, 2008.
    [ DOI:10.1016/j.physletb.2008.06.039 ]

  23. TWQCD Collaboration: T.-W. Chiu, T.-H. Hsieh, C.-H. Huang, and K. Ogawa, "Beauty mesons in lattice QCD with exact chiral symmetry", Phys. Lett. B651, 171, 2007.
    [ DOI:10.1016/j.physletb.2007.06.017 ]

  24. TWQCD Collaboration: T.-W. Chiu, and T.-H. Hsieh, "X(3872) in lattice QCD with exact chiral symmetry", Phys. Lett. B646, 95, 2007.
    [ DOI:10.1016/j.physletb.2007.01.019 ]

  25. TWQCD Collaboration: T.-W. Chiu, and T.-H. Hsieh, "Pseudovector meson with strangeness and closed-charm", Phys. Rev. D73, 111503, 2006.
    [ DOI:10.1103/PhysRevD.73.111503 ]

  26. TWQCD Collaboration: T.-W. Chiu, and T.-H. Hsieh, "Y(4260) on the lattice", Phys. Rev. D73, 094510, 2006.
    [ DOI:10.1103/PhysRevD.73.094510 ]

  27. T.-W. Chiu, T.-H. Hsieh, J.-Y. Lee, P.-H. Liu, and H.-J. Chang, "Pseudoscalar decay constants $f_D$ and $f_{D_s}$ in lattice QCD with exact chiral symmetry", Phys. Lett. B624, 31, 2005.
    [ DOI:10.1016/j.physletb.2005.08.009 ]

  28. T.-W. Chiu, and T.-H. Hsieh, "Study of $\Theta^ (udud\bar s)$ in lattice QCD with exact chiral symmetry", Phys. Rev. D72, 034505, 2005.
    [ DOI:10.1103/PhysRevD.72.034505 ]

  29. T.-W. Chiu, and T.-H. Hsieh, "Neuberger's double pass algorithm", Phys. Rev. E68, 066704, 2003.
    [ DOI:10.1103/PhysRevE.68.066704 ]

  30. T.-W. Chiu, and T.-H. Hsieh, "Light quark masses, chiral condensate and quark-gluon condensate in quenched lattice QCD with exact chiral symmetry", Nucl. Phys. B673, 217, 2003.
    [ DOI:10.1016/j.nuclphysb.2003.09.035 ]

  31. T.-W. Chiu, T.-H. Hsieh, C.-H. Huang, and T.-R. Huang, "A Linux PC cluster for lattice QCD with exact chiral symmetry", Int. J. Mod. Phys. C14, 723, 2003.
    [ DOI:10.1142/S0129183103004954 ]

  32. T.-W. Chiu, T.-H. Hsieh, C.-H. Huang, and T.-R. Huang, "Note on Zolotarev optimal rational approximation for the overlap Dirac operator", Phys. Rev. D66, 114502, 2002.
    [ DOI:10.1103/PhysRevD.66.114502 ]

  33. T.-W. Chiu, and T.-H. Hsieh, "Quenched chiral logarithms in lattice QCD with exact chiral symmetry", Phys. Rev. D66, 014506, 2002.
    [ DOI:10.1103/PhysRevD.66.014506 ]

  34. T.-W. Chiu, and T.-H. Hsieh, "Light quark masses in quenched QCD with exact chiral symmetry", Phys. Lett. B538, 298, 2002.
    [ DOI:10.1016/S0370-2693(02)02023-3 ]

  35. T.-W. Chiu, and T.-H. Hsieh, "Perturbation calculation of the axial anomaly of a Ginsparg-Wilson lattice Dirac operator", Phys. Rev. D65, 054508, 2002.
    [ DOI:10.1103/PhysRevD.65.054508 ]

Patents：