科研成果

2021
Huang Y, Preuhs A, Manhart M, Lauritsch G, Maier A. Data Extrapolation from Learned Prior Images for Truncation Correction in Computed Tomography. IEEE Transactions on Medical Imaging. 2021;40:3042–3053.
Huang Y, Fan F, Syben C, Roser P, Mill L, Maier A. Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems. Medical Image Analysis. 2021;70:102028.
Huang Y, Mill L, Stoll R, Kling L, Aust O, Wagner F, Grüneboom A, Schett G, Christiansen S, Maier A. Semi-permeable filters for interior region of interest dose reduction in X-ray microscopy, in Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9, 2021. Springer Fachmedien Wiesbaden Wiesbaden; 2021:61–66.
2020
Preuhs A, Manhart M, Roser P, Hoppe E, Huang Y, Psychogios M, Kowarschik M, Andreas M. Appearance Learning for Image-based Motion Estimation in Tomography. IEEE Transactions on Medical Imaging. 2020;39:3667–3678.
Huang Y. Consistency Conditions, Compressed Sensing and Machine Learning for Limited Angle Tomography. 2020.
Huang Y, Gao L, Preuhs A, Maier A. Field of View Extension in Computed Tomography Using Deep Learning Prior, in Bildverarbeitung für die Medizin 2020.; 2020:186–191.
Huang Y, Wang S, Guan Y, Maier A. Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning. Journal of Synchrotron Radiation. 2020;27:477–485.
2019
Huang Y, Würfl T, Breininger K, Liu L, Lauritsch G, Maier A. Some investigations on robustness of deep learning in limited angle tomography, in Bildverarbeitung für die Medizin 2019: Algorithmen–systeme–anwendungen. Proceedings des workshops vom 17. bis 19. März 2019 in Lübeck. Springer Fachmedien Wiesbaden Wiesbaden; 2019:21–21.
Huang X, Yang H, Huang Y, Shi L, He F, Maier A, Yan M. Robust mixed one-bit compressive sensing. Signal Processing. 2019;162:161–168.
Huang Y, Preuhs A, Lauritsch G, Manhart M, Huang X, Maier A. Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior, in MICCAI International Workshop on Machine Learning for Medical Image Reconstruction. Springer International Publishing; 2019:101–112.
Huang Y, Lu Y, Taubmann O, Lauritsch G, Maier A. Traditional machine learning for limited angle tomography. International journal of computer assisted radiology and surgery. 2019;14:11–19.
2018
Stromer D, Christlein V, Huang Y, Zippert P, Helmecke E, Hausotte T, Maier A. Dose reduction for historical books digitization by 3-D X-ray ct, in of Applied Sciences Upper Austria, U.(ed.) Proceedings of 8th Conference on Industrial Computed Tomography (iCT 2018).; 2018:1–2.
Zhou K, Ding Y, Vuletic I, Tian Y, Li J, Liu J, Huang Y, Sun H, Li C, Ren Q, et al. In vivo long-term investigation of tumor bearing mKate2 by an in-house fluorescence molecular imaging system. Biomedical engineering online. 2018;17:187.
Huang Y, Taubmann O, Huang X, Lauritsch G, Maier A. Papoulis–Gerchberg algorithms for limited angle tomography using data consistency conditions, in Procs CT Meeting.; 2018:189–192.
Huang Y, Lu Y, Taubmann O, Lauritsch G, Maier A. Traditional machine learning techniques for streak artifact reduction in limited angle tomography, in Bildverarbeitung für die Medizin 2018: Algorithmen-Systeme-Anwendungen. Proceedings des Workshops vom 11. bis 13. März 2018 in Erlangen. Springer Berlin Heidelberg Berlin, Heidelberg; 2018:222–227.
Würfl T, Hoffmann M, Christlein V, Breininger K, Huang Y, Unberath M, Maier AK. Deep learning computed tomography: Learning projection-domain weights from image domain in limited angle problems. IEEE transactions on medical imaging. 2018;37:1454–1463.
Huang Y, Taubmann O, Huang X, Haase V, Lauritsch G, Maier A. Scale-space anisotropic total variation for limited angle tomography. IEEE Transactions on Radiation and Plasma Medical Sciences. 2018;2:307–314.
Huang Y, Würfl T, Breininger K, Liu L, Lauritsch G, Maier A. Some investigations on robustness of deep learning in limited angle tomography, in International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer International Publishing Cham; 2018:145–153.
2017
Huang X, Xia Y, Huang Y, Hornegger J, Maier A. Overexposure correction by mixed one-bit compressive sensing for C-arm CT, in Bildverarbeitung für die Medizin 2017: Algorithmen-Systeme-Anwendungen. Proceedings des Workshops vom 12. bis 14. März 2017 in Heidelberg. Springer Berlin Heidelberg Berlin, Heidelberg; 2017:50–55.
Huang Y, Taubmann O, Huang X, Hornegger J, Lauritsch G, Maier A. Restoration of Missing Data in Limited Angle Tomography Based on Consistency Conditions, in Fully3D.Vol 150.; 2017:200.

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