參考文獻 |
1. 衛生福利部統計室, "國人各年度十大死因統計結果," [Online]. Available: https://dep.mohw.gov.tw/DOS/np-1776-113.html. [Accessed 20 - June - 2018].
2. 中華民國骨質疏鬆症學會, "2017 台灣成人骨質疏鬆症防治之共識及指引," [Online]. Available: http://www.toa1997.org.tw/download/2017_TOA_guideline-0615.pdf. [Accessed 12 - June - 2018].
3. 萬芳醫院, 心臟血管圖, 2018.
4. 衛生福利部國民健康署, "認識冠心病," [Online]. Available: https://www.hpa.gov.tw/Pages/Detail.aspx?nodeid=632&pid=1188. [Accessed 21 - June - 2018].
5. I. I?gum , A. Rutten, M. Prokop, and B. van Ginneken, "Detection of coronary calcifications from computed tomography scans for automated risk assessment of coronary artery disease," Medical Physics, vol. 34, no. 4, pp. 1450-1461, April 2017.
6. A. Jain and D. Zongker, “Feature selection: evaluation, application, and small sample performance,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 19, no. 2, pp. 153-158, 1997.
7. "Wikipedia - Vertebral column," [Online]. Available: https://en.wikipedia.org/wiki/Vertebral_column. [Accessed 21 - June - 2018].
8. H. K. Genant, M. Jergas, L. Palermo, M. Nevitt, R. S. Valentin, D. Black, and S. R. Cummings, "Comparison of semiquantitative visual and quantitative morphometric assessment of prevalent and incident vertebral fractures in osteoporosis," Journal of Bone and Mineral Research, vol. 11, no. 7, pp. 984-996, July 1996.
9. M. Grigoryan, A. Guermazi, F. W. Roemer, P. D. Delmas, and H. K. Genant, “Recognizing and reporting osteoporotic vertebral fractures,” European Spine Journal, vol. 12, Suppl. 2, pp. S104-S112, October 2003.
10. H. K. Genant, C. Y. Wu, C. V. Kuijk, and M. C. Nevitt, "Vertebral Fracture Assessment Using a Semiquantitative Technique," Journal of Bone and Mineral Research, vol. 8, no. 9, pp. 1137-1148, September 1993.
11. J. E. Burns, J. Yao, and R. M. Summers, "Vertebral Body Compression Fractures and Bone Density: Automated Detection and Classification on CT Images," Radiology, vol. 284, no. 3, pp. 788-797, September 2017.
12. T. Baum, J. S. Bauer, T. Klinder, M. Dobritz, E. J. Rummeny, P. B. Noel, and C. Lorenz, "Automatic detection of osteoporotic vertebral fractures in routine thoracic and abdominal MDCT," European Radiology, vol. 24, no. 4, pp. 872-880, April 2014.
13. J. Yao, S. D. O’Connor, and R. M. Summers, “Automated spinal column extraction and partitioning,” 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006., pp. 390-393, 2006.
14. "Wikipedia - Convolutional neural network," [Online]. Available: https://en.wikipedia.org/wiki/Convolutional_neural_network. [Accessed 21 - June - 2018].
15. "Convolutional Neural Networks," [Online]. Available: http://cs231n.github.io/convolutional-networks/. [Accessed 22 - June - 2018].
16. H. Lee, R. Grosse, R. Ranganath, and A. Y. Ng, "Convolutional Deep Belief Networks for Scalable Unsupervised Learning of Hierarchical Representations," in Proceedings of the 26th Annual International Conference on Machine Learning, pp. 609-616, 2009.
17. K. He, G. Gkioxari, P. Dollar, and R. Girshick, "Mask R-CNN," in IEEE International Conference on Computer Vision, pp. 2980-2988, 2017.
18. R. Girshick, J. Donahue , T. Darrell, and J. Malik, "Rich feature hierarchies for accurate object detection and semantic segmentation," in IEEE Conference on Computer Vision and Pattern Recognition, pp. 580-587, 2014.
19. "Tensorflow," [Online]. Available: https://www.tensorflow.org. [Accessed 21 - June - 2018].
20. "Wikipedia - Keras," [Online]. Available: https://en.wikipedia.org/wiki/Keras. [Accessed 21 - June - 2018].
21. Z. Guo and R. W. Hall, "Parallel thinning with two-subiteration algorithms," Communications of the ACM, vol. 32, no. 3, pp. 359-373, March 1989.
22. "Wiki: Depth-first_search," [Online]. Available: https://en.wikipedia.org/wiki/Depth-first_search. [Accessed 24 - June - 2018].
23. "Labelme: Image Polygonal Annotation with Python," [Online]. Available: https://github.com/wkentaro/labelme. [Accessed 11 - June - 2018].
24. "Wikipedia - F1 score," [Online]. Available: https://en.wikipedia.org/wiki/F1_score. [Accessed 16 - June - 2018].
25. "Otsu′s method," [Online]. Available: https://en.wikipedia.org/wiki/Otsu%27s_method. [Accessed 22 - June - 2018].
26. "OpenCV," [Online]. Available: https://opencv.org. [Accessed 22 - June - 2018]. |