Identifikasi Osteoporosis melalui Bone Radiograph Menggunakan Evolving Multilayer Perceptron
62
DAFTAR PUSTAKA
Bakhireva LN, Barrett-Connor E, Kritz-Silverstein D, Morton DJ. Modifiable
predictors of bone loss in older men: A prospective study. Am J Prev Med
2004;26:436-42.
Bartl, R. & Frisch, B. 2009. Osteoporosis: Diagnosis, Prevention, Therapy. 2nd
Edition. Springer: Germany.
Brinker, M. R. & O’Connor, D. P. Bone, Basic Science. Dalam: Miller MD,editor.
Review of Orthopaedics,6thed. Philadelphia: Saunders Elsevier;2008:29-32.
Coghill, G., Zhang, D., Ghobakhlou, A. & Kasabov, N. 2003. Connectionist systems
for rapid adaptive learning: a comparative analysis on speech recognition.
Adaptive systems and brain-like computing (International workshop) 3rd
International
workshop, Adaptive systems
and brain-like computing
(International workshop); 1365-1368.
Dell, R & Green D. Osteoporosis disease management: The Role of orthopaedic
surgeon. J Bone Joint Surg Am. 2008;90.suppl 4:188-94.
Ervianty, I. 2014. Prediksi Harga Saham Syariah Menggunakan Metode Simple
Evolving Connectionist System (SECOS). Skripsi. Universitas Sumatera Utara.
Haralick, R. M., Shanmugam, K. & Dinstein, I. 1973. Textural Features for Image
Classification. IEEE Transactions on Systems, Man, and Cybernetics 3: 610621.
Iqbal, M. 2014. Identifikasi Kanker Payudara Pada Citra Digital Mammogram
Menggunakan Evolving Connectionist System. Skripsi. Universitas Sumatera
Utara.
Universitas Sumatera Utara
63
Kadah, Y.M. 2012. Advanced Topics in Biomedical Engineering. Lecture Notes.
http://k-space.org/Class_Info/ATBME_2012.html
(diakses
27
September
2016).
Kadir, A. & Susanto, A. 2013. Teori dan Aplikasi Pengolahan Citra. Andi:
Yogyakarta.
Kasabov, N. 2007. Evolving Connectionist Systems The Knowledge Engineering
Approach. 2nd Edition. Springer: London.
Kavitha, M.S., Asano, A., Taguchi, A., Kurita, T. & Sanada, M. 2012. Diagnosis of
osteoporosis from dental panoramic radiographs using the support vector
machine method in a computer-aided system. BMC Medical Imaging, 12:1.
Keputusan Menteri Kesehatan Republik Indonesia No. 1142/MENKES/SK/XII/2008
tanggal 4 Desember 2008 tentang Pedoman Pengendalian Osteoporosis.
Lane, J. M. & Edward, M. D. Osteoporosis: diagnosis & treatment. AAOS
instructional course lecture. volume 6.Ilinois.1997.
Lucas, T. S. & Einhorn, T. A. Osteoporosis : The Role of Orthopaedist. J Am Acad
Orthop Surg; 1993:48-56.
Mardianto, I. & Pratiwi, D. 2008. Sistem deteksi penyakit pengeroposan tulang
dengan metode jaringan syaraf tiruan backpropagation dan representasi ciri
dalam ruang eigen. CommIT, Vol. 2, No. 1, pp. 69-80.
Newsam, S. & Kamath, C. 2005. Comparing Shape and Texture Features for Pattern
Recognition in Simulation Data. Proceedings of SPIE International Sysposium
on Electronic Imaging, Image Processing: Algorithms and Systems IV, pp.
106-117.
Universitas Sumatera Utara
64
Pertiwi, F.K.. 2011. Analisis Contrast Limited Adaptive Histogram Equalization
(CLAHE) dan Region Growing dalam Deteksi Gejala Kanker Payudara Pada
Citra Mammogram. Skripsi. Institut Teknologi Telkom.
Prasetyo, E. 2011. Pengolahan Citra Digital dan Aplikasinya menggunakan Matlab.
Andi: Yogyakarta.
Putra, D. 2010. Pengolahan Citra Digital. Andi: Yogyakarta.
Université d'Orléans, 2014. Challenge IEEE-ISBI :Texture Characterization of Bone
Radiograph Images. Application to Osteoporosis Diagnosis. http://www.univorleans.fr/i3mto/challenge-ieee-isbi-bone-texture-characterization (diakses 24
April 2017).
Watts, M.J. 2004. Evolving Connectionist Systems. Characterization, Simplification,
Formalization, Explanation and Optimization. Disertasi Ph.D. University of
Otago.
Watts, M.J. 2009. A Decade of Kasabov’s Evolving Connectionist Systems: A
Review. IEEE Transactions on Systems, Man and Cybernetics Part C –
Applications and Reviews 39(3): 253-269.
Watts, M.J. & Kasabov, N. 2000. Simple evolving connectionist systems and
experiments on isolated phoneme recognition. IEEE Symposium on
Combinations of Evolutionary Computation and Neural Networks: 232-239.
Watts, M.J. 2009. A Decade of Kasabov’s Evolving Connectionist Systems: A
Review. IEEE Transactions on Systems, Man and Cybernetics Part C –
Applications and Reviews 39(3): 253-269.
Wahyudiyanta, I. 2010. Lakukan pemeriksaan DXA bila terdiagnosa osteoporosis.
Detik.com, 26 Oktober 2010 (diakses 25 Desember 2016).
Universitas Sumatera Utara
65
Watts, M. & Kasabov, N. 2000. Simple evolving connectionist systems and
experiments on isolated phoneme recognition. IEEE Symposium
on
Combinations of Evolutionary Computation and Neural Networks: 232-239.
Zhang, D., Ghobakhlou, A. & Kasabov, N. 2004. An adaptive model of person
identification combining speech and image information. Control, Automation,
Robotics and Vision Conference 8th Vol. 1, pp 413-418.
Universitas Sumatera Utara
DAFTAR PUSTAKA
Bakhireva LN, Barrett-Connor E, Kritz-Silverstein D, Morton DJ. Modifiable
predictors of bone loss in older men: A prospective study. Am J Prev Med
2004;26:436-42.
Bartl, R. & Frisch, B. 2009. Osteoporosis: Diagnosis, Prevention, Therapy. 2nd
Edition. Springer: Germany.
Brinker, M. R. & O’Connor, D. P. Bone, Basic Science. Dalam: Miller MD,editor.
Review of Orthopaedics,6thed. Philadelphia: Saunders Elsevier;2008:29-32.
Coghill, G., Zhang, D., Ghobakhlou, A. & Kasabov, N. 2003. Connectionist systems
for rapid adaptive learning: a comparative analysis on speech recognition.
Adaptive systems and brain-like computing (International workshop) 3rd
International
workshop, Adaptive systems
and brain-like computing
(International workshop); 1365-1368.
Dell, R & Green D. Osteoporosis disease management: The Role of orthopaedic
surgeon. J Bone Joint Surg Am. 2008;90.suppl 4:188-94.
Ervianty, I. 2014. Prediksi Harga Saham Syariah Menggunakan Metode Simple
Evolving Connectionist System (SECOS). Skripsi. Universitas Sumatera Utara.
Haralick, R. M., Shanmugam, K. & Dinstein, I. 1973. Textural Features for Image
Classification. IEEE Transactions on Systems, Man, and Cybernetics 3: 610621.
Iqbal, M. 2014. Identifikasi Kanker Payudara Pada Citra Digital Mammogram
Menggunakan Evolving Connectionist System. Skripsi. Universitas Sumatera
Utara.
Universitas Sumatera Utara
63
Kadah, Y.M. 2012. Advanced Topics in Biomedical Engineering. Lecture Notes.
http://k-space.org/Class_Info/ATBME_2012.html
(diakses
27
September
2016).
Kadir, A. & Susanto, A. 2013. Teori dan Aplikasi Pengolahan Citra. Andi:
Yogyakarta.
Kasabov, N. 2007. Evolving Connectionist Systems The Knowledge Engineering
Approach. 2nd Edition. Springer: London.
Kavitha, M.S., Asano, A., Taguchi, A., Kurita, T. & Sanada, M. 2012. Diagnosis of
osteoporosis from dental panoramic radiographs using the support vector
machine method in a computer-aided system. BMC Medical Imaging, 12:1.
Keputusan Menteri Kesehatan Republik Indonesia No. 1142/MENKES/SK/XII/2008
tanggal 4 Desember 2008 tentang Pedoman Pengendalian Osteoporosis.
Lane, J. M. & Edward, M. D. Osteoporosis: diagnosis & treatment. AAOS
instructional course lecture. volume 6.Ilinois.1997.
Lucas, T. S. & Einhorn, T. A. Osteoporosis : The Role of Orthopaedist. J Am Acad
Orthop Surg; 1993:48-56.
Mardianto, I. & Pratiwi, D. 2008. Sistem deteksi penyakit pengeroposan tulang
dengan metode jaringan syaraf tiruan backpropagation dan representasi ciri
dalam ruang eigen. CommIT, Vol. 2, No. 1, pp. 69-80.
Newsam, S. & Kamath, C. 2005. Comparing Shape and Texture Features for Pattern
Recognition in Simulation Data. Proceedings of SPIE International Sysposium
on Electronic Imaging, Image Processing: Algorithms and Systems IV, pp.
106-117.
Universitas Sumatera Utara
64
Pertiwi, F.K.. 2011. Analisis Contrast Limited Adaptive Histogram Equalization
(CLAHE) dan Region Growing dalam Deteksi Gejala Kanker Payudara Pada
Citra Mammogram. Skripsi. Institut Teknologi Telkom.
Prasetyo, E. 2011. Pengolahan Citra Digital dan Aplikasinya menggunakan Matlab.
Andi: Yogyakarta.
Putra, D. 2010. Pengolahan Citra Digital. Andi: Yogyakarta.
Université d'Orléans, 2014. Challenge IEEE-ISBI :Texture Characterization of Bone
Radiograph Images. Application to Osteoporosis Diagnosis. http://www.univorleans.fr/i3mto/challenge-ieee-isbi-bone-texture-characterization (diakses 24
April 2017).
Watts, M.J. 2004. Evolving Connectionist Systems. Characterization, Simplification,
Formalization, Explanation and Optimization. Disertasi Ph.D. University of
Otago.
Watts, M.J. 2009. A Decade of Kasabov’s Evolving Connectionist Systems: A
Review. IEEE Transactions on Systems, Man and Cybernetics Part C –
Applications and Reviews 39(3): 253-269.
Watts, M.J. & Kasabov, N. 2000. Simple evolving connectionist systems and
experiments on isolated phoneme recognition. IEEE Symposium on
Combinations of Evolutionary Computation and Neural Networks: 232-239.
Watts, M.J. 2009. A Decade of Kasabov’s Evolving Connectionist Systems: A
Review. IEEE Transactions on Systems, Man and Cybernetics Part C –
Applications and Reviews 39(3): 253-269.
Wahyudiyanta, I. 2010. Lakukan pemeriksaan DXA bila terdiagnosa osteoporosis.
Detik.com, 26 Oktober 2010 (diakses 25 Desember 2016).
Universitas Sumatera Utara
65
Watts, M. & Kasabov, N. 2000. Simple evolving connectionist systems and
experiments on isolated phoneme recognition. IEEE Symposium
on
Combinations of Evolutionary Computation and Neural Networks: 232-239.
Zhang, D., Ghobakhlou, A. & Kasabov, N. 2004. An adaptive model of person
identification combining speech and image information. Control, Automation,
Robotics and Vision Conference 8th Vol. 1, pp 413-418.
Universitas Sumatera Utara