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All Journal International Journal of Electrical and Computer Engineering Bulletin of Electrical Engineering and Informatics Indonesian Journal of Electrical Engineering and Informatics (IJEEI) Indonesia Symposium on Computing Indonesian Journal on Computing (Indo-JC) JOIN (Jurnal Online Informatika) Sinkron : Jurnal dan Penelitian Teknik Informatika Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) JURNAL MEDIA INFORMATIKA BUDIDARMA Building of Informatics, Technology and Science JINAV: Journal of Information and Visualization Charity : Jurnal Pengabdian Masyarakat KLIK: Kajian Ilmiah Informatika dan Komputer Almufi Jurnal Pengabdian kepada Masyarakat eProceedings of Engineering Jurnal Matematika Integratif SmartComp CSRID LOGIC: Jurnal Penelitian Informatika
Jondri Jondri
Universitas Telkom, Bandung
Religion Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Social Sciences Transportation Other

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Journal : Bulletin of Electrical Engineering and Informatics

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Automatic whole-body bone scan image segmentation based on constrained local model Ema Rachmawati; Jondri Jondri; Kurniawan Nur Ramadhani; Achmad Hussein Sundawa Kartamihardja; Arifudin Achmad; Rini Shintawati
Bulletin of Electrical Engineering and Informatics Vol 9, No 6: December 2020
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v9i6.2631

Abstract

In Indonesia, cancer is very burdensome financially for sufferers as well as for the country. Increasing the access to early detection of cancer can be a solution to prevent the situation from worsening. Regarding the problem of cancer lesion detection, a whole-body bone scan image is the primary modality of nuclear medicine for the detection of cancer lesions on a bone. Therefore, high segmentation accuracy of the whole-body bone scan image is a crucial step in building the shape model of some predefined regions in the bone scan image where metastasis was predicted to appear frequently. In this article, we proposed an automatic whole-body bone scan image segmentation based on constrained local model (CLM). We determine 111 landmark points on the bone scan image as the input for the model building step. The resulting shape and texture model are further used in the fitting step to estimate the landmark points of predefined regions. We use the CLM-based approach using regularized landmark mean-shift (RLMS) to lessen the effect of ambiguity, which was struggled by the CLM-based approach. From the experimental result, we successfully show that our proposed image segmentation system achieves higher performance than the general CLM-based approach.
Co-Authors Achmad Hussein Sundawa Kartamihardja Achmad Rizal Achmad Salim Aiman Aditya Kusuma Setyanegara Adnan Hassal Falah Ahmad, Fathih Adawi Akbar, Muhammad Rizqi Al Azhar Al Azhar Alfredo Alfredo Ali Zainal Abidin Assajjad Anditya Arifianto Andrian Yoga Pratama Anggit Nourislam Anggit Nourislam Anggit Nourislam Aniq Atiqi Rohmawati Anisa Nur Aini Annisa Aditsania Arief Hutauruk Arifudin Achmad Artamira Rizqy Amartya Maden Arya Rafif Muhammad Fikri Astri Asroviana Putri Aswindo Putra Bambang Ari Wahyudi Bayu Prabawa Bintang Aryo Dharmawan Bramandyo Widyarto, Edgarsa Daffa Ulayya Suhendra Danang Triantoro M Danang Triantoro Murdiansyah Danu Ardiyanto Dea Taradipa Ardiagarianti Dede Tarwidi Deni Saepudin Denny Maulana Deny Sugiarto Wiradikusuma Devy Yendriani Dieka Nugraha Karyana Ditta Febriany Sutrisna Diwan Mukti Pambuko Diwan Mukti Pambuko, Diwan Mukti Dyas Puspandari E Handayani Echa Pangersa Sugianto Oeoen Edvan Tazul Arifin Eka Handayani Eka Handayani Ema Rachmawati Emha Ainun Erlina Febriani Ersa Christian Prakoso Fahrudin Julianto Faisal HAmdani Fakhrana Kurnia Sutrisno Fani Nuraini Farisi, Kamaludin Hanif Fauzan Azhim Umsohi Fazlur Rahman Amri Febiansyah, Muhamad Fery Kun Widi Yudantyo Firdaniza Firdaniza Fitriyani Fitriyani Fransisca Arvevia Intan Angelia Ghina Khoerunnisa Giali Ghazali Guntur Virgenius Hadi, Salman Farisi Setya Hafidz Firmansyah Hafidz Firmansyah Hafiz Denasputra Halprin Abhirawa Hendra Prasetyanwar Huda Sepriandi Ibrahim Husna Aydadenta Ida Bagus Gde Narinda Giriputra Ika Puspita Dewi Ilham Muhammad Iman Nur Fakhri Imannda Kusuma Putra Indwiarti indwiarti Iqbal Dwihanandrio Irgi Aditya Rachman Irma Palupi Irwan Ramadhana Kamaludin Hanif Farisi Karina Priscilia Karina Priscilia Kemas Muslim Lhaksmana Kukuh Rahingga Permadi Kurniawan Nur Ramadhani Ledya Novamizanti Mahmud Dwi Sulistiyo Mahmud Sulistiyo Megi Rahma Dony Moch. Bijaksana Muh. Arfan Arsyad Muhalani, Raisul Muhamad Febiansyah Muhammad Farhan Muzakki Muhammad Fikrie Abdillah Muhammad Ghazali Suwardi Muhammad Hasan Muhammad Hasbi Ashshiddieqy Muhammad Irfan Fathurrahman Muhammad Wildan Putra Aldi Muslim Lhaksmana, Kemas Naufal Dzaky Anwari Naufal Furqan Hardifa Nurseno Bayu Aji Nurseno Bayu Aji Patma Oktaviana Puspandari, Dyas Putri Haryati Rizki Putri Haryati Rizki Putu Harry Gunawan Rafi Hafizhni Anggia Rahadian, Muhammad Rafi Raisul Muhalani Ratih Puspita Furi Redha Arifan Juanda Redi Nurjamin Renette Ersti Reza Harun Rian F. Umbara Rian F. Umbara, Rian F. Rian Febrian Umbara Rica Ning Nurhasanah Rini Shintawati Rita Rismala Rizki Luthfan Azhari Rizky Ahmad Saputra Rizky, Fariz Muhammad Roizal Manullang Siti Sa'adah Siti Saadah Sugondo Hadiyoso Supriadi, Muhamad Rifqi Syadzily , Muhammad Hasan Syifa Khairunnisa Salsabila Tedy Suwega Theo Andrew Tiara Laksmi Basuki Tifani Intan Solihati Tjokorda Agung Budi Wirayuda Ulky Parulian Wibowo Untari Novia Wisesty Untari Wisesty Varian Vianandha Vena Erla Candrika Vera Suryani Widi Astuti Widi Astuti Yahya Setiawan Yosua Marchel