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All Journal Proceedings of Annual International Conference Syiah Kuala University - Life Sciences & Engineering Chapter Jurnal Kedokteran Brawijaya Jurnal Ilmiah Kursor Indonesian Journal of Urology Berkala Ilmu Kesehatan Kulit dan Kelamin Folia Medica Indonesiana Indonesian Journal of Tropical and Infectious Disease Indonesian Journal of Cancer Majalah Obstetri dan Ginekologi Medical Laboratory Technology Journal Qanun Medika - Medical Journal Faculty of Medicine Muhammadiyah Surabaya Jurnal Manajemen Kesehatan Yayasan RS.Dr. Soetomo Majalah Patologi Indonesia Prosiding Seminar Nasional Multidisiplin Indonesian Journal of Clinical Pathology and Medical Laboratory (IJCPML) Majalah Biomorfologi (Biomorphology Journal) Indian Journal of Forensic Medicine & Toxicology INDONESIAN MIDWIFERY HEALTH AND SCIENCES JOURNAL Indonesia Journal of Physical Medicine and Rehabilitation Indonesia Journal Physical Medicine and Rehabilitation Cermin Dunia Kedokteran Indonesian Journal of Cancer Jurnal Pengabdian Masyarakat Bhinneka The Indonesian Journal of Gastroenterology, Hepatology and Digestive Endoscopy Jurnal Pengabdian Masyarakat Bangsa Enrichment: Journal of Multidisciplinary Research and Development Jurnal Widya Medika
Willy Sandhika
Departemen/ SMF Patologi Anatomi , Fakultas Kedokteran Universitas Airlangga/ RSU Dr. Soetomo, Surabaya, Indonesia
Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Mathematics Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Other

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Journal : Jurnal Ilmiah Kursor

 1 
SEGMENTATION OF LUNG CANCER IMAGE BASED ON CYTOLOGIC EXAMINATION USING THRESHOLDING METHOD Rulisiana Widodo; Tessy Badriyah; Iwan Syarif; Willy Sandhika
Jurnal Ilmiah Kursor Vol 12 No 1 (2023)
Publisher : Universitas Trunojoyo Madura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21107/kursor.v12i01.277

Abstract

Lung cancer is the most dangerous cases which mostly attacks the man with the biggest causes of smoking. This cancer threatens the second largest death after heart attack, lung cancer cases increase significantly every year in various countries. Several methods have been established to detect lung cancer, including Computed Tomography of the thorax, sputum examination and cytology examination. The most decisive examination is through cytologic examination of the pleural fluid. However, the current state of biopsy performed by doctors does not always get a lot of specimens, making it difficult to determine the presence of cancer cells in the lungs. Cytological examination through the pleural fluid has difficulty in detecting cell images. The image of pleural fluid that has a high density between cells will produce an image with low detail, while an image with a low density will produce an image with high detail. Image segmentation is an important part in determining the cellular anatomy of pleural fluid to characterize images with cancer or normal categories. We propose the methodology of research by using group images to separate objects from other objects by highlighting important parts using image segmentation on pleural fluid of patients suspected of having lung cancer. Thresholding method used to see the comparison is Adaptive Thresholding, binary thresholding and Otsu Thresholding. The classification results of the three methods show a high accuracy of 99% on binary thresholding, then 97% accuracy on otsu thresholding and the lowest accuracy of 96% on adaptive thresholding, the three methods are considered to increase in proportion to the addition of the epoch parameter.
Co-Authors A.A. Ketut Agung Cahyawan W Afif Nurul Hidayati, Afif Nurul Agung Dwi Wahyu Widodo Agustin Nurliani Aisha Grayli Cahyani Alief Yudo Astuti Alphania Rahniayu Anny Setijo Rahaju, Anny Setijo Ariani, Grace Aries Sasongko Astindari Astindari Astindari Astindari, Astindari Ayu Tyasmara Bagus Haryo Kusumaputra, Bagus Haryo Baiq Ratna Kumaladewi Bernadetta Jonan Betty Agustina Tambunan Brama Rachmantyo Budiono Budipramana, Vicky Sumarki Cita Rosita Sigit Prakoeswa Densy Violina Harnanti Dian Eskaningrum Djoni Susanto Dwi Murtiastutik DYAH FAUZIAH, DYAH Endi Prilansa Mahadi Erlina Erlina Faizah, Zakiyatul Fanny Gunawan Fertilita, Soilia Firda Azizah Gatut Hardianto, Gatut Gilda Hartecia Gondo Mastutik Grace Ariani Hartanto, Felix Hartecia, Gilda Heny Arwati Heriyawati, Heriyawati Heryawati Heryawati I Wayan Yudiana Ibrahim, Azarya Ida Septika Wulansari Ilmiah, Khafidhotul Imam Susilo INDROPO AGUSNI Irene Lingkan Parengkuan Irmadita Citrashanty, Irmadita Isnin Anang Marhana Iswinarno Doso Saputro iwan Syarif Jimmy Hadi Widjaja Jonan, Bernadetta Junita Jeanne Paliman Kartika Arum Wardani Kholida Nur Aini Kiki Apnita Sari Kintan Putri KUSUMASTUTI, ETTY HARY LaleMaulin Prihatina Linda Astari, Linda M. Yulianto Listiawan Mappamasing, Hasnikmah Marina Rimadhani Marina Rimadhani Martha Kurnia Kusumawardani Maylita Sari Maylita Sari, Maylita Meita Ardini Pratamasari, Meita Ardini Muhammad Miftahussurur Nanda Amalia Ramadhanti Navisa, Claudia Clary Nidya Ulfana Tsania Nila Kurniasari Novia Indriyani Adisty Nurina Hasanatuludhhiyah Nurul Wiqoyah, Nurul Poernomo, Adinda Sandya PUNGKY MULAWARDHANA, PUNGKY Purwati Purwati Purwati Puteri, Agnes Ilene Suprapto Qonitatillah, Ana R. Heru Prasetyo R.A. Astrid Putri Wandhita Rahel Yuana Sadikim Ratna Darjanti Haryadi Regina Martina Cilik Ridholia, Ridholia Rizaldi, Fikri Rulisiana Widodo Rusdamayanti Rusdamayanti Rwahita Satyawati Dharmanta Ryski Meilia Novarina Ryski Meilia Novarina, Ryski Meilia S.Pd. M Kes I Ketut Sudiana . Sabilal Alif Sari, Aditya Sita Sari, Festi Artika savitri, Lisa Sawitri Sawitri Sawitri Sawitri Sawitri Sjahjenny Mustokoweni, Sjahjenny Soilia Fertilita Sunarso Suyoso Sunaryo Hardjowijoto Suprabawati, Desak Gede Agung Tessy Badriyah, Tessy Theresia Fifi Judikristiani Tri Hartini Yuliawati Trisniartami Setyaningrum Tyasmara, Ayu Umi Choviva, Farida Ummi Maimunah Vinna Chrisdianti Widati Fatmaningrum Wilda Fitria Rachmadina Windya Tri Hapsari Winona May Hendrata Wiratama, Priangga Adi yasmin, dzakiyah Yusfita Evi Rosdiana