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Judul Jurnal Ilmiah (Prosiding)
: Naïve Bayes Algorithm for Lung Cancer Diagnosis Using Image Processing Techniques Nama/ Jumlah Penulis : Kusworo Adi, Catur Edi Widodo, Aris Puji Widodo, Rahmat Gernowo, Adi Pamungkas
dan Rizky Ayomi Syfa/ 6 orang Status Pengusul : Penulis ke- 1
Identitas Jurnal Ilmiah : a. Nama Prosiding : International Conference on Energy, Environmental and Information System (ICENIS 2016)
b. ISBN/ISSN : 1936-6612, 1936-7317 c. Thn Terbit, Tempat
Pelaks.
: 2016, Semarang Indonesia d. Penerbit/ Organiser :
American Scientific Publisherse. Alamat
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https://www.scimagojr.com/journalsearch.php?q=19700 181106&tip=sid&clean=0
Kategori Publikasi Makalah : √ Prosiding Forum Ilmiah Internasional (beri pada kategori yang tepat) Prosiding Forum Ilmiah Nasional Hasil Penilaian Peer Review :
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a. Kelengkapan unsur isi prosiding (10%) 2,00 2,00 2,00
b. Ruang lingkup dan kedalaman pembahasan (30%)
5,80 5,80 5,80
c. Kecukupan dan kemutahiran data/informasi dan metodologi (30%)
5,90 5,90 5,90
d. Kelengkapan unsur dan kualitas terbitan/
prosiding (30%)
6,00 5,80 5,90
Total = (100%) 19,70 19,50 19,60
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Unit Kerja : Departemen Fisika - FSM UNDIP
Reviewer 2
Prof. Dr. Heri Sutanto, SSi, MSi NIP. 197502151998021001
Unit Kerja : Departemen Fisika - FSM UNDIP
LEMBAR
HASIL PENILAIAN SEJAWAT SEBIDANG ATAU PEER REVIEW KARYA ILMIAH : PROSIDING
Judul Jurnal Ilmiah (Prosiding)
: Naïve Bayes Algorithm for Lung Cancer Diagnosis Using Image Processing Techniques Nama/ Jumlah Penulis : Kusworo Adi, Catur Edi Widodo, Aris Puji Widodo, Rahmat Gernowo, Adi Pamungkas
dan Rizky Ayomi Syfa/ 6 orang Status Pengusul : Penulis ke- 1
Identitas Jurnal Ilmiah : a. Nama Prosiding : International Conference on Energy, Environmental and Information System (ICENIS 2016)
b. ISBN/ISSN : 1936-6612, 1936-7317 c. Thn Terbit, Tempat
Pelaks.
: 2016, Semarang Indonesia d. Penerbit/ Organiser :
American Scientific Publisherse. Alamat
Repository/Web
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https://www.scimagojr.com/journalsearch.php?q=19700 181106&tip=sid&clean=0
Kategori Publikasi Makalah : √ Prosiding Forum Ilmiah Internasional (beri pada kategori yang tepat) Prosiding Forum Ilmiah Nasional Hasil Penilaian Peer Review :
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b. Ruang lingkup dan kedalaman pembahasan (30%)
6,00 5,80
c. Kecukupan dan kemutahiran
data/informasi dan metodologi (30%)
6,00 5,90
d. Kelengkapan unsur dan kualitas terbitan/ prosiding (30%)
6,00 6,00
Total = (100%) 20,00 19,70
Nilai Pengusul =
Semarang, 8 Mei 2020 Reviewer 1
Prof. Dr. Muhammad Nur, DEA NIP. 195711261990011001
Unit Kerja : Departemen Fisika - FSM UNDIP Catatan Penilaian artikel oleh Reviewer :
1. Kelengkapan unsur isi jurnal:
Artikel telah ditulis seuai dengan format Advanced Science Letters. Latar belakang sangat jelas dan kebaruan sudah dikemukakan secara explisit. Unsur-unsur artikel lengkap.
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Referensi mutahkir. Metoda standard dan dapat direflikasi oleh peneliti lain.
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HASIL PENILAIAN SEJAWAT SEBIDANG ATAU PEER REVIEW KARYA ILMIAH : PROSIDING
Judul Jurnal Ilmiah (Prosiding)
: Naïve Bayes Algorithm for Lung Cancer Diagnosis Using Image Processing Techniques Nama/ Jumlah Penulis : Kusworo Adi, Catur Edi Widodo, Aris Puji Widodo, Rahmat Gernowo, Adi Pamungkas
dan Rizky Ayomi Syfa/ 6 orang Status Pengusul : Penulis ke- 1
Identitas Jurnal Ilmiah : a. Nama Prosiding : International Conference on Energy, Environmental and Information System (ICENIS 2016)
b. ISBN/ISSN : 1936-6612, 1936-7317 c. Thn Terbit, Tempat
Pelaks.
: 2016, Semarang Indonesia d. Penerbit/ Organiser :
American Scientific Publisherse. Alamat
Repository/Web
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Alamat Artikel : https://www.ingentaconnect.com/content/asp/asl/2017/0 0000023/00000003/art00188;jsessionid=1bctp2qm4090 s.x-ic-live-01
g. Terindex : Scopus 2010-2017 (cancelled)
https://www.scimagojr.com/journalsearch.php?q=19700 181106&tip=sid&clean=0
Kategori Publikasi Makalah : √ Prosiding Forum Ilmiah Internasional (beri pada kategori yang tepat) Prosiding Forum Ilmiah Nasional Hasil Penilaian Peer Review :
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Nilai Maksimal P rosiding
Nilai Akhir Yang Diperoleh Internasional
√
Nasional
a. Kelengkapan unsur isi prosiding (10%) 2,00 2,00
b. Ruang lingkup dan kedalaman pembahasan (30%)
6,00 5,80
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6,00 5,90
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6,00 5,80
Total = (100%) 20,00 19,50
Nilai Pengusul =
Semarang, 6 Mei 2020 Reviewer 2
Prof. Dr. Heri Sutanto, SSi, MSi NIP. 197502151998021001
Unit Kerja : Departemen Fisika - FSM UNDIP Catatan Penilaian artikel oleh Reviewer : 1. Kelengkapan unsur isi jurnal:
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3. Kecukupan dan kemutakhiran data/informasi dan metodologi:
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4. Kelengkapan unsur dan kualitas terbitan:
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2010-2017 (cancelled).
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References (16)
22 of 35
Naïve bayes algorithm for lung cancer diagnosis using image processing techniques
(Article), , , , ,
Diponegoro University, Semarang, Indonesia
Department of Physics, Faculty of Science and Mathematics, Diponegoro University, Semarang, Indonesia Department of Informatics, Faculty of Science and Mathematics, Diponegoro University, Semarang, Indonesia
Abstract
Lung cancer is a disease has highest mortality rates in the world. Based on data from the International Agency for Research Center (IARC) in , there are . % of people in the world die from lung cancer. Microscopic examination process of biopsy still has some drawbacks. In the process of diagnosis, medical practitioners still use visual
observation, so that analysis results are subjective and takes a long time. In this research, a system developed by microscopic analysis of biopsy with digital image processing techniques. The process of identification of cancer cells in the biopsy sample is done through the stages of feature extraction using Gray Level Co-Occurrence Matrix (GLCM) and classification using a Naive Bayes algorithm. The results of image classification biopsy showed the accuracy of
. % with combination of parameters contrast and homogeneity. Digital image processing techniques can be implemented in the process of microscopic examination of biopsy. © American Scientific Publishers. All rights reserved.
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Topic:
Prominence percentile: 54.709
Author keywords
Biopsy GLCM Image Processing Lung Cancer Naive Bayes
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Advanced Science Letters
Volume 23, Issue 3, March 2017, Pages 2296-2298
Adi, K.a,b Widodo, C.E.a,b Widodo, A.P.a,c Gernowo, R.a,b Pamungkas, A.b Syifa, R.A.b
a b c
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Image segmentation | Diagnosis | Image processing
ISSN: 19366612 Source Type: Journal Original language: English
DOI: 10.1166/asl.2017.8654 Document Type: Article
Publisher: American Scientific Publishers
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Performance analysis of various machine learning-based approaches for detection and classification of lung cancer in humans
Singh, G.A.P. Gupta, P.K.
Similarity based on the importance of common features in random forest
Chen, X. Han, L. Leng, M.
Non-small-cell lung cancer prediction using radiomic features and machine learning methods
Shanthi, S. Rajkumar, N.
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(2008)
WHO report on the Global Tobacco Epidemic
(2010)
Media Centre Cancer
Adi, K., Gernowo, R., Sugiharto, A., Pamungkas, A., Putranto, A.B., Mirnasari, N.
(2013) Proceedings the 7Th International Conference on Information and Communication Technology and Systems (ICTS), pp. 9-13. .
Adi, K., Gernowo, R., Sugiharto, A., Firdausi, K.S., Pamungkas, A., Putranto, A.B.
International Journal of Innovative Research in Science (2013) Engineering and Technology, p. 2. .
Adi, K., Pujiyanto, S., Gernowo, R., Pamungkas, A., Putranto, A.B.
(2014) International Journal of Applied Engineering Research, 9 (22), pp. 13917-13924. .
Pamungkas, A., Adi, K., Gernowo, R.
(2015) International Journal of Applied Engineering Research, 10 (2), pp. 4043-4056. .
Adi, K., Pujiyanto, S., Gernowo, R., Pamungkas, A., Putranto, A.B.
(2016) International Journal of Applied Engineering Research, 11 (15), pp. 8754-8759. .
Vijaya, G., Suhasini, A., Priya, R.
(2014) International Journal of Research in Engineering and Technology (IJRET), 3.
e-ISSN: 2319-1163, p-ISSN: 2321-7308
Gajdhane, V.A., Deshpande, L.M.
(2014) IOSR Journal of Computer Engineering (IOSR-JCE), 16, p. 28. .
Neha, Shekhar, J.
(2015) International Journal of Engineering Development and Research, 3, p. 1290. .
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Taher, F., Werghi, N., Al-Ahmad, H., Donner, C.
(Open Access)
(2013) Algorithms, 6 (3), pp. 512-531. . doi: 10.3390/a6030512
Kumar, V., Sharma, H.
(2013) International Journal of Computer Applications, 72, p. 35. .
Kaur, S., Kaur, S.
(2015) International Journal of Innovative Research in Computer and Communication Engineering (IJIRCE), 3, p. 7446. .
Roumi, M.
(2009)
Thesis: Computer Engineering, Mekelweg 4, Delft University of Technology, The Netherlands
Rao, C.N., Sastry, S.S., Mallika, K., Tiong, H.S., Mahalakshmi, K.B.
International Journal of Innovative Research in Science (2013) Engineering and Technology, 2, p. 4531. .
Korada, N.K., Kumar, N.S.P., Deekshitulu, Y.V.N.
(2012) International Journal of Information Sciences and Techniques (IJIST), 2, p. 63. .
Adi, K.; Diponegoro University, Semarang, Indonesia
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Extraction and segmentation of sputum cells for lung cancer early diagnosis
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