Cervical cancer is a disease that is very scary for women because it is the cause of death among ... more Cervical cancer is a disease that is very scary for women because it is the cause of death among women. To be aware of this disease is to do an early examination through the Pap Smear (PS) test. In terms identifying overlapping cancer cells, it still has low accuracy. Therefore, this research was carried out with the aim of getting the level of cell separation with high accuracy. This study uses a model to develop the Watershed segmentation technique in the Deep Learning Method. The data tested in this study comes from the RepomedUNM dataset. The amount of data tested is 420 overlapping images with the formulation of 1,260 test images. The results of this study can very well separate each overlapping cell with an average Intersection over Union (IoU) score of 0.9061. Each result can be divided fully by the whole of its area, so the final results of overlapping cells were successfully separated with an average score of 0.945. Therefore, this research can be used as a reference in ide...
The potential and usefulness of wood to meet the needs of human life are not in doubt. Demands us... more The potential and usefulness of wood to meet the needs of human life are not in doubt. Demands us to continue to maintain the quality. Wood quality is closely related to wood defects. Manual defect checks in the wood industry are unreliable because they are prone to human error, For example, due to acute symptoms of headaches and tired eyes, technology in the form of image processing can help identify wood defects Swietenia Mahagoni. In this case, the method used is Euclidean distance with a ratio of k-means segmentation and thresholding on 42 images of wood defects consisting of 3 types of defects, namely growing skin defects, rotting knots, and healthy knots, every 14 images with data sharing. training for 30 images and testing for 12 images. The results of the k-means segmentation are then extracted on 6 features including metric, eccentricity, contrast, correlation, energy, and homogeneity using the Gray Level Co-occurrence Matrix (GLCM) extractor and classified by calculating t...
Tin plant with the Latin name Ficus Caric is a type of fruit plant from a type of tree that grows... more Tin plant with the Latin name Ficus Caric is a type of fruit plant from a type of tree that grows in many tropical and subtropical regions. Tin plants are currently widely cultivated in Indonesia. Tin fruit has brownish-yellow fruit, with a sweet taste. Cerothelium fic is a type of leaf rust disease that attacks the leaves of figs and is the biggest threat to the production of figs. Other diseases that attack tin plants are whitefly and mosaic virus. This mosaic virus first appeared in California and spread to most parts of Indonesia and the United States. Figs infected with this virus become brown spots causing slow growth of figs and deformities in the figs. In the development of science and technology, ways to detect diseases in tin plants such as leaf rust, mosaic virus, and whitefly can be done with the help of image processing. For this reason, this study aims to perform image processing in the form of K-Means segmentation on tin leaf images analyzed by GLCM feature extraction...
Jurnal Sistem dan Teknologi Informasi (Justin), 2021
Tanaman Tin dengan nama latin Ficus Caric adalah sejenis tanaman buah dari sejenis pohon yang ban... more Tanaman Tin dengan nama latin Ficus Caric adalah sejenis tanaman buah dari sejenis pohon yang banyak tumbuh di kawasan daerah tropis dan subtropis. Tanaman Tin saat ini sudah banyak dibudidayakan di Indonesia. Buah Tin memiliki buah yang berwarna kuning kecoklatan, dengan rasa yang manis. Cerotelium Fici adalah jenis penyakit karat daun yang menyerang pada daun tin, dan menjadi ancaman terbesar terhadap produksi buah tin. Penyakit lain yang menyerang pada tanaman tin adalah kutu kebul dan virus mosaik. Virus mosaik ini pertama kali muncul di California dan menyebar ke sebagaian besar wilayah Indonesia dan Amerika Serikat. Daun tin yang terinfeksi virus ini menjadi bintik-bintik cokelat menyebabkan pertumbuhan tanaman tin menjadi lambat dan cacat pada buah tin. Dalam perkembangan ilmu pengetahuan dan teknologi, cara untuk mendeteksi penyakit pada tanaman tin seperti karat daun, virus mosaik dan kutu kebul dapat dilakukan dengan bantuan pengolahan citra. Untuk itu penelitian ini bertu...
Information about COVID-19 is now very easily accessed on the Internet, even too much. The phenom... more Information about COVID-19 is now very easily accessed on the Internet, even too much. The phenomenon of excessive information obtained can also be linked to psychological illnesses and obtain information retrieval. this article conducts research about information overload about the psychology of information seekers and their protection. The study used the TAM method with SEM tools with 380 respondents. The results of the study show that excessive online information about COVID-19 has a positive influence on the psyche and affects the relationship of information seekers not to continue the search results.
The purpose of this research is to know the influence of the application of AMARI COVID-19 to how... more The purpose of this research is to know the influence of the application of AMARI COVID-19 to how well the use of the application is received in the community to prevent the spread of the virus Covid-19. This type of research is explanatory research with a quantitative approach. To this end, their responses to an online questionnaire (n=113) were analyzed using IBM SPSS Statistics 21 as software. The sampling techniques used are simple random sampling. Descriptive analysis is used to analyze the research hypothesis. The test results of the five hypothesis in the study stated that the AMARI COVID-19 application has a significant effect on the prevention of the spread of Covid-19 viruses, meaning it is accepted by the wider community as one of the tools that can help prevent the spread of COVID-19 diseases.
Kiwi fruit is known as a fruit rich in benefits because it contains many nutrients, sources as we... more Kiwi fruit is known as a fruit rich in benefits because it contains many nutrients, sources as well as high antioxidants. In Indonesia, there are two varieties of kiwi fruit sold in the market, namely green kiwi and golden kiwi and there is one more variety, namely red kiwi. The content of the three varieties is different and the price is also different. Gold kiwi has the highest nutritional content so that the price is above other kiwi varieties, but from the outside the appearance of this kiwi fruit at a glance is the same and many people do not recognize the kiwi variety they will buy even though these three kiwi varieties have different tastes and nutritional content. For this reason, the researcher proposes a classification system for kiwi fruit varieties using the hard CNN method. The CNN method is one of the deep learning methods that can be used to recognize and classify an object in a digital image. Then the preprocessing process is carried out using labeling on the data. T...
Literasi: Jurnal Pengabdian Masyarakat dan Inovasi
SMK IT Raflesia Depok merupakan salah satu sekolah menengah atas yang berada di wilayah Kota Depo... more SMK IT Raflesia Depok merupakan salah satu sekolah menengah atas yang berada di wilayah Kota Depok dimana saat ini telah memiliki website yang digunakan sebagai media informasi dan komunikasi, namun belum menyediakan layanan bahan ajar secara online. Selain mendapatkan materi pelajaran dari sekolah, biasanya siswa masih mencari materi tambahan dengan mengikuti kelas privat. Dengan perkembangan teknologi yang telah berkembang di bidang pendidikan, maka akses materi pelajaran dapat dilakukan secara online, atau yang biasa disebut e-learning. Dalam rangka melaksanakan Tri Dharma Perguruan Tinggi, Universitas Nusa Mandiri menyelenggarakan pelatihan aplikasi e-learning “MojadiPro” berbasis android untuk siswa SMK IT Raflesia Depok yang bertujuan untuk memberikan informasi mengenai adanya aplikasi e-learning MojadiPro, yang nantinya dapat digunakan oleh siswa sebagai aplikasi pendamping belajar yang bisa diakses melalui smartphone. Pelatihan telah terselenggara pada tanggal 14 Januari 202...
Memahami kekuatan media harus dipromosikan pada semua tingkatan. Upaya pengembangan literasi medi... more Memahami kekuatan media harus dipromosikan pada semua tingkatan. Upaya pengembangan literasi media, baik dalam bentuk pemikiran maupun dalam melakukan kegiatan penyuluhan, perlu dilakukan dan didukung oleh berbagai pemangku kepentingan. Apalagi di era media digital saat ini, masyarakat sudah terbiasa dan mudah mengakses media sosial. Ada juga kekhawatiran yang berkembang tentang dampak negatif penggunaan media sosial pada generasi muda. Oleh karena itu, perlu mengajarkan generasi muda keterampilan media untuk menggunakan media sosial. Hal ini menjadi dasar untuk membuat kegiatan bersama yang bertujuan untuk mengedukasi generasi muda agar bijak dalam menggunakan media sosial serta mampu memanfaatkan media digital dengan baik. Kegiatan ini berlangsung pada tanggal 3 April 2022 dengan jumlah peserta sebanyak 15 orang. Berdasarkan hasil kegiatan yang dilakukan, penerapan komunikasi positif menghasilkan perubahan positif dalam wawasan, pengetahuan, keterampilan, nilai, dan sikap remaja, ...
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2022
Cervical cancer’s a gynecological malignancy in women that’s very dangerous, even causes death. P... more Cervical cancer’s a gynecological malignancy in women that’s very dangerous, even causes death. Prevention through early detection of Pap smear test. It was carried out by pathologists with the help of a microscope still have obstacles in observations. There’re many studies on Pap smear image processing for helping pathologists in cell identification. Availability of Pap smear image dataset is needed in cervical cancer early detection research. The purpose of this study was to segment, feature extraction and classify 180 Pap smear images of RepoMedUNM. The method used to identify Pap smear images begins with preprocessing, namely changing the color in the image to L*a*b color, segmentation using the K-means method, extraction of 6 features, namely metric, eccentricity, contrast, correlation, energy, and homogeneity, and then identified by calculating the closest distance between the training data features and the test data features with the Euclidean distance. The result of identif...
Deteksi dini kanker serviks dapat mencegah dan menunda kematian, salah satunya dengan memanfaatka... more Deteksi dini kanker serviks dapat mencegah dan menunda kematian, salah satunya dengan memanfaatkan teknologi komputer untuk mendiagnosa berbagai jenis sel kanker serviks. Penelitian dilakukan terhadap citra Pap smear yang diambil dari RepomedUNM dengan tujuan mengklasifikasikan citra Pap smear menjadi dua kelas yaitu sel normal dan sel abnormal dengan menggunakan metode AlexNet. Proses awal klasifikasi citra terdiri dari mengubah ukuran dan mengubah citra asli menjadi skala abu-abu. Penelitian ini juga bertujuan untuk mendeteksi tepi citra pap smear yang terdiri dari dua kelas yaitu sel normal dan sel koilocyt. Deteksi tepi menggunakan metode Canny untuk mendapatkan nilai luas, keliling dan diameter sel sitoplasma dan inti sel (nukleus). Proses deteksi tepi Canny terdiri dari proses cropping, mengubah citra asli menjadi grayscale, dan segmentasi citra menggunakan metode thresholding. Hasil klasifikasi 2000 citra Pap smear menghasilkan akurasi sebesar 97,66% dan hasil deteksi tepi da...
Kementerian Kesehatan telah mendirikan Sistem Komputerisasi Haji Terpadu Bidang Kesehatan (SISKOH... more Kementerian Kesehatan telah mendirikan Sistem Komputerisasi Haji Terpadu Bidang Kesehatan (SISKOHATKES), sebagai sistem informasi untuk pencatatan pelaporan data kesehatan Jemaah Haji yang tertuang dalam peraturan menteri kesehatan No 62 Tahun 2016 Tentang Penyelenggaraan Kesehatan Haji. Untuk mengukur keberhasilan penerapan SISKOHATKES, DeLone & McLean adalah model yang cocok untuk digunakan. Penelitian ini juga menganalisis faktor-faktor yang mengukur keberhasilan model kesuksesan sistem informasi DeLone & McLean terhadap pengguna SISKOHATKES bagi Pengelola Kesehatan Haji Dinas Kesehatan Provinsi. Data dari 34 responden yang dikumpulkan melalui penyebaran kuisioner, kemudian dianalisis dengan Partial Least Squares (PLS) menggunakan perangkat lunak SmartPLS 3.2.9. Hasil dari penelitian ini membuktikan bahwa kualitas informasi dan kualitas pelayanan berpengaruh signifikan terhadap variabel pengguna dalam mengukur keberhasilan penggunaan SISKOHATKES, dengan nilai R-square 0,759 untuk...
Rekayasa: Jurnal Ilmiah Ilmu-Ilmu Eksakta dan Teknologi, Aug 6, 2022
Acne vulgaris or acne is a common inflammatory pilosebaceous condition that affects up to 90% of ... more Acne vulgaris or acne is a common inflammatory pilosebaceous condition that affects up to 90% of teenagers, begins during adolescent years, and often persists into adulthood. Acne vulgaris, especially on the face, has a major impact on the emotional, social and psychological health of patients. In treating acne, it is necessary to identify the exact type of acne. The manual method is considered less effective, so it is proposed an automatic method using a computer, which uses image processing techniques. This research was conducted to identify the types of acne on facial acne images. The methods used are K-Means Clustering for segmentation, Gray Level Co-occurrence Matrix (GLCM) for feature extraction, and Extreme Learning Machine (ELM) for classification. The dataset consists of 100 images and consists of 3 classes, namely Nodules, Papules and Pustules, which will be tested in stages to determine the level of accuracy of the ELM method on the classification of acne types. Testing is done in two stages, namely testing 2 classes (Nodules and Papules), followed by testing 3 classes (Nodules, Papules and Pustules). Testing of 2 classes produces the highest accuracy of 95,24% and testing of 3 classes produces the highest accuracy of 80%.
This study aims to classify the disease image on grape leaves using image processing. The segment... more This study aims to classify the disease image on grape leaves using image processing. The segmentation uses the k-means clustering algorithm, the feature extraction process uses the VGG16 transfer learning technique, and the classification uses CNN. The dataset is from Kaggle of 4000 grape leaf images for four classes: leaves with black measles, leaf spot, healthy leaf, and blight. Google images of 100 pieces were also used as test data outside the dataset. The accuracy of the CNN model training is 99.50 %. The classification yields an accuracy of 97.25 % using the test data, while using test image data outside the dataset obtains an accuracy of 95 %. The designed image processing method can be applied to identify and classify disease images on grape leaves.
Nowadays E-Government has a huge impact on supporting and running governments around the world. A... more Nowadays E-Government has a huge impact on supporting and running governments around the world. And a government site is a tool for interacting between the government and its citizens. Recent studies have shown that the quality of the website becomes something that the government mandatory. This research examines the overall quality of the website Covid19 Bogor City. Using the Webqual methodology to assess the quality of the website and to see how the Bogor city government maintains the expectations of its citizens or users. From a three-dimensional variable that has been given by webqual and from 119 respondents as a sample of this research, the author finds that all three variables have significant results for the satisfied citizens or users with certain aspects of the facilities, contents, and menus of the website. Majority respondents who have accessed and using the website of Bogor City Covid19 satisfied with the facilities.
Abstrak Peranan teknologi sangatlah membantu dalam pekerjaan sehari-hari baik organisasi, perusah... more Abstrak Peranan teknologi sangatlah membantu dalam pekerjaan sehari-hari baik organisasi, perusahaan yang berupa unit kecil ataupun perusahaan besar. Dalam hal ini dikarenakan adanya tuntunan atas pelayanan prima kepada rekan binis atau masyarakat sebagai objek pengguna. Terlepas dari itu yang terjadi di Mapolresta sebagai sarana pelayanan yang dirasa masih perlunya ada perbaikan disetiap unit kerja. Sebagai contoh dalam hal info jadwal SIM keliling dan info kepada masyarakat yang bersifat umum. Karena dengan adanya system informasi berupa website ini sangatlah membantu dari segi waktu serta lebih cepat sampai ke masyarkat. Kata Kunci : Sistem informasi, Pelayanan, SIM Keliling Abstract The role of technology is very helpful in the daily work of organizations, companies in the form of small units or large companies. In this case due to the guidance of the excellent service to fellow business or community as the user object. Regardless of that happening in Mapolresta as a service fac...
Cervical cancer is a disease that is very scary for women because it is the cause of death among ... more Cervical cancer is a disease that is very scary for women because it is the cause of death among women. To be aware of this disease is to do an early examination through the Pap Smear (PS) test. In terms identifying overlapping cancer cells, it still has low accuracy. Therefore, this research was carried out with the aim of getting the level of cell separation with high accuracy. This study uses a model to develop the Watershed segmentation technique in the Deep Learning Method. The data tested in this study comes from the RepomedUNM dataset. The amount of data tested is 420 overlapping images with the formulation of 1,260 test images. The results of this study can very well separate each overlapping cell with an average Intersection over Union (IoU) score of 0.9061. Each result can be divided fully by the whole of its area, so the final results of overlapping cells were successfully separated with an average score of 0.945. Therefore, this research can be used as a reference in ide...
The potential and usefulness of wood to meet the needs of human life are not in doubt. Demands us... more The potential and usefulness of wood to meet the needs of human life are not in doubt. Demands us to continue to maintain the quality. Wood quality is closely related to wood defects. Manual defect checks in the wood industry are unreliable because they are prone to human error, For example, due to acute symptoms of headaches and tired eyes, technology in the form of image processing can help identify wood defects Swietenia Mahagoni. In this case, the method used is Euclidean distance with a ratio of k-means segmentation and thresholding on 42 images of wood defects consisting of 3 types of defects, namely growing skin defects, rotting knots, and healthy knots, every 14 images with data sharing. training for 30 images and testing for 12 images. The results of the k-means segmentation are then extracted on 6 features including metric, eccentricity, contrast, correlation, energy, and homogeneity using the Gray Level Co-occurrence Matrix (GLCM) extractor and classified by calculating t...
Tin plant with the Latin name Ficus Caric is a type of fruit plant from a type of tree that grows... more Tin plant with the Latin name Ficus Caric is a type of fruit plant from a type of tree that grows in many tropical and subtropical regions. Tin plants are currently widely cultivated in Indonesia. Tin fruit has brownish-yellow fruit, with a sweet taste. Cerothelium fic is a type of leaf rust disease that attacks the leaves of figs and is the biggest threat to the production of figs. Other diseases that attack tin plants are whitefly and mosaic virus. This mosaic virus first appeared in California and spread to most parts of Indonesia and the United States. Figs infected with this virus become brown spots causing slow growth of figs and deformities in the figs. In the development of science and technology, ways to detect diseases in tin plants such as leaf rust, mosaic virus, and whitefly can be done with the help of image processing. For this reason, this study aims to perform image processing in the form of K-Means segmentation on tin leaf images analyzed by GLCM feature extraction...
Jurnal Sistem dan Teknologi Informasi (Justin), 2021
Tanaman Tin dengan nama latin Ficus Caric adalah sejenis tanaman buah dari sejenis pohon yang ban... more Tanaman Tin dengan nama latin Ficus Caric adalah sejenis tanaman buah dari sejenis pohon yang banyak tumbuh di kawasan daerah tropis dan subtropis. Tanaman Tin saat ini sudah banyak dibudidayakan di Indonesia. Buah Tin memiliki buah yang berwarna kuning kecoklatan, dengan rasa yang manis. Cerotelium Fici adalah jenis penyakit karat daun yang menyerang pada daun tin, dan menjadi ancaman terbesar terhadap produksi buah tin. Penyakit lain yang menyerang pada tanaman tin adalah kutu kebul dan virus mosaik. Virus mosaik ini pertama kali muncul di California dan menyebar ke sebagaian besar wilayah Indonesia dan Amerika Serikat. Daun tin yang terinfeksi virus ini menjadi bintik-bintik cokelat menyebabkan pertumbuhan tanaman tin menjadi lambat dan cacat pada buah tin. Dalam perkembangan ilmu pengetahuan dan teknologi, cara untuk mendeteksi penyakit pada tanaman tin seperti karat daun, virus mosaik dan kutu kebul dapat dilakukan dengan bantuan pengolahan citra. Untuk itu penelitian ini bertu...
Information about COVID-19 is now very easily accessed on the Internet, even too much. The phenom... more Information about COVID-19 is now very easily accessed on the Internet, even too much. The phenomenon of excessive information obtained can also be linked to psychological illnesses and obtain information retrieval. this article conducts research about information overload about the psychology of information seekers and their protection. The study used the TAM method with SEM tools with 380 respondents. The results of the study show that excessive online information about COVID-19 has a positive influence on the psyche and affects the relationship of information seekers not to continue the search results.
The purpose of this research is to know the influence of the application of AMARI COVID-19 to how... more The purpose of this research is to know the influence of the application of AMARI COVID-19 to how well the use of the application is received in the community to prevent the spread of the virus Covid-19. This type of research is explanatory research with a quantitative approach. To this end, their responses to an online questionnaire (n=113) were analyzed using IBM SPSS Statistics 21 as software. The sampling techniques used are simple random sampling. Descriptive analysis is used to analyze the research hypothesis. The test results of the five hypothesis in the study stated that the AMARI COVID-19 application has a significant effect on the prevention of the spread of Covid-19 viruses, meaning it is accepted by the wider community as one of the tools that can help prevent the spread of COVID-19 diseases.
Kiwi fruit is known as a fruit rich in benefits because it contains many nutrients, sources as we... more Kiwi fruit is known as a fruit rich in benefits because it contains many nutrients, sources as well as high antioxidants. In Indonesia, there are two varieties of kiwi fruit sold in the market, namely green kiwi and golden kiwi and there is one more variety, namely red kiwi. The content of the three varieties is different and the price is also different. Gold kiwi has the highest nutritional content so that the price is above other kiwi varieties, but from the outside the appearance of this kiwi fruit at a glance is the same and many people do not recognize the kiwi variety they will buy even though these three kiwi varieties have different tastes and nutritional content. For this reason, the researcher proposes a classification system for kiwi fruit varieties using the hard CNN method. The CNN method is one of the deep learning methods that can be used to recognize and classify an object in a digital image. Then the preprocessing process is carried out using labeling on the data. T...
Literasi: Jurnal Pengabdian Masyarakat dan Inovasi
SMK IT Raflesia Depok merupakan salah satu sekolah menengah atas yang berada di wilayah Kota Depo... more SMK IT Raflesia Depok merupakan salah satu sekolah menengah atas yang berada di wilayah Kota Depok dimana saat ini telah memiliki website yang digunakan sebagai media informasi dan komunikasi, namun belum menyediakan layanan bahan ajar secara online. Selain mendapatkan materi pelajaran dari sekolah, biasanya siswa masih mencari materi tambahan dengan mengikuti kelas privat. Dengan perkembangan teknologi yang telah berkembang di bidang pendidikan, maka akses materi pelajaran dapat dilakukan secara online, atau yang biasa disebut e-learning. Dalam rangka melaksanakan Tri Dharma Perguruan Tinggi, Universitas Nusa Mandiri menyelenggarakan pelatihan aplikasi e-learning “MojadiPro” berbasis android untuk siswa SMK IT Raflesia Depok yang bertujuan untuk memberikan informasi mengenai adanya aplikasi e-learning MojadiPro, yang nantinya dapat digunakan oleh siswa sebagai aplikasi pendamping belajar yang bisa diakses melalui smartphone. Pelatihan telah terselenggara pada tanggal 14 Januari 202...
Memahami kekuatan media harus dipromosikan pada semua tingkatan. Upaya pengembangan literasi medi... more Memahami kekuatan media harus dipromosikan pada semua tingkatan. Upaya pengembangan literasi media, baik dalam bentuk pemikiran maupun dalam melakukan kegiatan penyuluhan, perlu dilakukan dan didukung oleh berbagai pemangku kepentingan. Apalagi di era media digital saat ini, masyarakat sudah terbiasa dan mudah mengakses media sosial. Ada juga kekhawatiran yang berkembang tentang dampak negatif penggunaan media sosial pada generasi muda. Oleh karena itu, perlu mengajarkan generasi muda keterampilan media untuk menggunakan media sosial. Hal ini menjadi dasar untuk membuat kegiatan bersama yang bertujuan untuk mengedukasi generasi muda agar bijak dalam menggunakan media sosial serta mampu memanfaatkan media digital dengan baik. Kegiatan ini berlangsung pada tanggal 3 April 2022 dengan jumlah peserta sebanyak 15 orang. Berdasarkan hasil kegiatan yang dilakukan, penerapan komunikasi positif menghasilkan perubahan positif dalam wawasan, pengetahuan, keterampilan, nilai, dan sikap remaja, ...
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2022
Cervical cancer’s a gynecological malignancy in women that’s very dangerous, even causes death. P... more Cervical cancer’s a gynecological malignancy in women that’s very dangerous, even causes death. Prevention through early detection of Pap smear test. It was carried out by pathologists with the help of a microscope still have obstacles in observations. There’re many studies on Pap smear image processing for helping pathologists in cell identification. Availability of Pap smear image dataset is needed in cervical cancer early detection research. The purpose of this study was to segment, feature extraction and classify 180 Pap smear images of RepoMedUNM. The method used to identify Pap smear images begins with preprocessing, namely changing the color in the image to L*a*b color, segmentation using the K-means method, extraction of 6 features, namely metric, eccentricity, contrast, correlation, energy, and homogeneity, and then identified by calculating the closest distance between the training data features and the test data features with the Euclidean distance. The result of identif...
Deteksi dini kanker serviks dapat mencegah dan menunda kematian, salah satunya dengan memanfaatka... more Deteksi dini kanker serviks dapat mencegah dan menunda kematian, salah satunya dengan memanfaatkan teknologi komputer untuk mendiagnosa berbagai jenis sel kanker serviks. Penelitian dilakukan terhadap citra Pap smear yang diambil dari RepomedUNM dengan tujuan mengklasifikasikan citra Pap smear menjadi dua kelas yaitu sel normal dan sel abnormal dengan menggunakan metode AlexNet. Proses awal klasifikasi citra terdiri dari mengubah ukuran dan mengubah citra asli menjadi skala abu-abu. Penelitian ini juga bertujuan untuk mendeteksi tepi citra pap smear yang terdiri dari dua kelas yaitu sel normal dan sel koilocyt. Deteksi tepi menggunakan metode Canny untuk mendapatkan nilai luas, keliling dan diameter sel sitoplasma dan inti sel (nukleus). Proses deteksi tepi Canny terdiri dari proses cropping, mengubah citra asli menjadi grayscale, dan segmentasi citra menggunakan metode thresholding. Hasil klasifikasi 2000 citra Pap smear menghasilkan akurasi sebesar 97,66% dan hasil deteksi tepi da...
Kementerian Kesehatan telah mendirikan Sistem Komputerisasi Haji Terpadu Bidang Kesehatan (SISKOH... more Kementerian Kesehatan telah mendirikan Sistem Komputerisasi Haji Terpadu Bidang Kesehatan (SISKOHATKES), sebagai sistem informasi untuk pencatatan pelaporan data kesehatan Jemaah Haji yang tertuang dalam peraturan menteri kesehatan No 62 Tahun 2016 Tentang Penyelenggaraan Kesehatan Haji. Untuk mengukur keberhasilan penerapan SISKOHATKES, DeLone & McLean adalah model yang cocok untuk digunakan. Penelitian ini juga menganalisis faktor-faktor yang mengukur keberhasilan model kesuksesan sistem informasi DeLone & McLean terhadap pengguna SISKOHATKES bagi Pengelola Kesehatan Haji Dinas Kesehatan Provinsi. Data dari 34 responden yang dikumpulkan melalui penyebaran kuisioner, kemudian dianalisis dengan Partial Least Squares (PLS) menggunakan perangkat lunak SmartPLS 3.2.9. Hasil dari penelitian ini membuktikan bahwa kualitas informasi dan kualitas pelayanan berpengaruh signifikan terhadap variabel pengguna dalam mengukur keberhasilan penggunaan SISKOHATKES, dengan nilai R-square 0,759 untuk...
Rekayasa: Jurnal Ilmiah Ilmu-Ilmu Eksakta dan Teknologi, Aug 6, 2022
Acne vulgaris or acne is a common inflammatory pilosebaceous condition that affects up to 90% of ... more Acne vulgaris or acne is a common inflammatory pilosebaceous condition that affects up to 90% of teenagers, begins during adolescent years, and often persists into adulthood. Acne vulgaris, especially on the face, has a major impact on the emotional, social and psychological health of patients. In treating acne, it is necessary to identify the exact type of acne. The manual method is considered less effective, so it is proposed an automatic method using a computer, which uses image processing techniques. This research was conducted to identify the types of acne on facial acne images. The methods used are K-Means Clustering for segmentation, Gray Level Co-occurrence Matrix (GLCM) for feature extraction, and Extreme Learning Machine (ELM) for classification. The dataset consists of 100 images and consists of 3 classes, namely Nodules, Papules and Pustules, which will be tested in stages to determine the level of accuracy of the ELM method on the classification of acne types. Testing is done in two stages, namely testing 2 classes (Nodules and Papules), followed by testing 3 classes (Nodules, Papules and Pustules). Testing of 2 classes produces the highest accuracy of 95,24% and testing of 3 classes produces the highest accuracy of 80%.
This study aims to classify the disease image on grape leaves using image processing. The segment... more This study aims to classify the disease image on grape leaves using image processing. The segmentation uses the k-means clustering algorithm, the feature extraction process uses the VGG16 transfer learning technique, and the classification uses CNN. The dataset is from Kaggle of 4000 grape leaf images for four classes: leaves with black measles, leaf spot, healthy leaf, and blight. Google images of 100 pieces were also used as test data outside the dataset. The accuracy of the CNN model training is 99.50 %. The classification yields an accuracy of 97.25 % using the test data, while using test image data outside the dataset obtains an accuracy of 95 %. The designed image processing method can be applied to identify and classify disease images on grape leaves.
Nowadays E-Government has a huge impact on supporting and running governments around the world. A... more Nowadays E-Government has a huge impact on supporting and running governments around the world. And a government site is a tool for interacting between the government and its citizens. Recent studies have shown that the quality of the website becomes something that the government mandatory. This research examines the overall quality of the website Covid19 Bogor City. Using the Webqual methodology to assess the quality of the website and to see how the Bogor city government maintains the expectations of its citizens or users. From a three-dimensional variable that has been given by webqual and from 119 respondents as a sample of this research, the author finds that all three variables have significant results for the satisfied citizens or users with certain aspects of the facilities, contents, and menus of the website. Majority respondents who have accessed and using the website of Bogor City Covid19 satisfied with the facilities.
Abstrak Peranan teknologi sangatlah membantu dalam pekerjaan sehari-hari baik organisasi, perusah... more Abstrak Peranan teknologi sangatlah membantu dalam pekerjaan sehari-hari baik organisasi, perusahaan yang berupa unit kecil ataupun perusahaan besar. Dalam hal ini dikarenakan adanya tuntunan atas pelayanan prima kepada rekan binis atau masyarakat sebagai objek pengguna. Terlepas dari itu yang terjadi di Mapolresta sebagai sarana pelayanan yang dirasa masih perlunya ada perbaikan disetiap unit kerja. Sebagai contoh dalam hal info jadwal SIM keliling dan info kepada masyarakat yang bersifat umum. Karena dengan adanya system informasi berupa website ini sangatlah membantu dari segi waktu serta lebih cepat sampai ke masyarkat. Kata Kunci : Sistem informasi, Pelayanan, SIM Keliling Abstract The role of technology is very helpful in the daily work of organizations, companies in the form of small units or large companies. In this case due to the guidance of the excellent service to fellow business or community as the user object. Regardless of that happening in Mapolresta as a service fac...
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