Items where Author is "Sudirman, Sud"

Article

Natalia, Friska and Sudirman, Sud and Ruslim, Daniel and Al-KafriI, Ala (2024) Lumbar spine MRI annotation with intervertebral disc height and Pfirrmann grade predictions. PLOS One, 19 (5). pp. 1-27. ISSN 1932-6203

Dineley, Andrew and Natalia, Friska and Sudirman, Sud (2024) Data Augmentation for Occlusion-Robust Traffic Sign Recognition Using Deep Learning. ICIC Express Letters, 15 (4). pp. 381-388. ISSN 2185-2766

Irvine, Flavius Ryaas Rasyid and Natalia, Friska and Sudirman, Sud and Ko, Chang Seong (2023) Automated Physical Distancing Monitoring Using Yolov3. ICIC Express Letters, 14 (8). pp. 869-876. ISSN 2185-2766

Natalia, Friska and Sudirman, Sud (2023) Classification of Sagittal Lumbar Spine MRI for Lumbar Spinal Stenosis Detection using Transfer Learning of a Deep Convolutional Neural Network. IEEE Explore.

Natalia, Friska and Young, Julio Christian and Afriliana, Nunik and Meidia, Hira and Yunus, Reyhan Eddy and Sudirman, Sud (2022) Automated selection of mid-height intervertebral disc slice in traverse lumbar spine MRI using a combination of deep learning feature and machine learning classifier. PLOS One, 17 (1). pp. 1-30. ISSN 1932-6203

Sujadi, Indra and Natalia, Friska and Ferdinand, Ferry Vincenttius and Sudirman, Sud and Ko, Chang Seong (2022) A Mobile-Based Covid-19 Decision Support System Using Dempster-Shafer Theory. ICIC Express Letters, 13 (6). pp. 615-622. ISSN 2185-2766

Sudirman, Sud and Natalia, Friska and Sophian, Ali and Ashraf, Arselan (2022) Pulsed Eddy Current signal processing using wavelet scattering and Gaussian process regression for fast and accurate ferromagnetic material thickness measurement. Alexandria Engineering Journal, 61 (12). pp. 11239-11250. ISSN 1110-0168

Thioanda, Fisichela and Natalia, Friska and Ferdinand, Ferry Vincenttius and Sudirman, Sud (2021) Mobile Application for Asthma Prediction using Fuzzy-Certainty Factor Expert System. ICIC Express Letters, 12 (9). pp. 346-389. ISSN 2185-2766

Thioanda, Fisichela and Natalia, Friska and Ferdinand, Ferry Vincenttius and Sudirman, Sud and Ko, Chang Seong (2021) Mobile Application for Asthma Prediction Using Fuzzy-Certainty Factor Expert System. ICIC Express Letters, 12 (9). pp. 839-846. ISSN 2185-2766

Setiawan, Nico Bernando and Natalia, Friska and Ferdinand, Ferry Vincenttius and Sudirman, Sud and Ko, Chang Seong (2021) Classification of Skin Diseases and Disorders using Convolutional Neural Network on a Mobile Application. ICIC Express Letters, 12 (8). pp. 715-721. ISSN 2185-2766

Natalia, Friska and Meidia, Hira and Afriliana, Nunik and Young, Julio Cristian and Yunus, Reyhan Eddy and Al-Jumaily, Mohammed and Al-Kafri, Ala and Sudirman, Sud (2020) Automated measurement of anteroposterior diameter and foraminal widths in MRI images for lumbar spinal stenosis diagnosis. PLoS ONE, 5 (11).

Sahisnu, Julian Satya and Natalia, Friska and Ferdinand, Ferry Vincenttius and Sudirman, Sud and Ko, Chang Seong (2020) VACCINE PREDICTION SYSTEM USING ARIMA METHOD. ICIC Express Letters, 11 (6). pp. 567-575. ISSN 2185-2766

Natalia, Friska and Meidia, Hira and Afriliana, Nunik and Young, Julio Cristian and Sudirman, Sud (2020) Contour evolution method for precise boundary delineation of medical images. TELKOMNIKA Telecommunication, Computing, Electronics and Control, 18 (3). ISSN 1693-6930

Young, Stephen and Natalia, Friska and Sudirman, Sud and Ko, Chang Seong (2019) EYEGLASSES FRAME SELECTION BASED ON OVAL FACE SHAPE USING CONVOLUTIONAL NEURAL NETWORK. ICIC Express Letters, 10 (8). pp. 707-715. ISSN 2185-2766

Al-Kafri, Ala S. and Sudirman, Sud and Hussain, Abir and Al-Jumeily, Dhiya and Natalia, Friska and Meidia, Hira and Afriliana, Nunik and Al-Rashdan, Wasfi (2019) Boundary Delineation of MRI Images for Lumbar Spinal Stenosis Detection Through Semantic Segmentation Using Deep Neural Networks. IEEE Access ( Volume: 7). pp. 43487-43501. ISSN 2169-3536

Natalia, Friska and Meidia, Hira and Afriliana, Nunik and Al-Kafri, Ala S. and Sudirman, Sud (2019) Methodology to Determine Important-Points Location for Automated Lumbar Spine Stenosis Diagnosis Procedure. ICIMH 2019: Proceedings of the 2019 International Conference on Intelligent Medicine and Health. pp. 53-57.

Young, Julio Cristian and Afriliana, Nunik and Natalia, Friska and Meidia, Hira and Sudirman, Sud (2019) A Study on the Suitability of Applying Active Contour Evolution Models in Segmenting and Delineating Boundaries in Medical Images. 2019 5th International Conference on New Media Studies (CONMEDIA).

Natalia, Friska and Meidia, Hira and Afriliana, Nunik and Al-Kafri, Ala S. and Sudirman, Sud and Simpson, Andrew and Sophian, Ali and Al-Jumaily, Mohammed and Al-Rashdan, Wasfi and Bashtawi, Mohammad (2018) Development of Ground Truth Data for Automatic Lumbar Spine MRI Image Segmentation. 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS).

Al-Kafri, Ala S. and Sudirman, Sud and Hussain, Abir and Al-Jumeily, Dhiya and Fergus, Paul and Natalia, Friska and Meidia, Hira and Afriliana, Nunik and Sophian, Ali and Al-Jumaily, Mohammed and Al-Rashdan, Wasfi and Bashtawi, Mohammad (2018) Segmentation of Lumbar Spine MRI Images for Stenosis Detection Using Patch-Based Pixel Classification Neural Network. 2018 IEEE Congress on Evolutionary Computation (CEC).

Conference or Workshop Item

Mahyoub, Mohamed and Abdulhussain, Sadiq H. and Natalia, Friska and Sudirman, Sud and Mahmmod, Basheera M. (2023) Abstract Pattern Image Generation using Generative Adversarial Networks. In: 2023 15th International Conference on Developments in eSystems Engineering (DeSE).

Mahyoub, Mohamed and Natalia, Friska and Sudirman, Sud and Al- Jumaily, Abdulmajeed Hammadi Jasim and Liatsis, Panos (2023) Brain Tumor Segmentation in Fluid-Attenuated Inversion Recovery Brain MRI using Residual Network Deep Learning Architectures. In: 2023 15th International Conference on Developments in eSystems Engineering (DeSE).

Mahyoub, Mohamed and Natalia, Friska and Sudirman, Sud and Liatsis, Panos and Al-Jumaily, Abdulmajeed Hammadi Jasim (2023) Data Augmentation Using Generative Adversarial Networks to Reduce Data Imbalance with Application in Car Damage Detection. In: 2023 15th International Conference on Developments in eSystems Engineering (DeSE).

Mahyoub, Mohamed and Natalia, Friska and Sudirman, Sud and Al-Jumaily, Abdulmajeed Hammadi Jasim and Liatsis, Panos (2023) Semantic Segmentation and Depth Estimation of Urban Road Scene Images Using Multi-Task Networks. In: 2023 15th International Conference on Developments in eSystems Engineering (DeSE).

Mahyoub, Mohamed and Natalia, Friska and Sudirman, Sud and Mustafina, Jamila (2023) Sign Language Recognition using Deep Learning. In: 2023 15th International Conference on Developments in eSystems Engineering (DeSE).

Monica, Stephanie and Natalia, Friska and Sudirman, Sud (2019) Clustering Tourism Object in Bali Province Using K-Means and X-Means Clustering Algorithm. In: IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems, 28-30 June 2018, Exeter, UK.