Article

Natalia, F, Sudirman, S, Ruslim, D and Al-Kafri, A (2024) Lumbar spine MRI annotation with intervertebral disc height and Pfirrmann grade predictions. PLoS One, 19 (5). pp. 1-27. ISSN 1932-6203

Dineley, A, Natalia, F and Sudirman, S (2024) DATA AUGMENTATION FOR OCCLUSION-ROBUST TRAFFIC SIGN RECOGNITION USING DEEP LEARNING. ICIC Express Letters, Part B: Applications, 15 (4). pp. 381-388. ISSN 2185-2766

Kusuma, SW, Natalia, F, Ko, CS and Sudirman, S (2024) Detection of AI-generated anime images using deep learning. ICIC Express Letters, Part B: Applications, 15 (3). pp. 295-301. ISSN 2185-2766

Irvine, FRR, Natalia, F, Sudirman, S and Ko, CS (2023) Automated Physical Distancing Monitoring Using YOLOV3. ICIC Express Letters, Part B: Applications, 14 (8). pp. 869-876. ISSN 2185-2766

Sujadi, I, Natalia, F, Ferdinand, FV, Sudirman, S and Ko, CS (2022) A Mobile-Based COVID-19 Decision Support System Using Dempster-Shafer Theory. ICIC Express Letters, Part B: Applications, 13 (6). pp. 615-622. ISSN 2185-2766

Sudirman, S, Natalia, F, Sophian, A and Ashraf, A (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

Natalia, F, Young, JC, Afriliana, N, Meidia, H, Yunus, RE and Sudirman, S (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). ISSN 1932-6203

Thioanda, F, Natalia, F, Ferdinand, FV, Sudirman, S and Ko, CS (2021) Mobile Application for Asthma Prediction using Fuzzy-Certainty Factor Expert System. ICIC Express Letters, Part B: Applications, 12 (9). pp. 389-346. ISSN 2185-2766

Setiawan, NB, Natalia, F, Ferdinand, FV, Sudirman, S and Ko, CS (2021) Classification of Skin Diseases and Disorders using Convolutional Neural Network on a Mobile Application. ICIC Express Letters, Part B: Applications, 12 (8). pp. 715-722. ISSN 2185-2766

Natalia, F, Meidia, H, Afriliana, N, Young, JC, Yunus, RE, Al-Jumaily, M, Al-Kafri, AS and Sudirman, S (2020) Automated measurement of anteroposterior diameter and foraminal widths in MRI images for lumbar spinal stenosis diagnosis. PLoS One, 15 (11). ISSN 1932-6203

Sahisnu, JS, Natalia, F, Ferdinand, FV, Sudirman, S and Ko, C-S (2020) Vaccine prediction system using ARIMA method. ICIC Express Letters, Part B: Applications, 11 (6). pp. 567-575. ISSN 2185-2766

Natalia, F, Meidia, H, Afriliana, N, Young, JC and Sudirman, S (2020) Contour evolution method for precise boundary delineation of medical images. TELKOMNIKA : Telecommunication, Computing, Electronics and Control, 18 (3). pp. 1621-1632. ISSN 1693-6930

Young, S, Natalia, F, Sudirman, S and Ko, CS (2019) Eyeglasses frame selection based on oval face shape using convolutional neural network. ICIC Express Letters, Part B: Applications, 10 (8). pp. 707-715. ISSN 2185-2766

Al-Kafri, AS, Sudirman, S, Hussain, A, Al-Jumeily, D, Natalia, F, Meidia, H, Afriliana, N, Al-Rashdan, W, Bashtawi, M and Al-Jumaily, M (2019) Boundary Delineation of MRI Images for Lumbar Spinal Stenosis Detection through Semantic Segmentation using Deep Neural Networks. IEEE Access. ISSN 2169-3536

Conference or Workshop Item

Mahyoub, M, Abdulhussain, SH, Natalia, F, Sudirman, S and Mahmmod, BM (2023) Abstract Pattern Image Generation using Generative Adversarial Networks. In: Proceedings - 2023 15 International Conference on Developments in eSystems Engineering, (DESE) , 2023-J. pp. 172-177. (2023 15 International Conference on Developments in eSystems Engineering, (DESE), 09-12 January 2023, Baghdad & Anbar, Iraq).

Mahyoub, M, Natalia, F, Sudirman, S, Jasim Al-Jumaily, AH and Liatsis, P (2023) Brain Tumor Segmentation in Fluid-Attenuated Inversion Recovery Brain MRI using Residual Network Deep Learning Architectures. In: Proceedings - 2023 15 International Conference on Developments in eSystems Engineering (DeSE) , 2023-J. pp. 486-491. (2023 15 International Conference on Developments in eSystems Engineering (DeSE), 09-12 January 2023, Baghdad & Anbar, Iraq).

Mahyoub, M, Natalia, F, Sudirman, S, Liatsis, P and Jasim Al-Jumaily, AH (2023) Data Augmentation Using Generative Adversarial Networks to Reduce Data Imbalance with Application in Car Damage Detection. In: Proceedings - 2023 15th International Conference on Developments in eSystems Engineering (DESE) , 2023-J. pp. 480-485. (2023 15th International Conference on Developments in eSystems Engineering (DESE), 09-12 January 2023, Baghdad & Anbar, Iraq).

Mahyoub, M, Natalia, F, Sudirman, S, Al-Jumaily, AHJ and Liatsis, P (2023) Semantic Segmentation and Depth Estimation of Urban Road Scene Images Using Multi-Task Networks. In: Proceedings - 2023 15th International Conference on Developments in eSystems Engineering (DESE) , 2023-J. pp. 469-474. (2023 15th International Conference on Developments in eSystems Engineering (DESE), 9-12 Jan. 2023, Baghdad & Anbar, Iraq).

Mahyoub, M, Natalia, F, Sudirman, S and Mustafina, J (2023) Sign Language Recognition using Deep Learning. In: Proceedings - 2023 International Conference on Developments in eSystems Engineering(DeSE) , 2023-J. pp. 184-189. (2023 15th International Conference on Developments in eSystems Engineering (DeSE), 9th Jan to 12th Jan 2023, Baghdad and Anbar, Iraq).

Mulyono, TM, Natalia, F and Sudirman, S (2020) A Study of Data Mining Methods for Identification Undernutrition and Overnutrition in Obesity. In: ICSEB '19: Proceedings of the 2019 3rd International Conference on Software and e-Business . pp. 6-10. (3rd International Conference on Software and e e-Business, 09 December 2019 - 12 December 2019, Tokyo).

Natalia, F, Meidia, H, Afriliana, N, Al-Kafri, AS, Sudirman, S, Simpson, A, Sophian, A, Al-Jumaily, M, Al-Rashdan, W and Bashtawi, M (2019) Development of Ground Truth Data for Automatic Lumbar Spine MRI Image Segmentation. In: 2018 IEEE 20th International Conference on High Performance Computing and Communications . (THE 3rd INTERNATIONAL WORKSHOP ON INTERNET OF THINGS FOR BIG DATA HEALTHCARE, 28 June 2018 - 30 June 2018, Exeter, United Kingdom).

Al-Kafri, AS, Sudirman, S, Hussain, AJ, Al-Jumeily, D, Fergus, P, Natalia, F, Meidia, H, Afriliana, N, Sophian, A, Al-Jumaily, M, Al-Rashdan, W and Bashtawi, M (2018) Segmentation of Lumbar Spine MRI Images for Stenosis Detection using Patch-based Pixel Classification Neural Network. In: 2018 IEEE Congress on Evolutionary Computation (CEC) . (IEEE Congress on Evolutionary Computation (IEEE CEC) as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), 08 July 2018 - 13 July 2018, Rio de Janeiro, BRAZIL).