Suivre
Muhammad Febrian Rachmadi
Muhammad Febrian Rachmadi
Research Scientist and Lecturer
Adresse e-mail validée de cs.ui.ac.id
Titre
Citée par
Citée par
Année
Segmentation of white matter hyperintensities using convolutional neural networks with global spatial information in routine clinical brain MRI with none or mild vascular pathology
MF Rachmadi, MC Valdes-Hernandez, MLF Agan, C Di Perri, T Komura, ...
Computerized Medical Imaging and Graphics 66, 28-43, 2018
55*2018
Adaptive traffic signal control system using camera sensor and embedded system
MF Rachmadi, F Al Afif, W Jatmiko, P Mursanto, EA Manggala, ...
TENCON 2011-2011 IEEE Region 10 Conference, 1261-1265, 2011
552011
Particle swarm optimization (PSO) for training optimization on convolutional neural network (CNN)
AR Syulistyo, DMJ Purnomo, MF Rachmadi, A Wibowo
Jurnal Ilmu Komputer dan Informasi 9 (1), 52-58, 2016
392016
Deep learning vs. conventional machine learning: pilot study of wmh segmentation in brain mri with absence or mild vascular pathology
MF Rachmadi, MC Valdés-Hernández, MLF Agan, T Komura
Journal of Imaging 3 (4), 66, 2017
242017
Mobile phones as traffic sensors with map matching and privacy considerations
B Hardjono, A Wibowo, MF Rachmadi, W Jatmiko
2012 International Symposium on Micro-NanoMechatronics and Human Science …, 2012
222012
Evaluation of Enhanced Learning Techniques for Segmenting Ischaemic Stroke Lesions in Brain Magnetic Resonance Perfusion Images using a Convolutional Neural Network Scheme
CU Pérez Malla, MDC Valdés Hernández, MF Rachmadi, T Komura
Frontiers in neuroinformatics 13, 33, 2019
182019
Enhanced adaptive traffic signal control system using camera sensor and embedded system
F Al Afif, MF Rachmadi, A Wibowo, W Jatmiko, P Mursanto, MA Ma'sum
2011 International Symposium on Micro-NanoMechatronics and Human Science …, 2011
122011
Dilated saliency u-net for white matter hyperintensities segmentation using irregularity age map
Y Jeong, MF Rachmadi, MC Valdés-Hernández, T Komura
Frontiers in aging neuroscience 11, 150, 2019
112019
Limited One-time Sampling Irregularity Map (LOTS-IM) for Automatic Unsupervised Assessment of White Matter Hyperintensities and Multiple Sclerosis Lesions in Structural Brain …
MF Rachmadi, MC Valdés-Hernández, H Li, R Guerrero, R Meijboom, ...
Computerized Medical Imaging and Graphics 79, 101685, 2020
10*2020
Transfer learning for task adaptation of brain lesion assessment and prediction of brain abnormalities progression/regression using irregularity age map in brain mri
MF Rachmadi, M C Valdés-Hernández, T Komura
International workshop on predictive intelligence in medicine, 85-93, 2018
10*2018
Spectral domain cross correlation function and generalized learning vector quantization for recognizing and classifying Indonesian sign language
E Rakun, MF Rachmadi, K Danniswara
2012 International Conference on Advanced Computer Science and Information …, 2012
102012
Automatic irregular texture detection in brain mri without human supervision
MF Rachmadi, MC Valdés-Hernández, T Komura
International Conference on Medical image computing and computer-assisted …, 2018
92018
Predicting the evolution of white matter Hyperintensities in brain MRI using generative adversarial networks and irregularity map
MF Rachmadi, M C Valdés-Hernández, S Makin, JM Wardlaw, T Komura
International conference on medical image computing and computer-assisted …, 2019
82019
Voxel-based irregularity age map (iam) for brain's white matter hyperintensities in mri
MF Rachmadi, MC Valdés-Hernández, T Komura
2017 International Conference on Advanced Computer Science and Information …, 2017
82017
Automatic spatial estimation of white matter hyperintensities evolution in brain MRI using disease evolution predictor deep neural networks
MF Rachmadi, MC Valdés-Hernández, S Makin, J Wardlaw, T Komura
Medical image analysis 63, 101712, 2020
72020
Optimization of stacked unsupervised extreme learning machine to improve classifier performance
DMS Arsa, MA Ma'sum, MF Rachmadi, W Jatmiko
2017 International Workshop on Big Data and Information Security (IWBIS), 63-68, 2017
72017
Comparison of image enhancement methods for chromosome karyotype image enhancement
DMS Arsa, G Jati, A Santoso, R Filano, N Hanifah, MF Rachmadi
Jurnal Ilmu Komputer dan Informasi 10 (1), 50-58, 2017
72017
Fuzzy learning vector quantization particle swarm optimization (FLVQ-PSO) and fuzzy neuro generalized learning vector quantization (FN-GLVQ) for automatic early detection …
MF Rachmadi, MA Ma'sum, IMA Setiawan, W Jatmiko
2012 Proceedings of SICE Annual Conference (SICE), 465-470, 2012
62012
Beagleboard embedded system for adaptive traffic light control system with camera sensor
MF Rachmadi, F Al Afif, MA Ma'sum, M Fajar, A Wibowo
Jurnal Ilmu Komputer dan Informasi 5 (2), 63-71, 2012
62012
Evaluation of four supervised learning schemes in white matter hyperintensities segmentation in absence or mild presence of vascular pathology
MF Rachmadi, MC Valdés-Hernández, MLF Agan, T Komura, ...
Annual Conference on Medical Image Understanding and Analysis, 482-493, 2017
52017
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