Следене
Muhammad Febrian Rachmadi
Muhammad Febrian Rachmadi
Research Scientist and Lecturer
Потвърден имейл адрес: cs.ui.ac.id
Заглавие
Позовавания
Позовавания
Година
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
72*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
652011
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
582016
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
282019
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
252017
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
222020
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
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
16*2020
Local and long-distance organization of prefrontal cortex circuits in the marmoset brain
A Watakabe, H Skibbe, K Nakae, H Abe, N Ichinohe, MF Rachmadi, ...
Neuron 111 (14), 2258-2273. e10, 2023
152023
Predicting the evolution of white matter Hyperintensities in brain MRI using generative adversarial networks and irregularity map
MF Rachmadi, M del C. Valdés-Hernández, S Makin, JM Wardlaw, ...
International conference on medical image computing and computer-assisted …, 2019
152019
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
142011
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
132019
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
122017
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 del C. Valdés-Hernández, T Komura
PRedictive Intelligence in MEdicine: First International Workshop, PRIME …, 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
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
82018
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
72017
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
The Brain/MINDS Marmoset Connectivity Resource: An open-access platform for cellular-level tracing and tractography in the primate brain
H Skibbe, MF Rachmadi, K Nakae, CE Gutierrez, J Hata, H Tsukada, ...
PLoS biology 21 (6), e3002158, 2023
62023
Hierarchical vision transformers for cardiac ejection fraction estimation
L Fazry, A Haryono, NK Nissa, NM Hirzi, MF Rachmadi, W Jatmiko
2022 7th International Workshop on Big Data and Information Security (IWBIS …, 2022
62022
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