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Muhammad Febrian Rachmadi
Muhammad Febrian Rachmadi
Research Scientist and Lecturer
Verified email at cs.ui.ac.id
Title
Cited by
Cited by
Year
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
76*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
732011
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
642016
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
342020
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
332019
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
282017
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
272023
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
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
182022
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
18*2020
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
172019
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
152011
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
142019
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
132017
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
122023
Exploring the performance of implicit neural representations for brain image registration
M Byra, C Poon, MF Rachmadi, M Schlachter, H Skibbe
Scientific Reports 13 (1), 17334, 2023
112023
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
A dataset of rodent cerebrovasculature from in vivo multiphoton fluorescence microscopy imaging
C Poon, P Teikari, MF Rachmadi, H Skibbe, K Hynynen
Scientific Data 10 (1), 141, 2023
82023
Improving principal component analysis performance for reducing spectral dimension in hyperspectral image classification
DMS Arsa, HR Sanabila, MF Rachmadi, A Gamal, W Jatmiko
2018 International Workshop on Big Data and Information Security (IWBIS …, 2018
82018
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Articles 1–20