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M. F. Rachmadi · SciRah

Researcher profile · Semantic Scholar

M. F. Rachmadi

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M. F. Rachmadi — researcher profile on SciRah

h-index: 14
Works: 69
Citations: 692

Most-cited papers

Segmentation of white matter hyperintensities using convolutional neural networks with global spatial information in routine clinical brain MRI with none or mild vascular pathology
M. F. Rachmadi, Maria Del C Valdés-Hernández, M. Agan, C. Di Perri +1 more
2018Comput. Medical Imaging Graph.75 citations Open access
Semantic Scholar
Local and long-distance organization of prefrontal cortex circuits in the marmoset brain
A. Watakabe, Henrik Skibbe, Ken Nakae, Hiroshi Abe +12 more
2021bioRxiv58 citations Open access
Semantic Scholar
PARTICLE SWARM OPTIMIZATION (PSO) FOR TRAINING OPTIMIZATION ON CONVOLUTIONAL NEURAL NETWORK (CNN)
A. R. Syulistyo, Dwi M. J. Purnomo, M. F. Rachmadi, A. Wibowo
201653 citations Open access
Semantic Scholar
Adaptive traffic signal control system using camera sensor and embedded system
M. F. Rachmadi, Faris Al Afif, W. Jatmiko, P. Mursanto +3 more
2011IEEE Region 10 Conference53 citations
Semantic Scholar
Automatic spatial estimation of white matter hyperintensities evolution in brain MRI using disease evolution predictor deep neural networks
M. F. Rachmadi, Maria del C. Valdés-Hernández, Stephen D. J. Makin, J. Wardlaw +1 more
2019bioRxiv33 citations Open access
Semantic Scholar
Evaluation of Enhanced Learning Techniques for Segmenting Ischaemic Stroke Lesions in Brain Magnetic Resonance Perfusion Images Using a Convolutional Neural Network Scheme
Carlos Uziel Pérez Malla, Maria Del C Valdés-Hernández, M. F. Rachmadi, T. Komura
2019bioRxiv32 citations Open access
Semantic Scholar
The Brain/MINDS Marmoset Connectivity Resource: An open-access platform for cellular-level tracing and tractography in the primate brain
Henrik Skibbe, M. F. Rachmadi, Ken Nakae, Carlos Enrique Gutierrez +12 more
2023PLoS Biology28 citations Open access
Semantic Scholar
Exploring the performance of implicit neural representations for brain image registration
Michal Byra, Charissa Poon, M. F. Rachmadi, Matthias Schlachter +1 more
2023Scientific Reports27 citations Open access
Semantic Scholar
Deep Learning vs. Conventional Machine Learning: Pilot Study of WMH Segmentation in Brain MRI with Absence or Mild Vascular Pathology
M. F. Rachmadi, Maria del C. Valdés-Hernández, M. Agan, T. Komura
2017Journal of Imaging26 citations Open access
Semantic Scholar
Hierarchical Vision Transformers for Cardiac Ejection Fraction Estimation
Lhuqita Fazry, Asep Haryono, Nuzulul Khairu Nissa, Sunarno +3 more
2022International Workshop on Big Data and Information Security23 citations Open access
Semantic Scholar
Predicting the Evolution of White Matter Hyperintensities in Brain MRI using Generative Adversarial Networks and Irregularity Map
M. F. Rachmadi, Maria del C. Valdés-Hernández, Stephen D. J. Makin, J. Wardlaw +1 more
2019bioRxiv16 citations Open access
Semantic Scholar
Mobile phones as traffic sensors with map matching and privacy considerations
Benny Hardjono, A. Wibowo, M. F. Rachmadi, W. Jatmiko
2012Micro-NanoMechatronics and Human Science16 citations
Semantic Scholar
Dilated Saliency U-Net for White Matter Hyperintensities Segmentation Using Irregularity Age Map
Yunhee Jeong, M. F. Rachmadi, Maria del C. Valdés-Hernández, T. Komura
2019bioRxiv15 citations Open access
Semantic Scholar
A dataset of rodent cerebrovasculature from in vivo multiphoton fluorescence microscopy imaging
Charissa Poon, Petteri Teikari, M. F. Rachmadi, Henrik Skibbe +1 more
2023Scientific Data14 citations Open access
Semantic Scholar
Improving Segmentation of Objects with Varying Sizes in Biomedical Images using Instance-wise and Center-of-Instance Segmentation Loss Function
M. F. Rachmadi, Charissa Poon, Henrik Skibbe
2023International Conference on Medical Imaging with Deep Learning14 citations Open access
Semantic Scholar
Limited One-time Sampling Irregularity Map (LOTS-IM) for Automatic Unsupervised Assessment of White Matter Hyperintensities and Multiple Sclerosis Lesions in Structural Brain Magnetic Resonance Images
M. F. Rachmadi, Maria Del C Valdés-Hernández, H. Li, Ricardo Guerrero +7 more
2019Comput. Medical Imaging Graph.14 citations
Semantic Scholar
Enhanced adaptive traffic signal control system using camera sensor and embedded system
F. A. Afif, M. F. Rachmadi, A. Wibowo, W. Jatmiko +2 more
2011Micro-NanoMechatronics and Human Science12 citations
Semantic Scholar
Transfer Learning for Task Adaptation of Brain Lesion Assessment and Prediction of Brain Abnormalities Progression/Regression using Irregularity Age Map in Brain MRI
M. F. Rachmadi, Maria del C. Valdés-Hernández, T. Komura
2018bioRxiv11 citations Open access
Semantic Scholar
Limited One-time Sampling Irregularity Age Map (LOTS-IAM): Automatic Unsupervised Detection of Brain White Matter Abnormalities in Structural Magnetic Resonance Images
M. F. Rachmadi, Maria del C. Valdés-Hernández, H. Li, Ricardo Guerrero +6 more
2018bioRxiv10 citations Open access
Semantic Scholar
COMPARISON OF IMAGE ENHANCEMENT METHODS FOR CHROMOSOME KARYOTYPE IMAGE ENHANCEMENT
D. M. S. Arsa, Grafika Jati, Agung Santoso, Rafli Filano +2 more
201710 citations Open access
Semantic Scholar
Spectral domain cross correlation function and generalized Learning Vector Quantization for recognizing and classifying Indonesian Sign Language
Erdefi Rakun, M. F. Rachmadi, Andros, Ken Danniswara
2012International Conference on Advanced Computer Science and Information System10 citations
Semantic Scholar
A new family of instance-level loss functions for improving instance-level segmentation and detection of white matter hyperintensities in routine clinical brain MRI
M. F. Rachmadi, Michal Byra, Henrik Skibbe
2024Comput. Biol. Medicine9 citations Open access
Semantic Scholar
Few-shot medical image classification with simple shape and texture text descriptors using vision-language models
Michal Byra, M. F. Rachmadi, Henrik Skibbe
2023arXiv.org8 citations Open access
Semantic Scholar
Automatic Irregular Texture Detection in Brain MRI Without Human Supervision
M. F. Rachmadi, Maria del C. Valdés-Hernández, T. Komura
2018International Conference on Medical Image Computing and Computer-Assisted Intervention8 citations Open access
Semantic Scholar
Optimization of Stacked Unsupervised Extreme Learning Machine to improve classifier performance
D. M. S. Arsa, M. A. Ma'sum, M. F. Rachmadi, W. Jatmiko
2017International Workshop on Big Data and Information Security8 citations
Semantic Scholar
Character recognition system for pegon typed manuscript
Y. Ruldeviyani, H. Suhartanto, Beltsazar Anugrah Sotardodo, M. Fahreza +2 more
2024Heliyon7 citations Open access
Semantic Scholar
Prediction of white matter hyperintensities evolution one-year post-stroke from a single-point brain MRI and stroke lesions information
M. F. Rachmadi, Maria del C. Valdés-Hernández, Stephen D. J. Makin, J. Wardlaw +1 more
2023bioRxiv7 citations Open access
Semantic Scholar
Voxel-based irregularity age map (IAM) for brain's white matter hyperintensities in MRI
M. F. Rachmadi, Maria del C. Valdés-Hernández, T. Komura
2017International Conference on Advanced Computer Science and Information System7 citations Open access
Semantic Scholar
Fuzzy learning vector quantization particle swarm optimization (FLVQ-PSO) and fuzzy neuro generalized learning vector quantization (FN-GLVQ) for automatic early detection system of heart diseases based on real-time electrocardiogram
M. F. Rachmadi, M. A. Ma'sum, I. Setiawan, W. Jatmiko
2012Annual Conference of the Society of Instrument and Control Engineers of Japan7 citations
Semantic Scholar
Convolutional Autoencoder With Sequential and Channel Attention for Robust ECG Signal Denoising With Edge Device Implementation
Alif Wicaksana Ramadhan, Syifa Kushirayati, Salsabila Aurellia, Mgs. M. Luthfi Ramadhan +6 more
2025IEEE Access6 citations Open access
Semantic Scholar
Improving Principal Component Analysis Performance for Reducing Spectral Dimension in Hyperspectral Image Classification
D. M. S. Arsa, H. Sanabila, M. F. Rachmadi, A. Gamal +1 more
2018International Workshop on Big Data and Information Security6 citations
Semantic Scholar
Medical Image Understanding and Analysis (MIUA 2017)
M. F. Rachmadi, T. Komura, Maria del C. Valdés-Hernández, M. Agan
20176 citations
Semantic Scholar
PERFORMANCE COMPARISON OF USART COMMUNICATION BETWEEN REAL TIME OPERATING SYSTEM (RTOS) AND NATIVE INTERRUPT
Novian Habibie, M. Alhamidi, Dwi M. J. Purnomo, M. F. Rachmadi
20166 citations Open access
Semantic Scholar
Classification of Stroke and Non-Stroke Patients from Human Body Movements using Smartphone Videos and Deep Neural Networks
Zafira Binta Feliandra, S. Khadijah, M. F. Rachmadi, D. Chahyati
2022International Conference on Advanced Computer Science and Information System5 citations
Semantic Scholar
Evaluation of Four Supervised Learning Schemes in White Matter Hyperintensities Segmentation in Absence or Mild Presence of Vascular Pathology
M. F. Rachmadi, Maria del C. Valdés-Hernández, M. Agan, T. Komura
2017Annual Conference on Medical Image Understanding and Analysis5 citations Open access
Semantic Scholar
BEAGLEBOARD EMBEDDED SYSTEM FOR ADAPTIVE TRAFFIC LIGHT CONTROL SYSTEM WITH CAMERA SENSOR
M. F. Rachmadi, F. A. Afif, M. A. Ma'sum, M. Fajar +1 more
2012Jurnal Ilmu Komputer dan Informasi5 citations Open access
Semantic Scholar
Mamba-Based Deep Learning Methods in Medical Image Analysis: A Systematic Literature Review
Yogiek Indra Kurniawan, M. F. Rachmadi, Alif Wicaksana Ramadhan, W. Jatmiko
2025IEEE Access4 citations Open access
Semantic Scholar
Connectional architecture of the prefrontal cortex in the marmoset brain
A. Watakabe, Henrik Skibbe, Ken Nakae, Hiroshi Abe +11 more
20224 citations
Semantic Scholar
The Brain/MINDS Marmoset Connectivity Atlas: exploring bidirectional tracing and tractography in the same stereotaxic space
Henrik Skibbe, M. F. Rachmadi, Ken Nakae, Carlos Enrique Gutierrez +11 more
2022bioRxiv4 citations Open access
Semantic Scholar
Robustness of Probabilistic U-Net for Automated Segmentation of White Matter Hyperintensities in Different Datasets of Brain MRI
Rizal Maulana, M. F. Rachmadi, Laksmita Rahadianti
2021International Conference on Advanced Computer Science and Information System4 citations
Semantic Scholar
2-Dimensional Homogeneous Distributed Ensemble Feature Selection
M. Alhamidi, D. M. S. Arsa, M. F. Rachmadi, W. Jatmiko
2018International Conference on Advanced Computer Science and Information System4 citations
Semantic Scholar
Vehicle traffic monitoring using single camera and embedded systems
Rindra Wiska, M. Alhamidi, Novian Habibie, Ari Wibisono +4 more
2016International Conference on Advanced Computer Science and Information System4 citations
Semantic Scholar
Time-Distributed Vision Transformer Stacked With Transformer for Heart Failure Detection Based on Echocardiography Video
Mgs M. Luthfi Ramadhan, Adyatma W. A. Nugraha Yudha, M. F. Rachmadi, Kevin Moses Hanky Tandayu +2 more
2024IEEE Access3 citations Open access
Semantic Scholar
Modified MultiResUNet for Left Ventricle Segmentation from Echocardiographic Images
Fityan Azizi, Akbar Fathur Sani, Rinto Priambodo, Wisma Chaerul Karunianto +3 more
2022International Workshop on Big Data and Information Security2 citations
Semantic Scholar
Development of Adaptive Fuzzy-Neuro Generalized Learning-Vector Quantization Using PI Membership Function (AFNGLVQ-PI)
W. Jatmiko, Andry Sunandar, M. S. Alvissalim, M. I. Tawakal +4 more
2021IEEE Access2 citations Open access
Semantic Scholar
Automatic Arrhythmia Beat Detection: Algorithm, System, and Implementation
W. Jatmiko, I. Setiawan, M. Akbar, M. Suryana +2 more
20162 citations Open access
Semantic Scholar
SIMULATION OF LANDMARK APPROACH FOR WALL FOLLOWING ALGORITHM ON FIRE-FIGHTING ROBOT USING V-REP
S. C. Purbarani, Qurrotin Aâ€™yunina, Muhammad Anwar Maâ€™sum, M. F. Rachmadi
20152 citations Open access
Semantic Scholar
Astronomical Image Denoising Using AttentionGAN
Faishal Z. Naufal, M. F. Rachmadi, Adila Alfa Krisnadhi
2025Syntax literate : jurnal ilmiah Indonesia1 citations Open access
Semantic Scholar
MiniVess: A dataset of rodent cerebrovasculature from in vivo multiphoton fluorescence microscopy imaging
Charissa Poon, Petteri Teikari, M. F. Rachmadi, Henrik Skibbe +1 more
2022bioRxiv1 citations Open access
Semantic Scholar
Probabilistic Deep Learning with Adversarial Training and Volume Interval Estimation - Better Ways to Perform and Evaluate Predictive Models for White Matter Hyperintensities Evolution
M. F. Rachmadi, Maria del C. Valdés-Hernández, Rizal Maulana, J. Wardlaw +2 more
2021PRIME@MICCAI1 citations Open access
Semantic Scholar

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