Shoffan Saifullah

26 papers B 3Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advanced brain tumor segmentation using DeepLabV3Plus with Xception encoder on a multi-class MR image dataset.
Multim. Tools Appl.
Shoffan Saifullah, Rafal Drezewski, Anton Yudhana
2025 J jnl
Automatic Brain Tumor Segmentation: Advancing U-Net With ResNet50 Encoder for Precise Medical Image Analysis.
IEEE Access
Shoffan Saifullah, Rafal Drezewski, Anton Yudhana, Andiko Putro Suryotomo
2025 J jnl
Bio-Inspired Metaheuristics in Deep Learning for Brain Tumor Segmentation: A Decade of Advances and Future Directions.
Inf.
Shoffan Saifullah, Rafal Drezewski, Anton Yudhana, Wahyu Caesarendra, Nurul Huda
2025 J jnl
GA-UNet: Genetic Algorithm-Optimized Lightweight U-Net Architecture for Multi-Sequence Brain Tumor MRI Segmentation.
IEEE Access
Shoffan Saifullah, Rafal Drezewski
2025 J jnl
Modified U-Net with attention gate for enhanced automated brain tumor segmentation.
Neural Comput. Appl.
Shoffan Saifullah, Rafal Drezewski, Anton Yudhana, Maciej Wielgosz, Wahyu Caesarendra
2025 — conf
Optimizing U-Net Architecture Using Differential Evolution for Brain Tumor Segmentation.
ICCS (4)
Shoffan Saifullah, Rafal Drezewski
2025 J jnl
PSO-UNet: Particle Swarm-Optimized U-Net Framework for Precise Multimodal Brain Tumor Segmentation.
CoRR
Shoffan Saifullah, Rafal Drezewski
2025 — conf
Particle Swarm-Optimized U-Net Framework for Precise Multimodal Brain Tumor Segmentation.
GECCO Companion
Shoffan Saifullah, Rafal Drezewski
2025 J jnl
ViT-CB: Integrating hybrid Vision Transformer and CatBoost to enhanced brain tumor detection with SHAP.
Biomed. Signal Process. Control.
Radius Tanone, Li-Hua Li, Shoffan Saifullah
2024 — conf
Automatic Brain Tumor Segmentation Using Convolutional Neural Networks: U-Net Framework with PSO-Tuned Hyperparameters.
PPSN (3)
Shoffan Saifullah, Rafal Drezewski
2024 — conf
Brain Tumor Segmentation Using Ensemble CNN-Transfer Learning Models: DeepLabV3plus and ResNet50 Approach.
ICCS (4)
Shoffan Saifullah, Rafal Drezewski
2024 J jnl
Comparative Analysis of Image Enhancement Techniques for Brain Tumor Segmentation: Contrast, Histogram, and Hybrid Approaches.
CoRR
Shoffan Saifullah, Andri Pranolo, Rafal Drezewski
2024 — conf
Enhancing Breast Cancer Diagnosis: A CNN-Based Approach for Medical Image Segmentation and Classification.
ICCS (4)
Shoffan Saifullah, Rafal Drezewski
2024 — conf
Improved Brain Tumor Segmentation Using Modified U-Net based on Particle Swarm Optimization Image Enhancement.
GECCO Companion
Shoffan Saifullah, Rafal Drezewski
2023 B conf
Modified Histogram Equalization for Improved CNN Medical Image Segmentation.
KES
Shoffan Saifullah, Rafal Drezewski
2023 J jnl
Nondestructive chicken egg fertility detection using CNN-transfer learning algorithms.
CoRR
Shoffan Saifullah, Rafal Drezewski, Anton Yudhana, Andri Pranolo, Wilis Kaswijanti, Andiko Putro Suryotomo, Seno Aji Putra, Alin Khaliduzzaman, Anton Satria Prabuwono, Nathalie Japkowicz
2023 B conf
Palm Oil Maturity Classification Using K-Nearest Neighbors Based on RGB and L*a*b Color Extraction.
KES
Shoffan Saifullah, Dessyanto Boedi Prasetyo, Indahyani, Rafal Drezewski, Felix Andika Dwiyanto
2023 J jnl
Performance Optimization of GraphQL API Through Advanced Object Deduplication Techniques: A Comprehensive Study.
J. Comput. Sci. Eng.
Budi Santosa, Awang Hendrianto Pratomo, Midi Wardana Riski, Shoffan Saifullah, Novrido Charibaldi
2023 — conf
Sentiment Analysis Using Machine Learning Approach Based on Feature Extraction for Anxiety Detection.
ICCS (2)
Shoffan Saifullah, Rafal Drezewski, Felix Andika Dwiyanto, Agus Sasmito Aribowo, Yuli Fauziah
2022 J jnl
Identification of chicken egg fertility using SVM classifier based on first-order statistical feature extraction.
CoRR
Shoffan Saifullah, Andiko Putro Suryotomo
2022 B conf
Non-Destructive Egg Fertility Detection in Incubation Using SVM Classifier Based on GLCM Parameters.
KES
Shoffan Saifullah, Rafal Drezewski
2022 J jnl
Tourism's trend Ranking on Social Media Data Using Fuzzy-AHP vs. AHP.
CoRR
Shoffan Saifullah
2021 J jnl
Comparison of Machine Learning for Sentiment Analysis in Detecting Anxiety Based on Social Media Data.
CoRR
Shoffan Saifullah, Yuli Fauziah, Agus Sasmito Aribowo
2021 J jnl
Fuzzy-AHP approach using Normalized Decision Matrix on Tourism Trend Ranking based-on Social Media.
CoRR
Shoffan Saifullah
2021 J jnl
K-means Segmentation Based-on Lab Color Space for Embryo Egg Detection.
CoRR
Shoffan Saifullah
2021 J jnl
Segmentasi Citra Menggunakan Metode Watershed Transform Berdasarkan Image Enhancement Dalam Mendeteksi Embrio Telur.
CoRR
Shoffan Saifullah