Lavdie Rada

Computer Science · Physical Sciences

10h-index746citations56works0.32yr avg
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Research Topics

Medical Image Segmentation Techniques(28), Cell Image Analysis Techniques(9), Image Processing Techniques and Applications(9), Image and Signal Denoising Methods(8), Image and Object Detection Techniques(8)

Publications56 total

Multinational sign language recognition framework for inclusive multimedia communication
PeerJ Computer Science·2026Open Access
FreezeResNet: A Novel Deep Learning Model for Rapid and Accurate Classification of Intracranial Hemorrhage Subtypes
Lecture notes in networks and systems·2025
Chagas Parasite Semi-Supervised Classification in Blood Sample Images Using Different Deep Learning
2025
From Detection to Motion-Based Classification: A Two-Stage Approach for T. cruzi Identification in Video Sequences
Journal of Imaging·2025Open Access
A Deep-Learning Approach for Diagnosing and Grading Ankylosing Spondylitis Sacroiliitis by X-Ray Images
Lecture notes in computer science·2025
Multikernel embedded fusion UNet (MKEF-UNet): a robust deep learning approach for accurate segmentation of Chagas parasites
TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES·2025Open Access
High-resolution leaf disease classification using deep learning advancing agricultural technology through innovative approaches
2025
Toward Automatic Streetside Building Identification With an Integrated YOLO Model for Building Detection and a Vision Transformer for Identification
IEEE Access·2025· 2 citedOpen Access
THE TWO PHASE GENERALIZED MEAN MODEL BASED ON FUZZY LEVEL SET FOR ROBUST IMAGE SEGMENTATION
Journal of Defence Science Engineering & Technology·2024Open Access
Generalized Mean-Based Joint Segmentation and Registration Model on High-Noise Multi-Modal Images
Journal of Advanced Research in Applied Sciences and Engineering Technology·2024Open Access
New improved model for joint segmentation and registration of multi-modality images: application to medical images
Journal of Intelligent & Fuzzy Systems·2024
Image Processing and Machine Learning Techniques for Chagas Disease Detection and Identification
Lecture notes in computer science·2024· 2 citedOpen Access
Joint segmentation and deformable registration with the presence of the noise using active contour and linear curvature
AIP conference proceedings·2024
Chagas parasite classification in blood sample images using different machine learning architectures
Medical & Biological Engineering & Computing·2023· 1 cited
Automated comet assay segmentation using combined dot enhancement filters and extended-maxima transform watershed segmentation
Frontiers in Life Sciences and Related Technologies·2023Open Access
Insult Detection in the Turkish Language Through Different Machine Learning Algorithms
2023· 1 cited
JOINT SEGMENTATION AND REGISTRATION VIA VARIATIONAL FORMULATION FOR 2D MONO-MODAL IMAGES
Journal of Defence Science Engineering & Technology·2023Open Access
A convex selective segmentation model based on a piece-wise constant metric-guided edge detector function
Soft Computing·2023
A Convex Selective Segmentation Model based on a Piece-wise Constant Metric Guided Edge Detector Function
Research Square (Research Square)·2022· 1 citedOpen Access
Deep Learning-based Vector Mosquitoes Classification for Preventing Infectious Diseases Transmission
Image Analysis & Stereology·2022· 2 citedOpen Access
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Frequent Co-authors

Ke Chen(12), Haider Ali(10), Ertunç Erdil(7), Ali Özgür Argunşah(7), Devrim Ünay(7), Müjdat Çetin(7), Mazlinda Ibrahim(6), Noor Badshah(5), Muhammad Zakarya(5), Aftab Ahmed(5), Carlos Brito‐Loeza(5), Adela Ademaj(4), Preet Kumar(4), Muhammad Abdel Haleem(3), Bike Kılıç(3), Behzad Ghanbari(3), Muhammad Shahkar Khan(3), Ayaz Ali Khan(3), Tolga Taşdizen(2), Ayaz Ali Khan(2)