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Author

Suryanti Awang

3 papers indexed here

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Conference Sep 2026

Fuzzy Generative Learning with FCM-Based Segmentation for Brain Tumour MRI Classification

Brain tumour analysis from magnetic resonance imaging (MRI) remains challenging because tumour classes exhibit heterogeneous intensities, overlapping morphology, and uncertain tissue boundaries. This paper presents a fuzzy generative learning framework that integrates Fuzzy C-Means (FCM), a Generative Adversarial Netwo...

K. Khalif, A. Gegov, Noryanti Muhammad et al. · 0 citations
Conference Sep 2026

Object Recognition for Visually Impaired Pedestrian Navigation Using Lightweight Yolov8n Model

Real-time object detection and recognition based on computer vision and AI play an important role in assisting individuals with visual impairment. However, existing related tools have limitations in immediate auditory feedback to the users. Thus, this paper employed YOLOv8n model to address the limitations. The model i...

Resyalizatul Omar, Suryanti Awang, N. S. M. Nafis et al. · 0 citations
Open access Jul 2026

Consensus ensemble learning with augmented molecular representation for accelerated virtual screening of kelulut honey phytochemicals targeting histamine H1 receptor

An H1R-specific ensemble model for predicting binding affinity scores between compounds extracted from Malaysian Kelulut Honey and H1R is developed, underscoring its potential to accelerate and optimize the effectiveness of drug development across various diseases.

Wei-Feng Tan, Syajaratul Hassan, R. Edros et al. · 2 citations

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