Doctor with profound expertise in advanced digital image processing, computer vision, and machine learning

Her expertise spans from fundamental image processing, such as denoising, to specific applications in two primary domains: remote sensing and biomedical imaging. In the field of remote sensing, her portfolio includes the analysis of hyperspectral imaging and SAR data. Crucially, she has a record of close research collaboration, as evidenced by joint publications on core topics such as flood mapping and burn area identification using SAR data. The combination of her expertise in image processing algorithms and her experience in remote sensing data analysis serves as a technical driving force in the development of innovative methodologies within the fields of image processing and remote sensing.

Recent Research Contributions

A dataset of hemoglobin blood value and photoplethysmography signal for machine learning-based non-invasive hemoglobin measurement

Hybrid Vision Transformer and Convolutional Neural Network for Multi-Class and Multi-Label Classification of Tuberculosis Anomalies on Chest X-Ray

Local spectral component decomposition for multi-channel image denoising

Monitoring the Distribution of Mangrove Area using Synthetic Aperture Radar (SAR) and Optic Remote Sensing Data Fusion based on Deep Learning in Kotabaru Regency, Indonesia

CNN-Random Forest Hybrid Method for Phenology-Based Paddy Rice Mapping Using Sentinel-2 and Landsat-8 Satellite Images

Low-cost electrochemical biosensor based on a multi-walled carbon nanotube-doped molecularly imprinted polymer for uric acid detection

Three-Dimensional Convolutional Neural Network on Multi-Temporal Synthetic Aperture Radar Images for Urban Flood Potential Mapping in Jakarta

Assessing Burned Area Detection in Indonesia Using the Stacking Ensemble Neural Network (SENN): A Comparative Analysis of C- and L-Band Performance

White Matter Microstructure Differences Between Congenital and Acquired Hearing Loss Patients Using Diffusion Tensor Imaging (DTI) and Machine Learning