Biomedical imaging, signal processing, and applied machine learning.
Building deep learning pipelines and visualization tools for medical datasets.
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NIH-ChestX-ray14-Thoracic-Radiograph-Analysis-with-Dashboard-Visualizer
NIH-ChestX-ray14-Thoracic-Radiograph-Analysis-with-Dashboard-Visualizer PublicReproducible deep learning pipeline for multi-label thoracic disease detection using the NIH ChestX-ray14 dataset. Evaluates ResNet and DenseNet CNN architectures with patient-level splits, clinica…
Python
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ECG-Signal-Processing-and-Arrhythmia-Review-Dashboard
ECG-Signal-Processing-and-Arrhythmia-Review-Dashboard PublicEnd-to-end ECG signal processing and arrhythmia analysis pipeline with an interactive dashboard for visualizing raw signals, preprocessing steps, detected cardiac events, extracted features, and mo…
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