Projects

Updated 6 months ago

yeast-in-microstructures-dataset • Rank 3.7 • Science 54%

Official and maintained implementation of the dataset paper "An Instance Segmentation Dataset of Yeast Cells in Microstructures" [EMBC 2023].

cell-segmentation dataset deep-learning embc evaluation evaluation-framework evaluation-metrics instance-segmentation medical-imaging panoptic-segmentation segmentation yeast-dataset

Updated 6 months ago

signal2image-modules-in-deep-neural-networks-for-eeg-classification • Science 41%

arxiv deep-neural-networks eeg-classification embc paper pytorch signal2image

Updated 6 months ago

ecg_classification • Science 49%

Official and maintained implementation of the paper "Exploring Novel Algorithms for Atrial Fibrillation Detection by Driving Graduate Level Education in Medical Machine Learning" (ECG-DualNet) [Physiological Measurement 2022, EMBC 2023].

classification convolutional-neural-networks deep-learning ecg-classification ecg-data ecg-signal embc machine-learning pattern-recognition pytorch signal-processing transformer

ecosyste.ms

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Open Source Science

yeast-in-microstructures-dataset • Rank 3.7 • Science 54%

signal2image-modules-in-deep-neural-networks-for-eeg-classification • Science 41%

ecg_classification • Science 49%