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sarmad-m's Projects

aptos2019blindnessdetection icon aptos2019blindnessdetection

:3rd_place_medal: (Bronze medal - 163rd place - Top 6%) Repository for the "APTOS 2019 Blindness Detection" Kaggle competition.

attnsleep icon attnsleep

The code for TNSRE work: "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

automatic_sleep_scoring icon automatic_sleep_scoring

The goal is to create an automatic (preferably online) scoring of sleep stage scoring using raw EEG signals

bseresu-net icon bseresu-net

Tensorflow implementation of BSEResU-Net: An attention-based before-activation residual U-Net for retinal vessel segmentation

covid-19-detection-from-chest-xray icon covid-19-detection-from-chest-xray

A web app to predict whether a person has COVID-19 from their Chest X-Ray (CXR) scan by image classification using Transfer Learning with the pre-trained models VGG-16 and DenseNet201 with ImageNet weights.

covidnet icon covidnet

COVIDNet is a project that intends to predict COVID-19 infection status solely by vocal audio recordings.

deep-attention-network-for-brats20 icon deep-attention-network-for-brats20

Deep Supervised Attention Networks for Pixel-wise Brain Tumor Segmentation. Affiliated with Data and Knowledge Engineering Group, Faculty of Computer Science, OVGU Magdeburg, Germany.

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