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AI_in_Biomedical_Data
AI_in_Biomedical_Data PublicThis educational repository focuses on working with three types of medical data: tabular data, ECG and EEG signals. It provides implementations of machine learning and deep learning models for proc…
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Pneumonia_Classifier_Using_Chest_XRay
Pneumonia_Classifier_Using_Chest_XRay PublicIn this notebook, we perform a binary classification on chest X-ray images to determine whether a person has healthy lungs or is diagnosed with pneumonia. For this classification, we used a custom …
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CGAN_MNIST_Pytorch
CGAN_MNIST_Pytorch PublicThis code implements an example of a CGAN deep learning model using PyTorch. The architecture used for the generator and discriminator is MLP (multi layer perceptron) network. This model is trained…
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Object_Detection_with_Pretrained_models
Object_Detection_with_Pretrained_models PublicIn this notebook, we want to recognize the objects in the image using pre-trained models. The used models are fasterRCNN, RetinaNet, SSD and FCOS. The code is programmed in Python language and uses…
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