Ravi Teja KandimallaLeft and Right Ventricle Segmentation from Cardiac MRI and Exploring Ejection FractionThis article describes a Master’s program project aimed at developing a reliable method for segmenting the left and right ventricles in…May 1, 20231May 1, 20231
Ravi Teja KandimallaIf your Unet model not segmenting well, then try these…Overview of Unet architectMar 24, 2023Mar 24, 2023
Ravi Teja KandimallaVariational Autoencoder vs PCA(PyTorch)In this article, we will see two types of dimensionality reduction for tabular data: PCA and Autoencoders. And we will use PyTorch and will…Mar 14, 2023Mar 14, 2023
Ravi Teja KandimallaCardiac MRI Publicly Available DatasetsThe reason I am writing this blog is that many of us difficult to find medical datasets, especially Cardiac MRI. So this blog will help you…Mar 10, 2023Mar 10, 2023
Ravi Teja KandimallaScikit-learn pipelineBefore we dive in, first, let’s understand why pipelines are needed for model workflows. To deploy a model, it needs a sequence of tasks…Feb 24, 2023Feb 24, 2023
Ravi Teja Kandimalla20 Pandas functions important for Data analysisPandas stand for “Python Data Analysis Library ”. It is an open-source Python package that is most widely used for data science/data…Feb 15, 2023Feb 15, 2023
Ravi Teja KandimallaNLP: Word Segmentation, Maximal Matching-1This is the way to avoid matching the shortest word is to find the longest sequence of characters in the dictionary instead. This approach…Jan 22, 2023Jan 22, 2023
Ravi Teja KandimallaHow to measure a Model!!!In this article, we will discuss the various ways to check the performance of our machine-learning or deep-learning models...Nov 25, 2022Nov 25, 2022
Ravi Teja KandimallaAdversarial Variational Autoencoders (aVAEs).Semi-supervised learning is sought for leveraging unlabelled data when labeled data is difficult or expensive to acquire. Deep generative…Oct 29, 2022Oct 29, 2022