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…14 min read·May 1, 2023--1--1
Ravi Teja KandimallaIf your Unet model not segmenting well, then try these…Overview of Unet architect3 min read·Mar 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…5 min read·Mar 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…2 min read·Mar 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…2 min read·Feb 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…5 min read·Feb 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…2 min read·Jan 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...2 min read·Nov 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…2 min read·Oct 29, 2022----
