Healthcare
Author : Bismillah Kani Submitted on : 5 Sep 2020 Abstract – In this paper, we propose a COVID-19 Chest X-Ray Analyzer tool that uses deep learning for diagnostics of primarily COVID-19 disease. The tool is designed to be a supportive tool for radiologists and healthcare professionals who are overburdened by the increasing number of […]
Public healthcare is being discussed today, more than ever ! With the COVID pandemic, we have encountered for the first time a disease that affects everyone, irrespective of their age, gender, socioeconomic status or lifestyle. Consequently, a public health problem i.e., COVID is now the highest priority for everyone, not just healthcare and healthcare related […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #WhereLearningNeverStops Recently, our AI Lab Researcher Gouthaman Asokan presented an excellent session on Giant Graphs, wherein we use specialized Graph Neural Networks to process and mine massive graphs – such as social networks or paper citation graphs. Examples of Real Life Giant Graphs Giant graphs has usually millions or billions of nodes […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars Recently, our AI Lab Researcher Gouthaman Asokan presented an amazing session on Generative Models for Graphs. This is part of our webinar series on Graphs and Graph Neural Networks. Graph is a nonlinear data structure consisting of nodes and edges. Widely used in applications like Physical system interactions, Knowledge graphs, Molecular interactions, Transportation […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars Recently, we conducted our first Product Showcase for our new world-class Healthcare AI application platform. Given the times, COVID-19 detection is our top focus in terms of product development, but we also have other exciting healthcare AI applications being developed related to brain, eye and cancer issues. The following demos were presented […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #WhereLearningNeverStops Recently, our AI Lab Researcher Bismillah Kani presented a superb session on Grad-CAM, which is used to detect “why they predict what they predict“. In other words, it explains the AI algorithms, specifically, it explains the results of vision applications. Introduction :- Deep Learning in Computer Vision has achieved breakthrough performance […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #WhereLearningNeverStops Recently, our AI Researcher Gouthaman Asokan presented a superb session on introduction to Graph Neural Networks (GNNs). Structured vs Unstructured Data :- Images and text are structured data. Convolutional Networks, Recurrent Neural Networks, Autoencoders work well on the structured data as they can be converted to the matrix or vector like format. […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #AlwaysUpskilling Last Saturday (4th Apr ’20), CellStrat AI Lab conducted a Global Code Jam for AI/ML solutions for the current COVID-19 pandemic, which has brought a great deal of issues in the world. With the Code Jam, we tried to solve some of the COVID-19 problems with help of AI / ML […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars Last Saturday (2nd Nov ’19) we had amazing AI presentations at our AI Lab meetup. At our Bellandur (BLR) location, Amit Kumar presented an intuitive session on Image Classification with CNNs. He explained the core architecture of CNNs, including Kernel filter, activation function and pooling. Then he demonstrated the MNIST digit classification […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars Last Saturday saw some amazing sessions on advanced AI at the CellStrat AI Lab meetup. Diabetes prediction with Machine Learning :- First came a superb presentation by Dr Purnendu Das on diabetes prediction using ML. Dr Das started by discussing the data sources for healthcare and clinical data analysis. He covered the […]