Munshi Imran Hossain

Munshi Imran Hossain is a Software Affiliate at Cytel and currently works as a data scientist for strategic consulting assignments. He has 5 years of experience working in the areas of software development and data science. He holds an M. Tech in Biomedical Engineering, from IIT Bombay. His interests include processing and analysis of biomedical data. Outside of work, he enjoys reading.

Recent Posts

Addressing the Problem of Feature Selection Using Genetic Algorithms

Posted by Munshi Imran Hossain

Jan 15, 2018 8:12:00 AM

The problem of feature selection

The explosion in the availability of big data has made complex prediction models a conspicuous reality of our times. Whether in banking, financial services and insurance, telecoms, manufacturing or healthcare, predictive models are increasingly used to derive inference from data.

Most of these models use a set of input variables, called features, to predict...

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Topics: data science, genetic algorithm, big data


Removing 'Noise' from Biomedical Signals

Posted by Munshi Imran Hossain

Sep 7, 2017 7:00:24 AM

By Munshi Imran Hossain, Software Affiliate at Cytel

Biomedical signals are electrical signals collected from the body. Some of the most common ones are the electrocardiogram (ECG) and the electroencephalogram (EEG). These signals are of great value because they can be used for diagnostic purposes. Importantly, most of them can be collected using non-invasive methods. These attributes,...

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Topics: data science, signal processing, biomedical signals, Fourier


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