Career Perspectives: Interview with Munshi Imran Hossain, Senior Data Scientist

Posted by Cytel

Oct 23, 2018 11:00:00 AM

Cytel data scientists apply advanced statistical techniques including predictive modeling of biological processes and drug interactions to unlock the potential of big data.

In this blog we talk to Munshi Imran, who is based in Pune, India to find out more about his career path, current role at Cytel and his interests outside of work.

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Topics: Statistical Analysis, careers, clinical research, Statistical Programming, CRO, Recruitment, Cytel Strategic Consulting, adaptive designs, Adaptive Clinical Trials, clinical trials, Regulation, big data, Trial Design Software, Software Simulations, genetic algorithm


Career Perspectives: Interview with Andrea Hita, Biomedical Data Scientist

Posted by Cytel

Jun 7, 2018 8:39:00 AM

Cytel data scientists apply advanced statistical techniques including predictive modelling of biological processes and drug interactions to unlock the potential of big data.

In this blog from our Career Perspectives series, we talk to Andrea Hita, at Data Scientist at Cytel, to find out more about her career path, her current role at Cytel and her interests outside of work.

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Topics: careers, clinical research, CRO, Recruitment, clinical trials, Trial Design, data science, adaptive designs, genetic algorithm, model-informed-drug-development, R language


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


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