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


Infographic: 5 Key Interactions of Data Management and Statistics

Posted by Cytel

Jul 27, 2018 7:53:00 AM

In this blog, we share a new infographic based on this popular blog post illustrating some of the critical interactions that need to take place between data management and statistics groups to help ensure efficiency and data quality. 

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Topics: big data, EDC, data manager, Clinical Data, database build, Clinical Research Services, Data Management, clinical trials, Statistical Analysis


What makes a good data manager?

Posted by Cytel

Jun 14, 2018 10:30:00 AM

In this blog, Paul Fardy, Executive Director of Data Management at Cytel shares his thoughts on how the data manager role has evolved. 

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Topics: clinical data management, big data, Biometrics, clinical trials, real world evidence


Infographic: Overcoming Data Management Challenges in Immuno-Oncology Trials

Posted by Cytel

Apr 25, 2018 10:13:00 AM

Data management is an essential building block for successful Immuno-Oncology (I-O) trials. At the Immuno-Oncology Clinical Trials operations meeting in New York in earlier this year,  Patti Arsenault, VP Quality Assurance at Cytel discussed with Christopher Lamplugh, AVP, Clinical Data Management, Global Data Operations at Merck, the key challenges for data management in the space, and what’s...

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Topics: big data, EDC, data manager, Clinical Data, database build, Clinical Research Services, Data Management, Oncology, clinical trials


Interview: Promoting precision medicine using data science 

Posted by Cytel

Jan 23, 2018 10:36:00 AM

 News Medical interviewed Dr. Rajat Mukherjee, Statistician, and Director of Data Science at Cytel to investigate the potential of data science in clinical development.

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Topics: data science, big data, Precision Medicine, biomedical signals, Simulation & Biomarkers


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


6 steps to timely database lock

Posted by Cytel

Jul 28, 2016 10:06:00 AM

To close a clinical database right the first time you have to begin with study start-up. Clearly, you can’t close a database if the data is not cleaned and you can’t have clean data unless you know what is most important for analysis. It’s imperative that data management works closely with the statistics group during CRF/ eCRF design to ensure data is being collected and data checks are being...

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Topics: big data, EDC, data manager, Clinical Data, database build, Clinical Research Services, Data Management


5 trends a statistical programmer needs to follow

Posted by Cytel

Jul 25, 2016 12:00:00 PM

Statistical programmers are in high demand within the biopharmaceutical industry, and within the dynamic world of clinical trials the part they play is ever evolving.  In this blog, we take a look at 5 trends which are shaping their roles in 2016 and beyond. 

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Topics: CDISC, Statistical Programming, SAS, R programming, big data


Pattern Recognition and 'Big Data'

Posted by Cytel

May 19, 2016 6:00:00 AM

The explosion in healthcare information and “big data “has been one of the most written about topics in the last few years. These big data in the form of electronic health records, diagnostic tests, genomics, proteomics, not to mention data from wearable devices and apps have the potential to transform healthcare.  That potential can only be realized though through the application of advanced...

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Topics: Bayesian Methods, Computing, Clinical Data, biostatistics, machine learning, big data, pattern recognition


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