Erina Ghosh Email & Phone Number | Group leader managing team of data scientists creating portfolio of machine learning algorithms for clinical decision support. Collaborate with different teams- integration, product marketing, regulatory, As a data scientist developed several machine learning based algorithms to predict patient deterioration, kidney injury risk, infection risk leveraging large EHR datasets. Lead innovation projects to support clinical consulting service business. Managed clinical study to demonstrate value of predictive tools integrated with clinical workflow. Experience in development, standardized implementation and validation of predictive algorithms on large clinical datasets using state- of- art big data tools such as Spark. Proficient in healthcare data anonymization, extraction and transformation for creation of predictive clinical analytics tools. Collaborated with designers to develop clinical dashboard for effective visualization of multimodal clinical data. Ph.D. in Biomedical Engineering specializing in quantitative modeling of cardiac filling physiology. Expertise in echocardiography and MRI data acquisition and analysis. Proficient in developing MATLAB based software applications for clinical image quantification. 5 years of experience in data acquisition in cardiac catheterization lab. Responsible for designing and leading clinical imaging studies. Primary author on multiple papers in top ranked journals and experience in grant writing. Dynamic business consultant to technology startups. Adept at understanding unmet market opportunities and developing and evaluating business strategy. Specialties: Data mining, Machine Learning, Data visualization, Clinical trial design, Echocardiography, MRI, Mathematical modeling, Cardiac fluid mechanics, Medical Image processing, Data Processing,

Erina Ghosh

Group leader managing team of data scientists creating portfolio of machine learning algorithms for...
Cambridge, Massachusetts, United States

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Erina Ghosh’s Email erina.ghosh@philips.com

Erina Ghosh’s Phone Numbers +1 800-257-****

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Erina Ghosh’s Location Cambridge, Massachusetts, United States

Erina Ghosh’s Current Industry Philips

Erina Ghosh’s Prior Industry The Balsa | Washington University In St Louis | Indian Institute Of Technology Kharagpur | Life Technologies

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Work Experience

Philips

Group Lead

2022-02-01 00:00:00 - Present

The Balsa

Consultant

2011-08-01 00:00:00 - 2014-03-01 00:00:00

Washington University In St Louis

Graduate Student

2008-08-01 00:00:00 - 2014-03-01 00:00:00

Indian Institute Of Technology Kharagpur

Undergraduate Student

2003-07-01 00:00:00 - 2008-05-01 00:00:00

Life Technologies

Summer Intern (Then Invitrogen)

2006-05-01 00:00:00 - 2006-07-01 00:00:00

Skills

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Languages

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FAQ About Erina Ghosh

Erina Ghosh is located at
Cambridge, Massachusetts, United States

Erina Ghosh is a Group leader managing team of data scientists creating portfolio of machine learning algorithms for clinical decision support. Collaborate with different teams- integration, product marketing, regulatory, As a data scientist developed several machine learning based algorithms to predict patient deterioration, kidney injury risk, infection risk leveraging large EHR datasets. Lead innovation projects to support clinical consulting service business. Managed clinical study to demonstrate value of predictive tools integrated with clinical workflow. Experience in development, standardized implementation and validation of predictive algorithms on large clinical datasets using state- of- art big data tools such as Spark. Proficient in healthcare data anonymization, extraction and transformation for creation of predictive clinical analytics tools. Collaborated with designers to develop clinical dashboard for effective visualization of multimodal clinical data. Ph.D. in Biomedical Engineering specializing in quantitative modeling of cardiac filling physiology. Expertise in echocardiography and MRI data acquisition and analysis. Proficient in developing MATLAB based software applications for clinical image quantification. 5 years of experience in data acquisition in cardiac catheterization lab. Responsible for designing and leading clinical imaging studies. Primary author on multiple papers in top ranked journals and experience in grant writing. Dynamic business consultant to technology startups. Adept at understanding unmet market opportunities and developing and evaluating business strategy. Specialties: Data mining, Machine Learning, Data visualization, Clinical trial design, Echocardiography, MRI, Mathematical modeling, Cardiac fluid mechanics, Medical Image processing, Data Processing,

Erina Ghosh currently works in the Philips |

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Erina Ghosh has prior
experience in the following industries:
The Balsa | Washington University In St Louis | Indian Institute Of Technology Kharagpur | Life Technologies

Erina Ghosh has the following professional experience:
Philips | The Balsa | Washington University In St Louis | Indian Institute Of Technology Kharagpur | Life Technologies