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Insights

A collection of our team's thoughts on data science, machine learning, predictive models, AI, and optimization.
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Blood sample vials in yellow tray
Case Study 2 MIN

Cancer Diagnosis from Blood Samples

Designing an AI capable model to analyze data from Matrix-assisted laser desorption/ionization (MALDI) and custom LC-MS/MS systems to determine whether patient samples tested positive for certain types of lung cancer.

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Podcast MIN

The Future of AI and Defense Analyst Workflows

Today’s guest is the great and brilliant Dr. Michael Segala, CEO and co-founder of SFL Scientific, a Boston-based Data Science and AI consultancy. Dr. Segala earned his Ph.D. in Physics from Brown University and co-founded SFL Scientific in 2015. Since then, his firm has grown to 30+ employees, was chosen as Nvidia’s Service Delivery Partner […]
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Podcast MIN

Commercial ML Opportunities Lie Everywhere

Michael runs SFL Scientific, a data science consulting organization that he defines as having all the fun of working on projects for other companies looking to solve challenges. The group has been the Nvidia Partner of the Year, a huge distinction for the work SFL does. Their goal is to solve issues in a novel […]
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White Papers 7 MIN

Predicting Multiple Sclerosis Transition with Machine Learning

Developing data analysis pipelines for diagnostic & prognostic applications.
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Case Study 2 MIN

Customer Market Segmentation

Segmenting key customer markets to better understand its customers to guide decision making and ultimately drive sales.
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Case Study MIN

Identifying Sleep Apnea with Mobile Devices

Business Challenge Many new companies start out with a clever idea on how to gather and use data but lack the knowledge base to analyze it themselves. The ability of these companies to succeed at their stated goals depends on how well they use their data. Effective algorithms for handling this data allow companies to provide […]
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Case Study 2 MIN

Predicting Sales & Inventory On New Products

Predicting sales and sell-out events for mens’ and womens’ new products 12-months in advance using historical sales data and product metadata.
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White Papers MIN

Disease Prediction with 3D CT Scans

Developing deep learning tools for medical image classification For many organizations, leveraging Artificial Intelligence’s full capability and effectiveness begins by exploring and creating an effective roadmap. As AI can itself create new offerings, products, and services, here we consider deploying machine learning and other tools on medical image data to systematically improve diagnostic tools. Health […]
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Case Study 2 MIN

Preventive Maintenance Optimization

Analyzing both device component service calls and records and examine device utilization logs events to model optimal maintenance schedule thresholds relative to acceptable downtime, costs, and scheduling.
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Case Study 2 MIN

Feature-Based Satellite Image Automation

Proving the technical feasibility of the deep-learning based system to accurately and quickly find key features quicker than a trained human with high accuracy.
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Case Study 2 MIN

Cancer Diagnosis from Blood Samples

Designing an AI capable model to analyze data from Matrix-assisted laser desorption/ionization (MALDI) and custom LC-MS/MS systems to determine whether patient samples tested positive for certain types of lung cancer.
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