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A collection of our team's thoughts on data science, machine learning, predictive models, AI, and optimization.
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Press Release 3 MIN

SFL Scientific Named Partner of the Year for AI Services Delivery by NVIDIA Partner Network

SFL Scientific has been selected by the NVIDIA Partner Network as the 2020 AI Services Delivery Partner of the Year for the Americas. This is the third year that SFL Scientific has been honored in this category.   Boston, MA—June 21, 2021—SFL Scientific announced today that it has been selected by the NVIDIA Partner Network […]

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Press Release 3 MIN

SFL Scientific Named Partner of the Year for AI Services Delivery by NVIDIA Partner Network

SFL Scientific has been selected by the NVIDIA Partner Network as the 2020 AI Services Delivery Partner of the Year for the Americas. This is the third year that SFL Scientific has been honored in this category.   Boston, MA—June 21, 2021—SFL Scientific announced today that it has been selected by the NVIDIA Partner Network […]
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Videos MIN

Developing State-of-the-art Computer Vision Solutions for Federal Applications

Abstract: Developing State-of-the-art Computer Vision Solutions for Federal Applications Speaker: Dr. Michael Segala, Ph.D. Originally Prepared For: NVIDIA GTC20 Reducing manual processes and automatically identifying critical features in images and videos is transforming the industry and the federal and public sectors. Utilizing state-of-the-art computer vision has become the vital backbone in examining large volumes of […]
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Articles MIN

Using AI to Identify COVID-19 Lesions in CT Scans

The high numbers of hospitalizations and the level of critical care that many COVID-19 patients require can push healthcare institutions and staff to their limits. COVID pneumonia (viral infection in the lungs), which is detected by a chest x-ray or CT scan, can predict the need for more advanced inpatient care.   A busy hospital […]
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Case Study MIN

Automated Patient Insights for Global Call Center

Working with a top 20 global pharma company, we developed a custom NLP-based social listening & medical topic modeling system for their global patient call center providing automated company-patient communication analysis. The system leverages traditional NLP techniques, deep learning, and optimized speech recognition techniques to create a State Of The Art (SOTA) platform that supports […]
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Articles MIN

Leveraging Machine Learning For Nondestructive Testing

What is non-destructive testing? Nondestructive testing is used in many industries to evaluate the properties of components without altering or causing damage to the component being tested. This includes examining its integrity or condition to see if anything might indicate deviations from normal or optimal characteristics. It is a highly valuable tool to help prevent […]
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Case Study MIN

AI-Enabled Drone/UAV System

OptoAI is an embedded AI software technology stack coupled to custom and mission-specific drone hardware. The AI-powered algorithms are developed for multi-modal applications such as defect & anomaly detection, spectral analysis, and ISR applications based on key features. OptoAI includes embedded GPU hardware, state of the art AI models, image processing SDKs, and an augmented […]
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Case Study MIN

Threat Detection in 3D CT Image Analysis

A contract awarded as part of a broader TSA automation initiative resulted in the development of next-generation security screening systems by leveraging 3D deep learning-based methods. The system is uniquely developed to detect critical threats in luggage and containers, targeting the automatic detection of assembled and disassembled items, such as grenades, explosives, guns, etc. Detection […]
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Case Study MIN

Natural Language Processing for Petabyte Scale Social Monitoring

SFL Scientific designed and implemented a state-of-the-art (SOTA) petabyte-scale monitoring platform for intelligence gathering on 1B+ documents, passages, and communication records with mixed-language capabilities for Asia-Pacific languages. Our system provides an advanced search and answers query capability, utilizing key extraction pipelines, anomaly detection, content summarization, image and text search ranking, and geotagging capabilities for event […]
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Articles MIN

Predicting Hospital Readmissions With Machine Learning

Hospital Automation: A Data-Driven Approach A major concern for modern hospitals is counting how many patients are readmitted to their hospital within 30 days after an original admission. Such an early readmission may be planned or unplanned, but the Medicare Payment Advisory Committee reported that 17.6% of U.S. hospital admissions resulted in readmissions within 30 days of discharge. […]
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Articles MIN

Machine Learning In Transportation

Introduction According to the US Census Bureau, 91% of workers either use cars or public transportation to travel to work. If there is any industry where machine learning will directly touch the majority of the human population, transportation is certainly at the top of the list.   The Queensboro Bridge, NYC.   Whether it is monitoring transportation […]
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