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What is human-in-the-loop machine learning? Better data, better models

Machine learning models are often far from perfect. When using model predictions for purposes that affect people’s lives, such as loan approval classification, it’s advisable for a human to review at least some of the predictions: those that have low confidence, those that are out of range, and a random sample for quality control. In […] ....

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Data Annotation Tools Market May See a Big Move | Amazon Mechanical Turk, Lionbridge AI, Edgecase

Data Annotation Tools Market May See a Big Move | Amazon Mechanical Turk, Lionbridge AI, Edgecase
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Intel, Samsung Partner on AI-Based Ultrasound Solution for Anesthesia Administration

Intel, Samsung Partner on AI-Based Ultrasound Solution for Anesthesia Administration
What You Should Know:
– Samsung Medison and Intel are collaborating on NerveTrack™, a real-time nerve tracking ultrasound feature that helps anesthesiologists identify nerves in a patient’s arm to help administer anesthesia quickly and accurately. Leveraging the Intel Distribution of OpenVINO toolkit for computer vision and annotation, Samsung Medison’s NerveTrack™ can reduce scanning time by up to 30 percent in an extremely difficult case.[1]
– Ultrasound-guided regional anesthesia (UGRA) is becoming standard practice for needle-based interventions, including vascular access and peripheral nerve block. However, even with UGRA, it can be difficult for anesthesiologists to correctly identify nerves, which can be as small as 2 millimeters in diameter, or to see the needle tip properly. NerveTrack™, can automatically identify nerves in real time for anesth ....

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Samsung Medison and Intel partner to improve anesthesia delivery

Samsung Medison and Intel partner to improve anesthesia delivery
Samsung Medison and Intel partner to improve anesthesia delivery
17 March 2021 | News
NerveTrack can automatically identify nerves in real time for anesthesiologists
Samsung Medison and Intel are collaborating on NerveTrack™, a real-time nerve tracking ultrasound feature that helps anesthesiologists identify nerves in a patient’s arm to help administer anesthesia quickly and accurately.
Leveraging the Intel Distribution of OpenVINO toolkit for computer vision and annotation, Samsung Medison’s NerveTrack™ can potentially reduce scanning time by up to 30 percent.
Ultrasound-guided regional anesthesia (UGRA) is becoming standard practice for needle-based interventions, including vascular access and peripheral nerve block. However, even with UGRA, it can be difficult for anesthesiologists to correctly identify nerves, which can be as small as 2 millimeters in diameter, or to se ....

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Human Protocol To Launch Decentralized Labor Pools On Solana

Human Protocol To Launch Decentralized Labor Pools On Solana
HUMAN Protocol Foundation (https://www.hmt.ai/) announced today that work is underway to bring the decentralized labor pools enabled by the HUMAN Protocol to Solana, an open, censorship-resistant blockchain built to scale crypto to a global audience.
With growing demand and scalability in mind, HUMAN Protocol has selected Solana to solve challenges unique to handling a vast number of on-chain transactions and settling labor pools, as well as payments quickly. Leveraging Solana’s high-throughput blockchain, wide validator support, and robust architecture, HUMAN Protocol believes its technology will be able to scale at ease with Solana, a fundamental component to extracting more nuanced data models. ....

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