AI modeling and machine learning in detecting OA disease among dogs

About

Esteemed veterinary medicine professionals established a biotechnology startup based in the United States. In collaboration with a skilled team of AI and hardware consultants at DAC.digital, they developed a groundbreaking wearable sensor for dogs. Read more

CASE STUDY DETAILS

Under MNDA

Seed to Series A Startup

Project work

1 - 5 people

Less than 3 Months

€20 - 50K

Scrum

FOCUS AREA

Challenge, approach, and impact

  • Detect and diagnose osteoarthritis based on animal movements automatically

    We conducted data analysis based on the provided data sets and input data, with the help of computing resources, artificial intelligence and machine learning model, with measurements of dog movements and to distinguish between dogs with and without OA based on the collected sensor’s raw data.

  • Low Technology Readiness Level of the Customer and need to check it

    They needed a solid methodology to support further progress in the project. Acting as an Interim Product Owner, we conducted discovery meetings and workshops with the Aniv8 team. Our experts analyzed the current state of affairs and proposed a new roadmap to help move forward swiftly.

  • Unknowns regarding deep-learning solutions

    We proposed a deep-learning approach to make the initial classification, assess the severity of the illness and then could be used to extract data and monitor the disease further. We have decided to employ deep learning models and a deep convolutional neural network for imaging data to recognize pat

Testimonials

Two blue lines

“We were pleased with the quality of info we were provided, especially valuable was the speed of delivery and the quality of the smart solutions we were provided. “ Read more

Anonymous

Head of Growth

VERIFIED

Two blue lines

“We were pleased with the quality of info we were provided, especially valuable was the speed of delivery and the quality of the smart solutions we were provided. “ Read more

Anonymous

Head of Growth

VERIFIED

Two blue lines

“We were pleased with the quality of info we were provided, especially valuable was the speed of delivery and the quality of the smart solutions we were provided. “ Read more

Anonymous

Head of Growth

VERIFIED

Two blue lines

“We were pleased with the quality of info we were provided, especially valuable was the speed of delivery and the quality of the smart solutions we were provided. “ Read more

Anonymous

Head of Growth

VERIFIED

Two blue lines

“We were pleased with the quality of info we were provided, especially valuable was the speed of delivery and the quality of the smart solutions we were provided. “ Read more

Anonymous

Head of Growth

VERIFIED

Two blue lines

“We were pleased with the quality of info we were provided, especially valuable was the speed of delivery and the quality of the smart solutions we were provided. “ Read more

Anonymous

Head of Growth

VERIFIED

Team Structure

Client Team

Project stakeholder

Founder, and CEO

The client stakeholders worked closely with the team at DAC.digital

Client logo

Agency Team

Production

2 x AI/ML Expert

Governance

1 x Project Coordinator

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