endorsedOngoing

AI Ultrasound Video Analysis Platform for Healthcare

Services Covered:

AI and Machine Learning • Custom Software Development

Industry

Software Development

Duration

79 months

Budget

10K - 49K

Start Date

1 January 2020

Team Size

1-5 Employees

Engagement Model

Offshore

Project Capability Score (PCS)

77/100

Good

Project Capability Score (PCS) estimates how capable Apriorit is of successfully delivering a project like this, based on its past experience, track record, and ability to handle similar work. Learn more about PCS

Client

Cycle Clarity

Charleston, United States of America

Project Summary

Apriorit developed an AI platform using TensorFlow to analyze ultrasound videos, annotating and measuring pathologies to assist healthcare providers. The vendor delivered a proof of concept and iterated the platform through multiple generations; the client reported high accuracy and strong project management.

Key Challenges

Needed expertise to develop an AI platform capable of reading ultrasound videos
Started without internal AI experience and required external guidance to build the solution

Project Deliverables

Proof of concept AI tool for ultrasound video analysis
Annotation pipeline and tooling to label images and recompose videos
Functional platform to detect, annotate, describe, and measure pathologies

Project Solution

Built a proof-of-concept AI tool primarily using TensorFlow to read and analyze ultrasound videos. Implemented an annotation workflow and tooling to label normal and abnormal findings, iterate the model across three generations, and deliver a functional platform that detects, annotates, describes, and measures pathologies for clinical use.

Project Outcome

Achieved a 90% precision rate and a 97% recall rate
Delivered a highly accurate platform that met deadlines and satisfied the client
Improved project clarity with well-defined scope and cost estimates

Platforms

AI/ML Platform

Tech Stack

TensorFlow

Client Endorsement

Overall Review Rating

4.75

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“Apriorit efficiently delivered an exceptional platform that achieved a 90% precision rate and a 97% recall rate. By investing time to understand the project’s goals, the team provided accurate time and cost estimates. They met challenges with effective solutions to secure a successful partnership.”
John Schnorr
Founder
Date: 08/13/2020