Enosis Outsourcing logo
EndorsedendorsedOngoing

AI Ultrasound Video Analysis Platform for Healthcare

Services Covered:

AI and Machine Learning • Custom Software Development
Project hero — replace with case study imagery
Industry
Industry

Software Development

Duration
Durationinfo-circle

7 months

Budget
Budget

10K - 49K

Start Date
Start Date

1 January 2020

Team Size
Team Size

1-5

Engagement Model
Engagement Model

Offshore

Project Capability Score (PCS)

gauge meter
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

mapCharleston, 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 PlatformAI/ML Platform

Tech Stack

  • TensorFlowTensorFlow

Client Endorsement

Overall Review Rating

4.75star

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

Note: This endorsement is based on publicly available client feedback from external review sources.

More Projects by Apriorit

See All Projects by Apriorit