Augmented reality microscope

Customer

MedTech company

Problem

  • Product development of a digital microscope scanner with augmented reality features
  • Delineations need to be created around areas of cancerogenous cells
  • High resolution images (1px = 2 micron, 400 Mpix)
  • Delineations ready below 5 secs

Solution

  • Pixel-wise predictions
  • Choice of hardware and software architecture for the inference

Impact

  • AI contribution to the product development (TensorFlow, Keras, ConvNets, fully-convolutional network)

Patient data classification

Customer

US pharma producer

Problem

  • Difficulties to identify the patients eligible for the particular treatment, based on narrow criteria in the free text patient records

Solution

  • PoC to create a way to look up patients meeting the particular criteria using pattern matching and machine learning so that they can be qualified for treatment

Impact

  • The eligible patients will receive the treatment they are eligible for
  • Time saving compared to a manual lookup

Data driven production line optimization

Customer

Swiss division of Global Pharma

Problem

  • Running out of production capacity, significant CapEx investment needed in the new production line to keep up with demand
  • Goal: increase the production capacity by 5% via advanced analytics

Solution

  • Data integration
  • Anomaly detection algorithms
  • Data correlations -> insights -> recommendations

Impact

  • Trending towards 11% of productivity increase (throughput and yield optimization)
  • 15x ROI

Detecting pneumonia in x-ray images

Customer

Pro bono

Problem

  • Pneumonia causes over 1M deaths a year
  • Cost effective process needed for diagnosing X-Ray scan images

Solution

  • Pro-bono research work to develop a predictive model for the diagnosis

Impact

  • 92% of accuracy
  • Model published -> available for researchers

Production line continuous monitoring

Customer

Swiss division of a Global Pharma

Problem

  • The customer’s production line went through a data driven optimization, the customer wants to ensure the production line maintains the highest possible OEE and wants to add advanced features like automated issue detection & prediction

Solution

  • Near real time continuous monitoring system of key production processes with advanced analytics built in (alerting, trend detection, anomaly detection, predictive maintenance)

Impact

  • Greater production process visibility
  • Quicker time to resolution
  • Improved uptime

Production line optimization

Customer

Swiss division of Global Pharma

Problem

  • Running out of production capacity, significant CapEx investment needed in the new production line to keep up with demand
  • Goal: increase the production capacity by 5% via advanced analytics

Solution

  • Data integration, AWS platform
  • Anomaly detection algorithms
  • Data correlations -> insights -> recommendations

Impact

  • Trending towards 11% of productivity increase (throughput and yield optimization)
  • 15x ROI

Previous

Manufacturing

Next

Foundry

Want to recive updates from us?

Our newsletter features industry news, the latest case studies, and future Unit8 events.

close

This page is only available in english