Nearshore Application Development Services (Poland)
Case Study: Healthcare / Artificial Intelligence for Medical Image Classification
FIS SST nearshoring team looking into the research of using computer based classification of x-rays. Use of machine learning to potentially detect lung cancer in patients

Introduction
FIS SST worked on a research project, looking to establish if machine learning could be used to provide a reliable method of classification between healthy and unhealthy x-ray images of patient lungs.
Two of the core technologies FIS SST employed for the machine learning project included:
Tensorflow - an end-to-end platform for training machine learning models
Keras - a deep learning framework technology.
Challenges
- Data selection and x-ray images preparation for building the machine learning models
- Access to reference data for health individuals
- Lack of medical expert knowledge on the assessment of x-rays
- Various file formats for the X-ray images








Who is FIS / TradeFlex for?
For organisations with SAP (ECC 6 or S/4HANA) who provide products via online marketplaces. The platform provides a simpler alternative to the manual tasks usually associated with product management and order processing with online marketplaces.
The platform provides deep connectivity with SAP ERP and also the functionality to access data from other applications used in online marketplace management. i.e. Product Information Management Systems (PIMS).
Key Information: FIS / TradeFlex
Current Marketplace Integrations with FIS / TradeFlex






