Healthcare & Pharma

Home ›

Industries ›

Healthcare & Pharma

Decrease time for diagnosis and time to market for R&D

With Machine Learning, Healthcare & Pharma operations can be optimized by:

analyzing large amounts of documents (e.g. patient records or SmPCs) automatically

supporting R&D activities by automated image analysis and faster experiment cycles

improving efficiency and accuracy of medical diagnosis by automatic analysis of imaging techniques (e.g. X-Ray or MRI)

Projects in Healthcare & Pharma

View all projects

Legal Review of Rental Contracts

Different methods from the field of NLP helped us to create a software that spots errors in legal contracts

Blog Posts in Healthcare & Pharma

View all blog posts

Introductions

Project proposals - the first step to a successful ML project

By Emilius Richter • July 18th, 2022

For a software provider, the project proposal is the first step toward meeting the needs of the customer. In this article, I will describe the most important modules in machine learning project proposals.

Projects

21 questions we ask our clients: Starting a successful ML project

By Emilius Richter • May 21st, 2021

We discuss what questions should be considered and answered up front to launch a successful machine learning software project.

Introductions

Enhancing Search with Question Answering

By Angela Maennel • April 26th, 2021

Here I show how open-domain question answering systems work and how they can enhance search engines. We will have closer look at one specific type of system, DrQA.

Tools

The best image labeling tools for Computer Vision

By The best image labeling tools for Computer Vision • April 8th, 2021

Here we have a closer look at some of the best image labeling tools for Computer Vision tasks. We will install and configure the tools and illustrate their capabilities by applying them to label real images for an object detection task.

Natural Language Processing

How to extract text from PDF files

By How to extract text from PDF files • August 17th, 2020

In the following I want to present the open-source Python PDF tools PyPDF2, pdfminer and PyMuPDF that can be used to extract text from PDF files. I will compare their features and point out some drawbacks.

Introductions

Pattern Recognition in Medical Imaging

By Pattern Recognition in Medical Imaging • August 27th, 2019

This article explains how ML algorithms, in particular Convolutional Neural Networks, can interpret medical images and what difficulties they still face.