Author

Dr. Andreas Heindl

Dr Andreas Heindl is a Machine Learning Product Manager at Encord. He has spent the past 10 years applying computer vision and deep learning techniques in Healthcare at Encord, The Institute of Cancer Research, and Kheiron Medical. The main focus of Andreas' research and work until now has been to aid radiologists accurately diagnosing cancer by using artificial intelligence and computer vision.

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Dr. Andreas Heindl

All blogs by Dr. Andreas Heindl

sampleImage_top-ai-healthcare-trends
The Top 6 Artificial Intelligence Healthcare Trends of 2024

7 m

sampleImage_healthcare-computer-vision-future
Future for Computer Vision in Healthcare

7 m

sampleImage_medical-image-annotation-tools
The Comprehensive Guide to Medical Annotations

10 m

sampleImage_dicom-annotation-tool-guide
7 Features to Look for in a DICOM Annotation Tool

6 m

sampleImage_dicom-and-nifti-comparison
What’s the Difference Between DICOM and NIfTI?

5 m

sampleImage_obtaining-ce-approval-for-medical-diagnostic-models
How To Obtain CE Approval for Medical Diagnostic Models

8 m

sampleImage_improve-medical-imaging-dataset-machine-learning
7 Ways to Improve Medical Imaging Dataset

7 m

sampleImage_qa-workflows-medical-imaging-guide
How to Structure QA Workflows for Medical Images

12 m

sampleImage_best-lidar-annotation-platform
Best LiDAR Annotation Platforms (2025): Fast, Accurate, Sensor-Fusion Ready
sampleImage_best-data-labeling-platform-2025
Best Data Labeling Platform (2025 Buyer’s Guide)
sampleImage_best-dicom-annotation-platform-2025
Best DICOM Annotation Platforms (2025): Radiology-Grade Tools
sampleImage_best-image-labeling-platform-2025
Best Image Labeling Platforms (2025): When Encord Wins and What Else to Consider
sampleImage_ai-algorithm-fda-approval
The Step-by-Step Guide to Getting Your AI Models Through FDA Approval

10 m

sampleImage_labeling-tools-dicom-radiology
Best DICOM Annotation Tools for Radiology AI [2024 Review]

6 m

sampleImage_best-open-source-annotation-medical-imaging
6 Best Open Source DICOM Annotation Tools

10 m

sampleImage_dicom-and-nifti-files-annotation-guide
How to Annotate DICOM and NIfTI Files

5 m

sampleImage_best-free-datasets-for-healthcare
Top 10 Free Healthcare Datasets for Computer Vision

6 m