With the HSA Workshops, HS Analysis provides specialized training for engineers and medical professionals to learn artificial intelligence in image processing with a focus on deep learning applications. Engineers and Doctors can learn to collaborate with HSA KIT for an interactive, efficient learning experience. Upon workshop completion, participants will receive certification in deep learning implementation skills. Course options include:
Artificial Intelligence
Deep Learning
Classification, Object Detection, Segmentation and Instance Segmentation
Hyperparameter Optimization
Metrics for Deep Learning Models
Image Analysis of Medical Data
Current workshops:
Date start: 15 December 2025 Date end: 19 December 2025 Workshop for implementation own deep learning models for image processing with deep learning. Day 1
Duration: 8 hours
Introduction
Basics of medical imaging
Basics of artificial intelligence
Basics of machine learning
Basics of deep learning
Types of general images in medicine
Types of deep learning technologies
Summary
Discussion
Day 2
Duration: 8 hours
Ground truth data (GTD)
Types of GTD for single deep learning technologies
Protocols for creating GTD (HSA GTD Protocol)
Required minimal amount and quality of GTD
Introduction to the HSA KIT module Annotator
Practical work and creation of GTD with HSA KIT
Discussions and correction of created GTD during the process
Summary
Discussion
Day 3
Duration: 8 hours
Introduction to hyperparameters with HSA KIT for: Classification
Object Detection
Segmentation
Instance Segmentation
Practical work and training of deep learning models with HSA KIT for Classification
Object Detection
Segmentation
Instance Segmentation
Discussion
Summary
Day 4
Duration: 8 hours
Basics of metrics
Basics of metrics for each deep learning category
Interpretation of metrics
Decision for the best deep learning model based on metrics
Decision for the best deep learning model based on visual results
Practical work on all trained deep learning models and decision for the best model for each deep learning technology
Discussion
Summary
Day 5
Duration: 8 hours
Automated image analysis with HSA KIT
Module selection
Project creation
Use of deep learning models
Settings for deep learning models
Processing of big data
Quantification results
Archiving
Reuse of existing projects
Foundation of objective, reproducible, and sustainable image analysis on medical images
Discussion
Summary
Participants of the workshop will get the certification about their skills for creating their own deep learning models for medical image analysis. Old Workshops:
Scion
Location: HS Analysis GmbH Haid-und-Neu-Straße 7 76131 Karlsruhe Germany For more information or placing an order, contact : sales@hs-analysis.com or call us +49 (0)721-986153560 or click on button. contact us
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