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BEGIN:VEVENT
DTSTART;VALUE=DATE:20260622
DTEND;VALUE=DATE:20260624
DTSTAMP:20260423T164946
CREATED:20260325T104436Z
LAST-MODIFIED:20260325T162702Z
UID:65335-1782086400-1782259199@hs-analysis.com
SUMMARY:Hybrid workshop on implementing custom deep learning models for image processing
DESCRIPTION: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. \n\n\n\n\nCourse options include: \n\nArtificial Intelligence\nDeep Learning\nClassification\, Object Detection\, Segmentation and Instance Segmentation\nHyperparameter Optimization\nMetrics for Deep Learning Models\nImage Analysis of Medical Data\n\n \n\n\n[vc_row_inner][vc_column_inner width=”1/2″][vc_column_text]Day 1 \nDuration: 4 hours \n\nIntroduction\nBasics of medical imaging\, AI\, ML\, DL and DL technologies\nTypes of GTD for single deep learning technologies\nProtocols for creating GTD (HSA GTD Protocol)\nRequired minimal amount and quality of GTD\nIntroduction to the HSA KIT module Annotator\nPractical work and creation of GTD with HSA KIT\nIntroduction to hyperparameters with HSA KIT for:\n\nClassification\nObject Detection\nSegmentation\nInstance Segmentation\n\n\nPractical work and training of deep learning models with HSA KIT for\n\n Classification\nObject Detection\n Segmentation\nInstance Segmentation\n\n\nSummary\nDiscussion\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/2″][vc_column_text]Day 2 \nDuration: 4 hours \n\nValidation process theory\nBasics of metrics\nBasics of metrics for each deep learning category\nInterpretation of metrics\nDecision for the best deep learning model based on metrics\nDecision for the best deep learning model based on visual results\nPractical work on all trained deep learning models and decision for the best model for each deep learning technology\nAutomated image analysis with HSA KIT\nModule selection\nProject creation\nUse of deep learning models\nSettings for deep learning models\nProcessing of big data\nQuantification results\nArchiving\nReuse of existing projects\nFoundation of objective\, reproducible\, and sustainable image analysis on medical images\nSummary\nDiscussion\n\n[/vc_column_text][/vc_column_inner][/vc_row_inner] \n[vc_section css=”.vc_custom_1725611322469{padding-top: 0px !important;}”][vc_row][vc_column width=”1/3″][/vc_column][vc_column width=”1/3″][vc_column_text css=””]For more information or placing an order\,\ncontact : sales@hs-analysis.com\nor call us +49 (0)721-986153560 or click on button.[/vc_column_text]contact us[/vc_column][vc_column width=”1/3″][/vc_column][/vc_row][/vc_section]
URL:https://hs-analysis.com/event/online-workshop-for-implementation-own-deep-learning-models-for-image-processing-with-deep-learning/
CATEGORIES:Hybrid Curses
ATTACH;FMTTYPE=image/png:https://hs-analysis.com/wp-content/uploads/2024/09/HSA-Academy.png
END:VEVENT
BEGIN:VEVENT
DTSTART;VALUE=DATE:20260622
DTEND;VALUE=DATE:20260627
DTSTAMP:20260423T164946
CREATED:20260120T145239Z
LAST-MODIFIED:20260325T162231Z
UID:65178-1782086400-1782518399@hs-analysis.com
SUMMARY:Workshop for implementation own deep learning models for image processing with deep learning.
DESCRIPTION: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. \n\n\n\n\nCourse options include: \n\nArtificial Intelligence\nDeep Learning\nClassification\, Object Detection\, Segmentation and Instance Segmentation\nHyperparameter Optimization\nMetrics for Deep Learning Models\nImage Analysis of Medical Data\n\n \n\n\n[vc_row_inner][vc_column_inner width=”1/5″][vc_column_text]Day 1 \nDuration: 8 hours \n\nIntroduction\nBasics of medical imaging\nBasics of artificial intelligence\nBasics of machine learning\nBasics of deep learning\nTypes of general images in medicine\nTypes of deep learning technologies\nSummary\nDiscussion\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/5″][vc_column_text]Day 2 \nDuration: 8 hours \n\nGround truth data (GTD)\nTypes of GTD for single deep learning technologies\nProtocols for creating GTD (HSA GTD Protocol)\nRequired minimal amount and quality of GTD\nIntroduction to the HSA KIT module Annotator\nPractical work and creation of GTD with HSA KIT\nDiscussions and correction of created GTD during the process\nSummary\nDiscussion\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/5″][vc_column_text]Day 3 \nDuration: 8 hours \n\nIntroduction to hyperparameters with HSA KIT for:\n\nClassification\nObject Detection\nSegmentation\nInstance Segmentation\n\n\nPractical work and training of deep learning models with HSA KIT for\n\n Classification\nObject Detection\n Segmentation\nInstance Segmentation\n\n\nDiscussion\nSummary\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/5″][vc_column_text]Day 4 \nDuration: 8 hours \n\nBasics of metrics\nBasics of metrics for each deep learning category\nInterpretation of metrics\nDecision for the best deep learning model based on metrics\nDecision for the best deep learning model based on visual results\nPractical work on all trained deep learning models and decision for the best model for each deep learning technology\nDiscussion\nSummary\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/5″][vc_column_text]Day 5 \nDuration: 8 hours \n\nAutomated image analysis with HSA KIT\nModule selection\nProject creation\nUse of deep learning models\nSettings for deep learning models\nProcessing of big data\nQuantification results\nArchiving\nReuse of existing projects\nFoundation of objective\, reproducible\, and sustainable image analysis on medical images\nDiscussion\nSummary\n\n[/vc_column_text][/vc_column_inner][/vc_row_inner] \n[vc_section css=”.vc_custom_1725611322469{padding-top: 0px !important;}”][vc_row][vc_column width=”1/3″][/vc_column][vc_column width=”1/3″][vc_column_text css=””]For more information or placing an order\,\ncontact : sales@hs-analysis.com\nor call us +49 (0)721-986153560 or click on button.[/vc_column_text]contact us[/vc_column][vc_column width=”1/3″][/vc_column][/vc_row][/vc_section]
URL:https://hs-analysis.com/event/workshop-for-implementation-own-deep-learning-models-for-image-processing-with-deep-learning-2/
LOCATION:HS Analysis GmbH\, Haid-und-Neu-Straße 7\, Karlsruhe\, Baden-Württemberg\, 76131\, Germany
CATEGORIES:workshop
ATTACH;FMTTYPE=image/png:https://hs-analysis.com/wp-content/uploads/2024/09/HSA-Academy.png
END:VEVENT
BEGIN:VEVENT
DTSTART;VALUE=DATE:20260921
DTEND;VALUE=DATE:20260923
DTSTAMP:20260423T164946
CREATED:20260325T104850Z
LAST-MODIFIED:20260325T162806Z
UID:65337-1789948800-1790121599@hs-analysis.com
SUMMARY:HSA Academy
DESCRIPTION:[vc_section][vc_row][vc_column width=”1/2″][vc_column_text css=””]With the HSA Academy\, HS Analysis provides specialized training for medical professionals to learn programming languages like R and Python\, with a focus on deep learning applications. Doctors can learn to collaborate with ChatGPT for an interactive\, efficient learning experience. Upon course completion\, participants will receive certification in programming skills.[/vc_column_text][vc_column_text css=””]Course options include: \n\nR Programming\nPython Programming\nCopilot for Coding and Deep Learning\n\n[/vc_column_text][/vc_column][vc_column width=”1/2″][/vc_column][/vc_row][vc_row][vc_column]R and Python Training for Healthcare Professionals[vc_row_inner][vc_column_inner width=”1/2″][vc_column_text css=””]Are you a healthcare professional looking to sharpen your data analysis skills? Our “R and Python Training for Healthcare Professionals” training is designed specifically for you! \nThis comprehensive program will equip you with the knowledge to: \n\nMaster R and Python: Gain a foundational understanding of two of the most popular programming languages used for data analysis in healthcare.\nVisualize Data Effectively: Learn to create stunning graphs and plots using R’s powerful visualization libraries.\nWork with Medical Data: Dive into advanced data processing techniques.\nUse Python for Data Science: Explore Python’s robust ecosystem\, from setting up virtual environments to using essential packages like Pandas\, NumPy\, and Matplotlib.\nReal-world Applications: Whether you’re managing clinical data\, working with bioinformatics\, or handling large datasets\, this course will provide practical\, hands-on exercises to build your skills.\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/2″][/vc_column_inner][/vc_row_inner][vc_row_inner][vc_column_inner width=”1/2″][vc_column_text css=””] \nWhy Choose Our Course?\n\nTailored for Healthcare Professionals: We focus on applications relevant to medical data and healthcare research.\nHands-on Approach: Practical exercises help you get familiar with coding\, from installing packages to building your own data visualizations.\nUp-to-Date Tools: Learn to use modern platforms like Jupyter Notebook\, R Studio\, and Visual Studio Code with integrated AI tools like ChatGPT and CoPilot.\nData Cleaning & Analysis: Handle real-world messy data\, perform cleaning\, and extract meaningful insights.\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/2″][vc_column_text css=””] \nWhat You’ll Learn:\n\nProgramming Basics in R & Python: From variables\, data structures\, and loops to advanced functions and data manipulation.\nData Visualization: Create plots\, bar charts\, scatter plots\, and more in both R and Python.\nStatistics & Data Processing: Work with real-world datasets using powerful statistical techniques.\n\n[/vc_column_text][/vc_column_inner][/vc_row_inner][vc_column_text css=””]This course is perfect for beginners: doctors\, researchers\, and healthcare analysts who want to enhance their data skills and apply them in a medical context. Don’t miss out on the opportunity to upskill and make a significant impact in the world of healthcare![/vc_column_text][/vc_column][/vc_row][/vc_section][vc_row][vc_column][vc_section css=”.vc_custom_1725611322469{padding-top: 0px !important;}”][vc_row][vc_column width=”1/3″][/vc_column][vc_column width=”1/3″][vc_column_text css=””]For more information or placing an order\,\ncontact : sales@hs-analysis.com\nor call us +49 (0)721-986153560 or click on button.[/vc_column_text]contact us[/vc_column][vc_column width=”1/3″][/vc_column][/vc_row][/vc_section] \n[/vc_column][/vc_row]
URL:https://hs-analysis.com/event/online-workshop-for-implementation-own-deep-learning-models-for-image-processing-with-deep-learning-2/
CATEGORIES:Hybrid Curses
ATTACH;FMTTYPE=image/png:https://hs-analysis.com/wp-content/uploads/2024/09/HSA-Academy.png
END:VEVENT
BEGIN:VEVENT
DTSTART;VALUE=DATE:20260921
DTEND;VALUE=DATE:20260926
DTSTAMP:20260423T164946
CREATED:20260120T145333Z
LAST-MODIFIED:20260325T162226Z
UID:65180-1789948800-1790380799@hs-analysis.com
SUMMARY:Workshop for implementation own deep learning models for image processing with deep learning.
DESCRIPTION: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. \n\n\n\n\nCourse options include: \n\nArtificial Intelligence\nDeep Learning\nClassification\, Object Detection\, Segmentation and Instance Segmentation\nHyperparameter Optimization\nMetrics for Deep Learning Models\nImage Analysis of Medical Data\n\n \n\n\n[vc_row_inner][vc_column_inner width=”1/5″][vc_column_text]Day 1 \nDuration: 8 hours \n\nIntroduction\nBasics of medical imaging\nBasics of artificial intelligence\nBasics of machine learning\nBasics of deep learning\nTypes of general images in medicine\nTypes of deep learning technologies\nSummary\nDiscussion\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/5″][vc_column_text]Day 2 \nDuration: 8 hours \n\nGround truth data (GTD)\nTypes of GTD for single deep learning technologies\nProtocols for creating GTD (HSA GTD Protocol)\nRequired minimal amount and quality of GTD\nIntroduction to the HSA KIT module Annotator\nPractical work and creation of GTD with HSA KIT\nDiscussions and correction of created GTD during the process\nSummary\nDiscussion\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/5″][vc_column_text]Day 3 \nDuration: 8 hours \n\nIntroduction to hyperparameters with HSA KIT for:\n\nClassification\nObject Detection\nSegmentation\nInstance Segmentation\n\n\nPractical work and training of deep learning models with HSA KIT for\n\n Classification\nObject Detection\n Segmentation\nInstance Segmentation\n\n\nDiscussion\nSummary\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/5″][vc_column_text]Day 4 \nDuration: 8 hours \n\nBasics of metrics\nBasics of metrics for each deep learning category\nInterpretation of metrics\nDecision for the best deep learning model based on metrics\nDecision for the best deep learning model based on visual results\nPractical work on all trained deep learning models and decision for the best model for each deep learning technology\nDiscussion\nSummary\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/5″][vc_column_text]Day 5 \nDuration: 8 hours \n\nAutomated image analysis with HSA KIT\nModule selection\nProject creation\nUse of deep learning models\nSettings for deep learning models\nProcessing of big data\nQuantification results\nArchiving\nReuse of existing projects\nFoundation of objective\, reproducible\, and sustainable image analysis on medical images\nDiscussion\nSummary\n\n[/vc_column_text][/vc_column_inner][/vc_row_inner] \n[vc_section css=”.vc_custom_1725611322469{padding-top: 0px !important;}”][vc_row][vc_column width=”1/3″][/vc_column][vc_column width=”1/3″][vc_column_text css=””]For more information or placing an order\,\ncontact : sales@hs-analysis.com\nor call us +49 (0)721-986153560 or click on button.[/vc_column_text]contact us[/vc_column][vc_column width=”1/3″][/vc_column][/vc_row][/vc_section]
URL:https://hs-analysis.com/event/workshop-for-implementation-own-deep-learning-models-for-image-processing-with-deep-learning-3/
LOCATION:HS Analysis GmbH\, Haid-und-Neu-Straße 7\, Karlsruhe\, Baden-Württemberg\, 76131\, Germany
CATEGORIES:workshop
ATTACH;FMTTYPE=image/png:https://hs-analysis.com/wp-content/uploads/2024/09/HSA-Academy.png
END:VEVENT
BEGIN:VEVENT
DTSTART;VALUE=DATE:20261214
DTEND;VALUE=DATE:20261216
DTSTAMP:20260423T164946
CREATED:20260325T105311Z
LAST-MODIFIED:20260325T162708Z
UID:65339-1797206400-1797379199@hs-analysis.com
SUMMARY:Hybrid workshop on implementing custom deep learning models for image processing
DESCRIPTION: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. \n\n\n\n\nCourse options include: \n\nArtificial Intelligence\nDeep Learning\nClassification\, Object Detection\, Segmentation and Instance Segmentation\nHyperparameter Optimization\nMetrics for Deep Learning Models\nImage Analysis of Medical Data\n\n \n\n\n[vc_row_inner][vc_column_inner width=”1/2″][vc_column_text]Day 1 \nDuration: 4 hours \n\nIntroduction\nBasics of medical imaging\, AI\, ML\, DL and DL technologies\nTypes of GTD for single deep learning technologies\nProtocols for creating GTD (HSA GTD Protocol)\nRequired minimal amount and quality of GTD\nIntroduction to the HSA KIT module Annotator\nPractical work and creation of GTD with HSA KIT\nIntroduction to hyperparameters with HSA KIT for:\n\nClassification\nObject Detection\nSegmentation\nInstance Segmentation\n\n\nPractical work and training of deep learning models with HSA KIT for\n\n Classification\nObject Detection\n Segmentation\nInstance Segmentation\n\n\nSummary\nDiscussion\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/2″][vc_column_text]Day 2 \nDuration: 4 hours \n\nValidation process theory\nBasics of metrics\nBasics of metrics for each deep learning category\nInterpretation of metrics\nDecision for the best deep learning model based on metrics\nDecision for the best deep learning model based on visual results\nPractical work on all trained deep learning models and decision for the best model for each deep learning technology\nAutomated image analysis with HSA KIT\nModule selection\nProject creation\nUse of deep learning models\nSettings for deep learning models\nProcessing of big data\nQuantification results\nArchiving\nReuse of existing projects\nFoundation of objective\, reproducible\, and sustainable image analysis on medical images\nSummary\nDiscussion\n\n[/vc_column_text][/vc_column_inner][/vc_row_inner] \n[vc_section css=”.vc_custom_1725611322469{padding-top: 0px !important;}”][vc_row][vc_column width=”1/3″][/vc_column][vc_column width=”1/3″][vc_column_text css=””]For more information or placing an order\,\ncontact : sales@hs-analysis.com\nor call us +49 (0)721-986153560 or click on button.[/vc_column_text]contact us[/vc_column][vc_column width=”1/3″][/vc_column][/vc_row][/vc_section]
URL:https://hs-analysis.com/event/online-workshop-for-implementation-own-deep-learning-models-for-image-processing-with-deep-learning-3/
CATEGORIES:Hybrid Curses
ATTACH;FMTTYPE=image/png:https://hs-analysis.com/wp-content/uploads/2024/09/HSA-Academy.png
END:VEVENT
BEGIN:VEVENT
DTSTART;VALUE=DATE:20261214
DTEND;VALUE=DATE:20261219
DTSTAMP:20260423T164946
CREATED:20260120T143023Z
LAST-MODIFIED:20260325T162218Z
UID:65171-1797206400-1797638399@hs-analysis.com
SUMMARY:Workshop for implementation own deep learning models for image processing with deep learning.
DESCRIPTION: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. \n\n\n\n\nCourse options include: \n\nArtificial Intelligence\nDeep Learning\nClassification\, Object Detection\, Segmentation and Instance Segmentation\nHyperparameter Optimization\nMetrics for Deep Learning Models\nImage Analysis of Medical Data\n\n \n\n\n[vc_row_inner][vc_column_inner width=”1/5″][vc_column_text]Day 1 \nDuration: 8 hours \n\nIntroduction\nBasics of medical imaging\nBasics of artificial intelligence\nBasics of machine learning\nBasics of deep learning\nTypes of general images in medicine\nTypes of deep learning technologies\nSummary\nDiscussion\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/5″][vc_column_text]Day 2 \nDuration: 8 hours \n\nGround truth data (GTD)\nTypes of GTD for single deep learning technologies\nProtocols for creating GTD (HSA GTD Protocol)\nRequired minimal amount and quality of GTD\nIntroduction to the HSA KIT module Annotator\nPractical work and creation of GTD with HSA KIT\nDiscussions and correction of created GTD during the process\nSummary\nDiscussion\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/5″][vc_column_text]Day 3 \nDuration: 8 hours \n\nIntroduction to hyperparameters with HSA KIT for:\n\nClassification\nObject Detection\nSegmentation\nInstance Segmentation\n\n\nPractical work and training of deep learning models with HSA KIT for\n\n Classification\nObject Detection\n Segmentation\nInstance Segmentation\n\n\nDiscussion\nSummary\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/5″][vc_column_text]Day 4 \nDuration: 8 hours \n\nBasics of metrics\nBasics of metrics for each deep learning category\nInterpretation of metrics\nDecision for the best deep learning model based on metrics\nDecision for the best deep learning model based on visual results\nPractical work on all trained deep learning models and decision for the best model for each deep learning technology\nDiscussion\nSummary\n\n[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/5″][vc_column_text]Day 5 \nDuration: 8 hours \n\nAutomated image analysis with HSA KIT\nModule selection\nProject creation\nUse of deep learning models\nSettings for deep learning models\nProcessing of big data\nQuantification results\nArchiving\nReuse of existing projects\nFoundation of objective\, reproducible\, and sustainable image analysis on medical images\nDiscussion\nSummary\n\n[/vc_column_text][/vc_column_inner][/vc_row_inner] \n[vc_section css=”.vc_custom_1725611322469{padding-top: 0px !important;}”][vc_row][vc_column width=”1/3″][/vc_column][vc_column width=”1/3″][vc_column_text css=””]For more information or placing an order\,\ncontact : sales@hs-analysis.com\nor call us +49 (0)721-986153560 or click on button.[/vc_column_text]contact us[/vc_column][vc_column width=”1/3″][/vc_column][/vc_row][/vc_section]
URL:https://hs-analysis.com/event/workshop-for-implementation-own-deep-learning-models-for-image-processing-with-deep-learning-copy/
LOCATION:HS Analysis GmbH\, Haid-und-Neu-Straße 7\, Karlsruhe\, Baden-Württemberg\, 76131\, Germany
CATEGORIES:workshop
ATTACH;FMTTYPE=image/png:https://hs-analysis.com/wp-content/uploads/2024/09/HSA-Academy.png
END:VEVENT
END:VCALENDAR