AI for Pathologists Course 2024

Lecture 1: Basic of AI: What are DNN and how they work? Lecture 2: The design of an AI project: data, annotations, validation, error metrics Lecture 3: Case Study – AI for Pathology from A to Z Lecture 4: Take your annotations to the maximum ! How AI can help you create high quality and […]

AI for Pathologists Course 2023

Session 1:Introduction to AI and the Basics of Deep Neural Networks Session 2:How to train a Deep Neural Network Session 3:Basic Deep Learning Architectures Session 4: Metrics to evaluate the performance of AI Session 5: Advanced AI Architectures Session 6: AI in Pathology

AI for Pathologists Course 2022

Session 1: Introduction to AI and DL architectures Session 2: Neural networks: architecture, training & optimization Session 3: Deep Learning Architectures: Classification Session 4: Segmentation, Detection, GANS, Weakly Supervised, Transfer Learning Session 5: XAI & Accuracy Metrics Session 6: AI for Pathology in practice with the DeePathology STUDIO

AI for Pathologists Course 2020

Session 1: Introduction to Image Analysis and Deep Learning Session 2-4: Neural Networks Training & Architectures Session 5: All about DATA Session 6: Real life examples of Deep Learning in Pathology Session 7: Explainability, Validation and more Session 8: Wet Lab with the DeePathology™ STUDIO

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