Deep Layers forum will serve as a place to connect people, share knowledge, compare approaches and see how specific model architectures can help to solve particular tasks. The meeting is organized by a scientific group of Artificial Intelligence and Medical Technologies with the support of the Brno.AI cluster and with the finnacial support of Strategie AV21.

 

Price & registration

The forum is free of charge, but due to limited number of seats a registration is needed. The registration will be open on September 16th 2024.

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The final program for Deep Layers 2024 can be downloaded here


 

    • October 22nd - Machine learning and Deep learning tutorials (in Python language)
    • - Morning blocks (start: 9:00): Introduction to machine learning, how to treat & check your data, fast & easy-to-use ML methods. Colab notebooks: Part 1 (Data Treatment) and Part 2 (Basic Modelling)
    • - Lunch (provided)
    • - Afternoon blocks (end: 15:00): Introduction to Deep Learning for newbies: Data preprocessing for DL and Building blocks of DL networks, Common DL architectures. Colab notebooks: Part 1 and Part 2

    • October 23rd - AI applications (9:00 - 15:00, coffee breaks and lunch provided)
    • Some of the lecture topics you can look forward to:
    • - Aireen: Medical Device Development Methodology
    • - TESCAN: Enhancing Transmission Electron Microscopy with AI/ML: Practical Applications and Integration
    • - ISI CAS: From Sleep Patterns to Heart Rhythms: Predicting Atrial Fibrillation from Overnight Polysomnograms
    • - ISI CAS: Graph Neural Networks for Automated Planning of Epilepsy Surgery
    • - Citymind solutions: AI agents with RAG: Retrieval-Augmented Generation
    • - IT4Innovations: IT4Innovations national supercomputing center: environment for AI applications
    • - ISI CAS: Prediction of Perfusion Parameters from MRI Data using a Self-Supervised CNN
    • - Jalud Embedded: Sound Event Detector
    • - ISI CAS: Race for a Synchronous Heart: Reducing Surgery Time with AI

    Venue

    Institute of Scientific Instruments of the Czech Academy of Sciences

    Kralovopolska 147

    Brno

    Czech Republic

    616 64

     

 

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