Dear member of the FG Knowledge Discovery, Data Mining und Maschinelles Lernen (KDML) We would like to draw your attention to the KEMAI Spring School, hosted by Ulm University. KEMAI is the acronym of "Knowledge Infusion and Extraction for Explainable Medical Artificial Intelligence". The KEMAI spring school is scheduled on 1-2 March 2022 with internationally renowned speakers. Young female researchers are additionally invited to join us for the Women Networking Day on 28 February 2022. All costs related to accommodation and meals will be covered by Ulm University (max. 50 participants, first-come-first-served). (see https://kemai.uni-ulm.de) We humbly ask you to redistribute the following message (after '#' below) to possibly interested students. Thank you in advance. Friedliche Grüße. Duschek (Uni Ulm) # Text 'invitation to students' Dear Reader We warmly invite students interested in the topic of Knowledge Infusion and Extraction for Explainable Medical Artificial Intelligence (KEMAI) to the KEMAI spring school, initiated by Ulm University. (https://kemai.uni-ulm.de/index.html) Content: The spring school explores how to combine rule-based and learning-based approaches in medical AI to obtain accurate predictions and consider interpretability and ethical implications, in particular * Data Augmentation - Dealing with the challenges of few samples and many features * Knowledge Infusion - Harvesting medical guidelines and enriching trained models * Knowledge Extraction - Deriving medical guidelines from trained models * Model Explanation - Communicating the decision process of trained models Format: International experts will introduce and discuss related contemporary research results. Among others, we welcome * Prof. Dr. Horst Hahn, director of Fraunhofer MEVIS, Bremen - Perspectives on Collaborative AI Research in Medicine * Prof. Dr. Nassir Navab, TU Munich - Robotic Imaging, Machine Learning and Augmented Reality for Computer Assisted Interventions * Dr. Julia Amann, ETH Zürich - Ethics of AI in healthcare: On the importance of asking the right questions +++++ Women Only Day ++++++ 28 February 2021 In computer science, females are still underrepresented among those pursuing an academic career. We dedicate a day to inform about commonly perceived challenges and chances of female academics, report and reflect on individual cases, and offer personal introductions to professors in charge at Ulm University. +++++++++++++++++++++++++++ Target audience: All master students interested in the sping school's topic with a strong knowledge background in Artifical Intelligence, Visualization, and Ethics applied to a medical task are kindly invited to join us. Event details and costs * Location: Reisensburg (Günzburg) * free registration, meals, and overnight stay (see Deadlines) * Travel grants possible Deadlines * Application for travel grant: 21 December 2021 * Early registration before Wednesday, 22 December 2021, for included overnight stays * Ultimate registration deadline: Monday, 31 January 2022, without overnight stay(s) see https://kemai.uni-ulm.de/registration.html We are looking forward to your participation.! Kind regards Sigrid Duschek. on behalf of Prof. Dr. Timo Ropinski, Ulm University, Chairperson Prof. Dr. Birte Glimme, Ulm University, Chairperson -- Universität Ulm Institut für Medieninformatik Sigrid Duschek Schwerpunkt: Technik Rechnungsanschrift: Uni Ulm, Medieninformatik, Duschek, 89069 Ulm Lieferanschrift: Uni Ulm, Medieninformatik, Duschek, James-Franck-Ring 8, 89081 Ulm