Das AKII Microlab ist eine gemeinsame technische Forschungsinitiative, die sich auf die Entwicklung und Anwendung moderner Techniken der künstlichen Intelligenz und des maschinellen Lernens in menschenzentrierten interaktiven Systemen konzentriert. Von Human Motion Tracking und Biomechanik bis hin zu personalisierten Virtual-Reality-Avataren zielen wir auf Anwendungen ab, die Auswirkungen auf Sporttechnologie und medizinische Rehabilitation haben.
Our latest manuscript on the Role of Kinematics Assessment and Multimodal Sensorimotor Training for Motion Deficits in Breast Cancer Chemotherapy-Induced Polyneuropathy: A Perspective on Virtual Reality Avatars (by
Our latest paper, on learning mathematical relations among tumor histopathological and morphological parameters to capture phenotypical growth transitions, entitled "Tumor Characterization using Unsupervised Learning of Mathematical Relations within Breast
Our new paper combining machine learning and mechanistic modelling for cancer growth curve extraction entitled "GLUECK: Growth pattern Learning for Unsupervised Extraction of Cancer Kinetics" by Cristian Axenie and
One new paper combining machine learning and mechanistic modeling of cancer entitled "PRINCESS: Prediction of Individual Breast Cancer Evolution to Surgical Size" by Cristian Axenie and Daria Kurz was accepted
One research abstract on Adaptive Virtual Reality Avatars For Sensorimotor Rehabilitation In Chemotherapy-Induced Peripheral Neuropathy by C. Axenie and D. Kurz was accepted and presented at MASCC/ISOO 2020 — the
One research abstract on Learning Personalized Virtual Reality Avatars for Chemotherapy-Induced Peripheral Neuropathy Rehabilitation in Breast Cancer by D. Kurz and C. Axenie was accepted and presented at 34th
Two papers accepted at the IEEE ICMLA 2019, the Eighteenth International IEEE Conference on Machine Learning and Applications (ICMLA 2019) in Boca Raton, Florida, USA. AKII Lab presented: An Online
The International Conference on Bioinformatics and Biomedical Engineering (BIBE) is the annual flagship biomedical and bioengineering conference of the IEEE and EMB. For the 2019 edition of BIBE, AKII
30th of August 2019 A team of two students from THI, Du Xiaorui (Masters, Computer Science), Yavuzhan Erdem (Bachelor, Mechatronics) lead by Dr. Cristian Axenie (the head of the
The PERSEUS (Platform for Enhanced Virtual Reality in Sport Exercise Understanding and Simulation) research project, which deals with the development of VR-based goalkeeping training, successfully received the financial
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