Status and recommendations of technological and data-driven innovations in cancer care: Focus group study H Kondylakis, C Axenie, D Bastola, DG Katehakis, A Kouroubali, D Kurz, ... Journal of medical Internet research 22 (12), e22034, 2020 | 12 | 2020 |
Chimera: Combining mechanistic models and machine learning for personalized chemotherapy and surgery sequencing in breast cancer C Axenie, D Kurz Mathematical and Computational Oncology: Second International Symposium …, 2020 | 8 | 2020 |
Antifragile control systems: The case of an anti-symmetric network model of the tumor-immune-drug interactions C Axenie, D Kurz, M Saveriano Symmetry 14 (10), 2034, 2022 | 7 | 2022 |
Tumor characterization using unsupervised learning of mathematical relations within breast cancer data C Axenie, D Kurz Artificial Neural Networks and Machine Learning–ICANN 2020: 29th …, 2020 | 6 | 2020 |
Glueck: Growth pattern learning for unsupervised extraction of cancer kinetics C Axenie, D Kurz Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021 | 5 | 2021 |
Role of kinematics assessment and multimodal sensorimotor training for motion deficits in breast cancer chemotherapy-induced polyneuropathy: a perspective on virtual reality … C Axenie, D Kurz Frontiers in Oncology 10, 1419, 2020 | 5 | 2020 |
Data-driven discovery of mathematical and physical relations in oncology data using human-understandable machine learning D Kurz, CS Sánchez, C Axenie Frontiers in Artificial Intelligence 4, 713690, 2021 | 4 | 2021 |
Perfecto: Prediction of extended response and growth functions for estimating chemotherapy outcomes in breast cancer D Kurz, C Axenie 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 4 | 2020 |
Princess: Prediction of individual breast cancer evolution to surgical size C Axenie, D Kurz 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems …, 2020 | 3 | 2020 |
Meta-learning for avatar kinematics reconstruction in virtual reality rehabilitation C Axenie, A Becher, D Kurz, T Grauschopf 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering …, 2019 | 2 | 2019 |
Combining Mechanistic Models and Machine Learning for Personalized Chemotherapy and Surgery Sequencing in Breast Cancer C Axenie, D Kurz bioRxiv, 2020.06. 08.140756, 2020 | 1 | 2020 |
Prediction of Individual Breast Cancer Evolution to Surgical Size C Axenie, D Kurz bioRxiv, 2020.06. 13.150136, 2020 | | 2020 |
Learning Personalized Virtual Reality Avatars for Chemotherapy-Induced Peripheral Neuropathy Rehabilitation in Breast Cancer D Kurz, C Axenie ONCOLOGY RESEARCH AND TREATMENT 43, 166-166, 2020 | | 2020 |