Publications

Presentation Slides

Selected Publications

In the following, you can find selected research publications related to our activities applying in-memory technology for life sciences research areas.

Research Publications

  • Schapranow, M.-P.: Hand in Hand: Wie KI und Ärzte in der Onkologie zusammenarbeiten.Konkrete Anwendungsfälle von KI & Big-Data in der Industrie.69--74 (2020). 
  • Schapranow, M.-P., others, and: A Federated In-memory Database System for Life Sciences. In: Castellanos, M., Chrysanthis, P., en Pelechrinis, K. (reds.) Real-Time Business Intelligence and Analytics. BIRTE 2015, BIRTE 2016, BIRTE 2017. Springer, Cham (2019). 
  • Freitas da Cruz, H., Bergner, B., Konak, O., Schneider, F., Bode, P., Lempert, C., Schapranow, M.-P.: MORPHER – A Platform to Support Modeling of Outcome and Risk Prediction in Health Research.Proceedings of the 19th IEEE International Conference on Bioinformatics and Biomedicine. , Athens, Greece (2019). 
  • Freitas da Cruz, H., Horschig, S., Nusshag, C., Schapranow, M.-P.: Knowledge Distillation from Machine Learning Models for Prediction of Hemodialysis Outcomes.International Journal On Advances in Life Sciences.11,33-43 (2019). 
  • Slosarek, T., Kraus, M., Schapranow, M.-P., Boettinger, E.: Qualitative Comparison of Selected Indel Detection Methods for RNA-Seq Data.International Work-Conference on Bioinformatics and Biomedical Engineering. bll. 166-177. Springer (2019). 
  • Freitas da Cruz, H., Schneider, F., Schapranow, M.-P.: Prediction of Acute Kidney Injury in Cardiac Surgery Patients: Interpretation using Local Interpretable Model-agnostic Explanations.Proceedings of the 12th International Conference on Biomedical Engineering Systems and Technologies. bll. 380-387. , Prague, Czech Republic (2019). 
  • Konak, O., Freitas Da Cruz, H., Thiele, M., Golla, D., Schapranow, M.-P.: An Information and Communication Platform Supporting Analytics for Elderly Care.5th International Conference on Information for Ageing Well, Communication Technologies e Health (2019). 
  • Schapranow, M.-P.: Für bessere Diagnosen und Therapien: Wie Ärzte und KI in der Krebsbehandlung zusammenarbeiten, https://www.wissenschaftsjahr.de/2019/neues-aus-der-wissenschaft/das-sagt-die-wissenschaft/wie-kuenstliche-intelligenz-das-gesundheitswesen-nachhaltig-unterstuetzt/, (2019). 
  • Freitas da Cruz, H., Pfahringer, B., Schneider, F., Meyer, A., Schapranow, M.-P.: External Validation of a “Black-Box” Clinical Predictive Model in Nephrology: Can Interpretability Methods Help Illuminate Performance Differences?Proceedings of 17th Conference on Artificial Intelligence in Medicine. bll. 191-201 (2019). 
  • Freitas da Cruz, H., Gebhardt, M., Becher, F., Schapranow, M.-P.: Interactive Data Exploration Supporting Elderly Care Planning.Proceedings of the 10th International Conference on eHealth, Telemedicine, and Social Medicine (2018). 

Further Publications

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