Harry Freitas da Cruz, MBA

Research Assistant, PhD Candidate

	Phone:	+49 (331) 5509-1313
	Fax:	+49 (331) 5509-579
	Email:	Harry.FreitasDaCruz(at)hpi.de
	Room:	G2.2.16 (Campus III)
	LinkedIn:	https://www.linkedin.com/in/harrycruz/

Research Topics

Machine learning in medicine
Patient-level prediction, particularly Nephrology
Explainable Artificial Intelligence
In-Memory Technology for Life Sciences

Projects

Teaching

Publications

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 12th International Joint Conference on Health Informatics (2019).

[ BibTeX ]

@inproceedings{freitasdacruzprediction, author = {Freitas da Cruz, Harry and Schneider, Frederic and Schapranow, Matthieu-P.}, booktitle = {Proceedings of 12th International Joint Conference on Health Informatics}, keywords = {myown}, title = {Prediction of Acute Kidney Injury in Cardiac Surgery Patients: Interpretation using Local Interpretable Model-Agnostic Explanations}, year = 2019 }
Freitas da Cruz, H., Horschig, S., Nusshag, C., Schapranow, M.-P.: Prediction of Patient Outcomes after Renal Replacement Therapy in Intensive Care. Proceedings of the 3rd International Conference on Informatics and Assistive Technologies for Health-Care, Medical Support and Wellbeing (2018).

[ BibTeX ]

@inproceedings{dacruz2018, author = {Freitas da Cruz, Harry and Horschig, Siegfried and Nusshag, Christian and Schapranow, Matthieu-P.}, booktitle = {Proceedings of the 3rd International Conference on Informatics and Assistive Technologies for Health-Care, Medical Support and Wellbeing}, keywords = {myown}, title = {Prediction of Patient Outcomes after Renal Replacement Therapy in Intensive Care}, year = 2018 }
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).

[ BibTeX ]

@conference{hcruz2018healthinfo, author = {Freitas da Cruz, Harry and Gebhardt, Marie and Becher, Felix and Schapranow, Matthieu-P.}, booktitle = {Proceedings of the 10th International Conference on eHealth, Telemedicine, and Social Medicine}, keywords = {myown}, title = {Interactive Data Exploration Supporting Elderly Care Planning}, year = 2018 }
Freitas da Cruz, H., Grasnick, B., Dinger, H., Bier, F., Meinel, C.: Early Detection of Acute Kidney Injury with Bayesian Networks. Proceedings of the 7th International Symposium on Semantic Mining in Biomedicine. pp. 29-36 (2016).

[ BibTeX ]

@inproceedings{Harry2016a, author = {Freitas da Cruz, Harry and Grasnick, Bastien and Dinger, Henriette and Bier, Frank and Meinel, Christoph}, booktitle = {Proceedings of the 7th International Symposium on Semantic Mining in Biomedicine}, howpublished = {Proceedings of the 7th International Symposium on Semantic Mining in Biomedicine}, keywords = {nephrology}, pages = {29-36}, title = {Early Detection of Acute Kidney Injury with Bayesian Networks}, year = 2016 }
Dobkwicz, M., Jüttner, T., Freitas da Cruz, H., Heidtke, K., Finkenwirth, T., Kunze, S., Hänold, S., Nwankwo, I., Forgó, N., Schröder, C., Graf, N.: Implementation and Demonstration of the p-BioSPRE Metabiobank Platform. Demo at the 15th World Congress on Health and Biomedical Informatics (2015).

[ BibTeX ]

@inproceedings{dobkwicz2015implementation, author = {Dobkwicz, M. and Jüttner, T. and Freitas da Cruz, Harry and Heidtke, K. and Finkenwirth, T. and Kunze, S. and Hänold, S. and Nwankwo, I. and Forgó, N. and Schröder, C. and Graf, N.}, booktitle = {Demo at the 15th World Congress on Health and Biomedical Informatics}, keywords = {myown}, title = {Implementation and Demonstration of the p-BioSPRE Metabiobank Platform}, year = 2015 }

Harry Freitas da Cruz, MBA

Research Assistant, PhD Candidate

Research Topics

Projects

Teaching

Publications

Contact

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Events

News

30.11.2018 | Digital Health: Aufbruch in ein neues Zeitalter

30.08.2018 | Data scientist Christoph Lippert is joining the Digital Engineering Faculty of Hasso Plattner Institute at the University of Potsdam

26.08.2018 | Bald misst das Handy die Herztöne

05.07.2018 | Digitalization: More Courage to Innovate

28.06.2018 | Master of Science in Digital Health