Harry Freitas Da Cruz

According to our database, Harry Freitas Da Cruz authored at least 10 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Standardizing clinical predictive modeling (Standardisierung der klinischen Vorhersagemodellierung)

Harry Freitas Da Cruz

PhD thesis, 2021

Using interpretability approaches to update "black-box" clinical prediction models: an external validation study in nephrology.

Harry Freitas Da Cruz, Boris Pfahringer, Tom Martensen, Frederic Schneider, Alexander Meyer, Erwin P. Böttinger, Matthieu-P. Schapranow

Artif. Intell. Medicine, 2021

2020

Position Matters: Sensor Placement for Sitting Posture Classification.

Arpita Mallikarjuna Kappattanavar, Harry Freitas Da Cruz, Bert Arnrich, Erwin P. Böttinger

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

2019

An Information and Communication Platform Supporting Analytics for Elderly Care.

Orhan Konak, Harry Freitas Da Cruz, Marvin Thiele, David Golla, Matthieu-P. Schapranow

Proceedings of the 5th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2019

Prediction of Acute Kidney Injury in Cardiac Surgery Patients: Interpretation using Local Interpretable Model-agnostic Explanations.

Harry Freitas Da Cruz, Frederic Schneider, Matthieu-P. Schapranow

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

A Machine Learning Approach for Non-Invasive Diagnosis of Metabolic Syndrome.

Suparno Datta, Anne Schraplau, Harry Freitas Da Cruz, Jan-Philipp Sachs, Frank Mayer, Erwin P. Böttinger

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

MORPHER - A Platform to Support Modeling of Outcome and Risk Prediction in Health Research.

Harry Freitas Da Cruz, Benjamin Bergner, Orhan Konak, Frederic Schneider, Philipp Bode, Conrad Lempert, Matthieu-P. Schapranow

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

External Validation of a "Black-Box" Clinical Predictive Model in Nephrology: Can Interpretability Methods Help Illuminate Performance Differences?

Harry Freitas Da Cruz, Boris Pfahringer, Frederic Schneider, Alexander Meyer, Matthieu-P. Schapranow

Proceedings of the Artificial Intelligence in Medicine, 2019

2018

HPI-DHC at TREC 2018 Precision Medicine Track.

Michel Oleynik, Erik Faessler, Ariane Morassi Sasso, Arpita Kappattanavar, Benjamin Bergner, Harry Freitas Da Cruz, Jan-Philipp Sachs, Suparno Datta, Erwin P. Böttinger

Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

2016

Early Detection of Acute Kidney Injury with Bayesian Networks.

Harry Freitas Da Cruz, Bastien Grasnick, Henriette Dinger, Frank Bier, Christoph Meinel

Proceedings of the 7th International Symposium on Semantic Mining in Biomedicine, 2016