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ORCIDHarry Freitas Da Cruz
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2020 – today
- 2021
[b1]Harry Freitas Da Cruz:
Standardizing clinical predictive modeling (Standardisierung der klinischen Vorhersagemodellierung). University of Potsdam, Germany, 2021- [j1]Harry Freitas Da Cruz, Boris Pfahringer, Tom Martensen, Frederic Schneider, Alexander Meyer, Erwin P. Böttinger, Matthieu-P. Schapranow
:
Using interpretability approaches to update "black-box" clinical prediction models: an external validation study in nephrology. Artif. Intell. Medicine 111: 101982 (2021) - 2020
- [c8]Arpita Mallikarjuna Kappattanavar, Harry Freitas Da Cruz, Bert Arnrich, Erwin P. Böttinger:
Position Matters: Sensor Placement for Sitting Posture Classification. ICHI 2020: 1-6
2010 – 2019
- 2019
- [c7]Harry Freitas Da Cruz, Boris Pfahringer, Frederic Schneider, Alexander Meyer, Matthieu-P. Schapranow:
External Validation of a "Black-Box" Clinical Predictive Model in Nephrology: Can Interpretability Methods Help Illuminate Performance Differences? AIME 2019: 191-201 - [c6]Harry Freitas Da Cruz, Benjamin Bergner, Orhan Konak, Frederic Schneider, Philipp Bode, Conrad Lempert, Matthieu-P. Schapranow:
MORPHER - A Platform to Support Modeling of Outcome and Risk Prediction in Health Research. BIBE 2019: 462-469 - [c5]Suparno Datta, Anne Schraplau, Harry Freitas Da Cruz, Jan-Philipp Sachs, Frank Mayer, Erwin P. Böttinger:
A Machine Learning Approach for Non-Invasive Diagnosis of Metabolic Syndrome. BIBE 2019: 933-940 - [c4]Harry Freitas Da Cruz, Frederic Schneider, Matthieu-P. Schapranow:
Prediction of Acute Kidney Injury in Cardiac Surgery Patients: Interpretation using Local Interpretable Model-agnostic Explanations. HEALTHINF 2019: 380-387 - [c3]Orhan Konak, Harry Freitas Da Cruz, Marvin Thiele, David Golla, Matthieu-P. Schapranow:
An Information and Communication Platform Supporting Analytics for Elderly Care. ICT4AWE 2019: 197-204 - 2018
- [c2]Michel Oleynik, Erik Faessler, Ariane Morassi Sasso, Arpita Kappattanavar, Benjamin Bergner, Harry Freitas Da Cruz, Jan-Philipp Sachs, Suparno Datta, Erwin P. Böttinger:
HPI-DHC at TREC 2018 Precision Medicine Track. TREC 2018 - 2016
- [c1]Harry Freitas Da Cruz, Bastien Grasnick, Henriette Dinger, Frank Bier, Christoph Meinel:
Early Detection of Acute Kidney Injury with Bayesian Networks. SMBM 2016: 29-36
Coauthor Index
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