Harry Freitas Da Cruz

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 9

Top Topics

Cardiac Surgery

Predictive Model

Early Detection

Top Venues

Artif. Intell. Medicine

Publications

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 (2021)
Arpita Mallikarjuna Kappattanavar, Harry Freitas Da Cruz, Bert Arnrich, Erwin P. Böttinger
Position Matters: Sensor Placement for Sitting Posture Classification. ICHI (2020)
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)
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)
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)
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)
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)
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)
Harry Freitas Da Cruz, Bastien Grasnick, Henriette Dinger, Frank Bier, Christoph Meinel
Early Detection of Acute Kidney Injury with Bayesian Networks. SMBM (2016)