Achim Hekler

According to our database, Achim Hekler authored at least 13 papers between 2010 and 2024.

Collaborative distances:

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

2024

Clinical Melanoma Diagnosis with Artificial Intelligence: Insights from a Prospective Multicenter Study.

Lukas Heinlein, Roman C. Maron, Achim Hekler, Sarah Haggenmüller, Christoph Wies, Jochen S. Utikal, Friedegund Meier, Sarah Hobelsberger, Frank Friedrich Gellrich, Mildred Sergon, Axel Hauschild, Lars E. French, Lucie Heinzerling, Justin G. Schlager, Kamran Ghoreschi, Max Schlaak, Franz J. Hilke, Gabriela Poch, Sören Korsing, Carola Berking, Markus V. Heppt, Michael Erdmann, Sebastian Haferkamp, Konstantin Drexler, Dirk Schadendorf, Wiebke Sondermann, Matthias Goebeler, Bastian Schilling, Eva Krieghoff-Henning, Titus J. Brinker

CoRR, 2024

2023

Using Multiple Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning: A Prognostic Diagnostic Accuracy Study.

Achim Hekler, Roman C. Maron, Sarah Haggenmüller, Max Schmitt, Christoph Wies, Jochen S. Utikal, Friedegund Meier, Sarah Hobelsberger, Frank Friedrich Gellrich, Mildred Sergon, Axel Hauschild, Lars E. French, Lucie Heinzerling, Justin G. Schlager, Kamran Ghoreschi, Max Schlaak, Franz J. Hilke, Gabriela Poch, Sören Korsing, Carola Berking, Markus V. Heppt, Michael Erdmann, Sebastian Haferkamp, Konstantin Drexler, Dirk Schadendorf, Wiebke Sondermann, Matthias Goebeler, Bastian Schilling, Jakob Nikolas Kather, Eva Krieghoff-Henning, Titus J. Brinker

CoRR, 2023

Test Time Augmentation Meets Post-hoc Calibration: Uncertainty Quantification under Real-World Conditions.

Achim Hekler, Titus J. Brinker, Florian Buettner

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2013

Optimal sequence-based LQG control over TCP-like networks subject to random transmission delays and packet losses.

Jörg Fischer, Achim Hekler, Maxim Dolgov, Uwe D. Hanebeck

Proceedings of the American Control Conference, 2013

2012

Control over unreliable networks based on control input densities.

Achim Hekler, Jörg Fischer, Uwe D. Hanebeck

Proceedings of the 15th International Conference on Information Fusion, 2012

State estimation in Networked Control Systems.

Jörg Fischer, Achim Hekler, Uwe D. Hanebeck

Proceedings of the 15th International Conference on Information Fusion, 2012

Sequence-based control for networked control systems based on virtual control inputs.

Achim Hekler, Jörg Fischer, Uwe D. Hanebeck

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Stochastic nonlinear model predictive control based on progressive density simplification.

Christof Chlebek, Achim Hekler, Uwe D. Hanebeck

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Open-loop feedback control of nonlinear stochastic systems based on deterministic dirac mixture densities.

Achim Hekler, Christof Chlebek, Uwe D. Hanebeck

Proceedings of the American Control Conference, 2012

2011

Stochastic nonlinear open-loop feedback control with guaranteed error bounds using compactly supported wavelets.

Achim Hekler, Martin Kiefel, Uwe D. Hanebeck

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010

Robust model predictive control with least favorable measurements.

Daniel Lyons, Achim Hekler, Markus Kuderer, Uwe D. Hanebeck

Proceedings of the 2010 IEEE Conference on Multisensor Fusion and Integration for Intelligent Systems, 2010

Nonlinear Bayesian estimation with compactly supported wavelets.

Achim Hekler, Martin Kiefel, Uwe D. Hanebeck

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Nonlinear Model Predictive Control Considering Stochastic and Systematic Uncertainties with Sets of Densities.

Achim Hekler, Daniel Lyons, Benjamin Noack, Uwe D. Hanebeck

Proceedings of the IEEE International Conference on Control Applications, 2010