Ludwig Christian G. Hinske

12 papers Misc 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comparing supervised machine learning algorithms for the prediction of partial arterial pressure of oxygen during craniotomy.
BMC Medical Informatics Decis. Mak.
Andrea S. Gutmann, Maximilian M. Mandl, Clemens Rieder, Dominik J. Hoechter, Konstantin Dietz, Benjamin P. Geisler, Anne-Laure Boulesteix, Roland Tomasi, Ludwig Christian G. Hinske
2025 J jnl
ML Auditing and Reproducibility: Applying a Core Criteria Catalog to an Early Sepsis Onset Detection System.
IEEE Access
Markus Schwarz, Ludwig Christian G. Hinske, Ulrich Mansmann, Fady Albashiti
2024 — conf
A Comparative Analysis of Federated and Centralized Learning for SpO
MIE
Johanna Schwinn, Seyedmostafa Sheikhalishahi, Matthaeus Morhart, Mathias Kaspar, Ludwig Christian G. Hinske
2024 J jnl
Designing an ML Auditing Criteria Catalog as Starting Point for the Development of a Framework.
IEEE Access
Markus Schwarz, Ludwig Christian G. Hinske, Ulrich Mansmann, Fady Albashiti
2024 — conf
Optimizing Data Extraction: Harnessing RAG and LLMs for German Medical Documents.
MIE
Yingding Wang, Simon Leutner, Michael Ingrisch, Christoph Klein, Ludwig Christian G. Hinske, Katharina Danhauser
2024 J jnl
Predicting blood transfusion demand in intensive care patients after surgery by comparative analysis of temporally extended data selection.
BMC Medical Informatics Decis. Mak.
Seyedmostafa Sheikhalishahi, Sebastian Goss, Lea Katharina Seidlmayer, Sarra Zaghdoudi, Ludwig Christian G. Hinske, Mathias Kaspar
2024 — conf
Simplifying Multiparty Computation: A Client-Driven Metaprotocol for Federated Secure Computing.
GMDS
Johanna Schwinn, Hendrik Ballhausen, Seyedmostafa Sheikhalishahi, Matthaeus Morhart, Mathias Kaspar, Ludwig Christian G. Hinske
2023 J jnl
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions.
J. Am. Medical Informatics Assoc.
Tsung-Ting Kuo, Anh Pham, Maxim E. Edelson, Jihoon Kim, Jason Chan, Yash Gupta, Lucila Ohno-Machado, David M. Anderson, Chandrasekar Balacha, Tyler Bath, Sally L. Baxter, Andrea Becker-Pennrich, Douglas S. Bell, Elmer V. Bernstam, Ngan Chau, Michele E. Day, Jason N. Doctor, Scott L. DuVall, Robert El-Kareh, Renato Florian, Robert W. Follett, Benjamin P. Geisler, Alessandro Ghigi, Assaf Gottlieb, Ludwig Christian G. Hinske, Zhaoxian Hu, Diana Ir, Xiaoqian Jiang, Katherine K. Kim, Tara K. Knight, Jejo D. Koola, Nelson Lee, Ulrich Mansmann, Michael E. Matheny, Daniella Meeker, Zongyang Mou, Larissa Neumann, Nghia H. Nguyen, Nick Anderson, Eunice Park, Paulina Paul, Mark J. Pletcher, Kai W. Post, Clemens Rieder, Clemens Scherer, Lisa M. Schilling, Andrey Soares, Spencer L. SooHoo, Ekin Soysal, Steven Covington, Brian Tep, Brian Toy, Baocheng Wang, Zhen R. Wu, Hua Xu, Yong K. Choi, Kai Zheng, Yujia Zhou, Rachel A Zucker
2023 J jnl
Federated Secure Computing.
Informatics
Hendrik Ballhausen, Ludwig Christian G. Hinske
2021 J jnl
Privacy-protecting, reliable response data discovery using COVID-19 patient observations.
J. Am. Medical Informatics Assoc.
Jihoon Kim, Larissa Neumann, Paulina Paul, Michele E. Day, Michael Aratow, Douglas S. Bell, Jason N. Doctor, Ludwig Christian G. Hinske, Xiaoqian Jiang, Katherine K. Kim, Michael E. Matheny, Daniella Meeker, Mark J. Pletcher, Lisa M. Schilling, Spencer L. SooHoo, Hua Xu, Kai Zheng, Lucila Ohno-Machado
2014 J jnl
miRIAD - integrating microRNA inter- and intragenic data.
Database J. Biol. Databases Curation
Ludwig Christian G. Hinske, Gustavo S. França, Hugo A. M. Torres, Daniel T. Ohara, Camila Miranda Lopes-Ramos, Jens Heyn, Luiz F. L. Reis, Lucila Ohno-Machado, Simone Kreth, Pedro A. F. Galante
2009 Misc conf
The Human Factor in Medical Emergency Simulation.
AMIA
Ludwig Christian G. Hinske, Benedikt Sandmeyer, Bert Urban, Patricia M. Hinske, Christian K. Lackner, Marc Lazarovici