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Helen Schneider
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2020 – today
- 2024
- [c9]Niklas Wagner, Felix Mätzler, Samed Rouven Vossberg, Helen Schneider, Svetlana Pavlitska, J. Marius Zöllner:
CAGE: Circumplex Affect Guided Expression Inference. CVPR Workshops 2024: 4683-4692 - [i5]Sven Ochs, Jens Doll, Daniel Grimm, Tobias Fleck, Marc Heinrich, Stefan Orf, Albert Schotschneider, Helen Gremmelmaier, Rupert Polley, Svetlana Pavlitska, Maximilian Zipfl, Helen Schneider, Ferdinand Mütsch, Daniel Bogdoll, Florian Kuhnt, Philip Schörner, Marc René Zofka, J. Marius Zöllner:
One Stack to Rule them All: To Drive Automated Vehicles, and Reach for the 4th level. CoRR abs/2404.02645 (2024) - [i4]Niklas Wagner, Felix Mätzler, Samed Rouven Vossberg
, Helen Schneider, Svetlana Pavlitska, J. Marius Zöllner:
CAGE: Circumplex Affect Guided Expression Inference. CoRR abs/2404.14975 (2024) - [i3]Helen Schneider, Sebastian Nowak, Aditya Parikh, Yannik C. Layer, Maike Theis, Wolfgang Block, Alois M. Sprinkart, Ulrike I. Attenberger, Rafet Sifa:
Informed Deep Abstaining Classifier: Investigating noise-robust training for diagnostic decision support systems. CoRR abs/2410.21014 (2024) - 2023
- [j3]Helen Schneider
Managing Local Health System Interdependencies: Referral and Outreach Systems for Maternal and Newborn Health in Three South African Districts. Syst. 11(9): 462 (2023) - [c8]Rebecca Kador, Helen Schneider, David Biesner, Babette Dellen, Rafet Sifa:
Learning the Dynamics of Concentration Fields in Vascular Stenosis with Deep Hidden Physics Models. IEEE Big Data 2023: 2523-2528 - [c7]Helen Schneider, Priya Priya, David Biesner, Rebecca Kador, Yannik C. Layer, Maike Theis, Sebastian Nowak, Alois M. Sprinkart
Is one label all you need? Single positive multi-label training in medical image analysis. IEEE Big Data 2023: 4963-4972 - [c6]Helen Schneider, David Biesner, Akash Ashokan, Maximilian Broß, Rebecca Kador, Sandra Halscheidt, Gabor Bagyo, Peter Dankerl, Haissam Ragab, Jin Yamamura, Christoph Labisch, Rafet Sifa:
Segmentation and Analysis of Lumbar Spine MRI Scans for Vertebral Body Measurements. ESANN 2023 - [c5]Helen Schneider, Elif Cansu Yildiz, David Biesner, Yannik C. Layer, Benjamin Wulff, Sebastian Nowak, Maike Theis, Alois M. Sprinkart
Symmetry-Aware Siamese Network: Exploiting Pathological Asymmetry for Chest X-Ray Analysis. ICANN (4) 2023: 165-176 - 2022
- [c4]Helen Schneider, David Biesner, Sebastian Nowak, Yannik C. Layer, Maike Theis, Wolfgang Block, Benjamin Wulff, Alois M. Sprinkart
Improving Intensive Care Chest X-Ray Classification by Transfer Learning and Automatic Label Generation. ESANN 2022 - [c3]David Biesner, Helen Schneider, Benjamin Wulff, Ulrike I. Attenberger, Rafet Sifa:
Improving Chest X-Ray Classification by RNN-based Patient Monitoring. ICMLA 2022: 946-950 - [c2]Helen Schneider, Max Lübbering, Rebecca Kador, Maximilian Broß, Priya Priya, David Biesner, Benjamin Wulff, Thiago Bell Felix de Oliveira, Yannik C. Layer, Ulrike I. Attenberger, Rafet Sifa:
Towards Symmetry-Aware Pneumonia Detection on Chest X-Rays. SSCI 2022: 543-550 - [i2]Christian Bauckhage, Helen Schneider, Benjamin Wulff, Rafet Sifa:
Gradient Flows for L2 Support Vector Machine Training. CoRR abs/2208.04365 (2022) - [i1]David Biesner, Helen Schneider, Benjamin Wulff, Ulrike I. Attenberger, Rafet Sifa:
Improving Chest X-Ray Classification by RNN-based Patient Monitoring. CoRR abs/2210.16074 (2022) - 2021
- [c1]Nico Aßfalg, Helen Schneider, Tobias Käfer:
Integrated Planning and Execution on Read-Write Linked Data. ATAC@ISWC 2021: 25-31
2010 – 2019
- 2014
- [j2]Sunisha Neupane, Willem Odendaal, Irwin Friedman, Waasila Jassat
Comparing a paper based monitoring and evaluation system to a mHealth system to support the national community health worker programme, South Africa: an evaluation. BMC Medical Informatics Decis. Mak. 14: 69 (2014) - 2012
- [j1]Natalie Leon, Helen Schneider
Applying a framework for assessing the health system challenges to scaling up mHealth in South Africa. BMC Medical Informatics Decis. Mak. 12: 123 (2012)
Coauthor Index
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