Helen Schneider

26 papers B 5C 1Journal 14Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Generalizing Abstention for Noise-Robust Learning in Medical Image Segmentation. CoRR Wesam Moustafa, Hossam Elsafty, Helen Schneider, Lorenz Sparrenberg, Rafet Sifa
2025	J	`jnl`	Benchmark Success, Clinical Failure: When Reinforcement Learning Optimizes for Benchmarks, Not Patients. CoRR Armin Berger, Manuela Bergau, Helen Schneider, Saad Ahmad, Tom Anglim Lagones, Gianluca Brugnara, Martha Foltyn-Dumitru, Kai Schlamp, Philipp Vollmuth, Rafet Sifa
2025	—	`conf`	DEAP DIVE: Dataset Investigation with Vision Transformers for EEG Evaluation. ICCVW Annemarie Hoffsornmer, Helen Schneider, Svetlana Pavlitska, Johann Marius Zöllner
2025	J	`jnl`	DEAP DIVE: Dataset Investigation with Vision transformers for EEG evaluation. CoRR Annemarie Hoffsommer, Helen Schneider, Svetlana Pavlitska, J. Marius Zöllner
2025	—	`conf`	Datasets for Valence and Arousal Inference: A Survey. CVPR Workshops Helen Schneider, Svetlana Pavlitska, Helen Gremmelmaier, Marius Zöllner
2025	J	`jnl`	Datasets for Valence and Arousal Inference: A Survey. CoRR Helen Schneider, Svetlana Pavlitska, Helen Gremmelmaier, J. Marius Zöllner
2025	B	`conf`	First Investigation of Deep Learning for Intraoperative Gauze Segmentation in Minimally Invasive Abdominal Surgery. DSAA Priya Tomar, Maximilian Broß, Philipp Feodorovici, Jan Arensmeyer, Philipp Leifels, Aditya Parikh, Hanno Matthaei, Christian Bauckhage, Helen Schneider, Rafet Sifa
2024	—	`conf`	CAGE: Circumplex Affect Guided Expression Inference. CVPR Workshops Niklas Wagner, Felix Mätzler, Samed Rouven Vossberg, Helen Schneider, Svetlana Pavlitska, J. Marius Zöllner
2024	J	`jnl`	CAGE: Circumplex Affect Guided Expression Inference. CoRR Niklas Wagner, Felix Mätzler, Samed Rouven Vossberg, Helen Schneider, Svetlana Pavlitska, J. Marius Zöllner
2024	J	`jnl`	Informed Deep Abstaining Classifier: Investigating noise-robust training for diagnostic decision support systems. CoRR Helen Schneider, Sebastian Nowak, Aditya Parikh, Yannik C. Layer, Maike Theis, Wolfgang Block, Alois M. Sprinkart, Ulrike I. Attenberger, Rafet Sifa
2024	J	`jnl`	One Stack to Rule them All: To Drive Automated Vehicles, and Reach for the 4th level. CoRR 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
2023	B	`conf`	Is one label all you need? Single positive multi-label training in medical image analysis. IEEE Big Data Helen Schneider, Priya Priya, David Biesner, Rebecca Kador, Yannik C. Layer, Maike Theis, Sebastian Nowak, Alois M. Sprinkart, Ulrike I. Attenberger, Rafet Sifa
2023	B	`conf`	Learning the Dynamics of Concentration Fields in Vascular Stenosis with Deep Hidden Physics Models. IEEE Big Data Rebecca Kador, Helen Schneider, David Biesner, Babette Dellen, Rafet Sifa
2023	J	`jnl`	Managing Local Health System Interdependencies: Referral and Outreach Systems for Maternal and Newborn Health in Three South African Districts. Syst. Helen Schneider, Solange Mianda, Willem Odendaal, Terusha Chetty
2023	B	`conf`	Segmentation and Analysis of Lumbar Spine MRI Scans for Vertebral Body Measurements. ESANN Helen Schneider, David Biesner, Akash Ashokan, Maximilian Broß, Rebecca Kador, Sandra Halscheidt, Gabor Bagyo, Peter Dankerl, Haissam Ragab, Jin Yamamura, Christoph Labisch, Rafet Sifa
2023	—	`conf`	Symmetry-Aware Siamese Network: Exploiting Pathological Asymmetry for Chest X-Ray Analysis. ICANN (4) Helen Schneider, Elif Cansu Yildiz, David Biesner, Yannik C. Layer, Benjamin Wulff, Sebastian Nowak, Maike Theis, Alois M. Sprinkart, Ulrike I. Attenberger, Rafet Sifa
2022	J	`jnl`	Gradient Flows for L2 Support Vector Machine Training. CoRR Christian Bauckhage, Helen Schneider, Benjamin Wulff, Rafet Sifa
2022	C	`conf`	Improving Chest X-Ray Classification by RNN-based Patient Monitoring. ICMLA David Biesner, Helen Schneider, Benjamin Wulff, Ulrike I. Attenberger, Rafet Sifa
2022	J	`jnl`	Improving Chest X-Ray Classification by RNN-based Patient Monitoring. CoRR David Biesner, Helen Schneider, Benjamin Wulff, Ulrike I. Attenberger, Rafet Sifa
2022	B	`conf`	Improving Intensive Care Chest X-Ray Classification by Transfer Learning and Automatic Label Generation. ESANN Helen Schneider, David Biesner, Sebastian Nowak, Yannik C. Layer, Maike Theis, Wolfgang Block, Benjamin Wulff, Alois M. Sprinkart, Ulrike I. Attenberger, Rafet Sifa
2022	—	`conf`	Towards Symmetry-Aware Pneumonia Detection on Chest X-Rays. SSCI 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
2021	—	`conf`	Integrated Planning and Execution on Read-Write Linked Data. ATAC@ISWC Nico Aßfalg, Helen Schneider, Tobias Käfer
2016	J	`jnl`	What CS grads should know about information assurance and security: panel discussion. J. Comput. Sci. Coll. Dannie M. Stanley, Joel Rasmus, James Caristi, Helen Schneider, Tom Coyle, C. Matthew Curtin
2014	J	`jnl`	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. Sunisha Neupane, Willem Odendaal, Irwin Friedman, Waasila Jassat, Helen Schneider, Tanya Doherty
2013	J	`jnl`	Good doc, bad doc: teaching effective documentation in programming courses. J. Comput. Sci. Coll. Craig Gunnett, Helen Schneider, Robert C. Green II
2012	J	`jnl`	Applying a framework for assessing the health system challenges to scaling up mHealth in South Africa. BMC Medical Informatics Decis. Mak. Natalie Leon, Helen Schneider, Emmanuelle Daviaud