Sabine Taschner-Mandl

12 papers B 1C 2Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Preserving Marker Specificity with Lightweight Channel-Independent Representation Learning. CoRR Simon Gutwein, Arthur Longuefosse, Jun Seita, Sabine Taschner-Mandl, Roxane Licandro
2024	—	`conf`	FISHing in Uncertainty: Synthetic Contrastive Learning for Genetic Aberration Detection. UNSURE@MICCAI Simon Gutwein, Martin Kampel, Sabine Taschner-Mandl, Roxane Licandro
2024	J	`jnl`	FISHing in Uncertainty: Synthetic Contrastive Learning for Genetic Aberration Detection. CoRR Simon Gutwein, Martin Kampel, Sabine Taschner-Mandl, Roxane Licandro
2024	C	`conf`	GENUINE: Genomic and Nucleus Information Embedding for Single Cell Genetic Alteration Classification in Microscopic Images. ICPRAM Simon Gutwein, Martin Kampel, Sabine Taschner-Mandl, Roxane Licandro
2024	J	`jnl`	Interpretable Embeddings for Segmentation-Free Single-Cell Analysis in Multiplex Imaging. CoRR Simon Gutwein, Daria Lazic, Thomas Walter, Sabine Taschner-Mandl, Roxane Licandro
2021	J	`jnl`	Evaluation of Deep Learning Architectures for Complex Immunofluorescence Nuclear Image Segmentation. IEEE Trans. Medical Imaging Florian Kromp, Lukas Fischer, Eva Bozsaky, Inge M. Ambros, Wolfgang Dörr, Klaus Beiske, Peter F. Ambros, Allan Hanbury, Sabine Taschner-Mandl
2019	—	`conf`	A Visual Analytics Approach for Patient Stratification and Biomarker Discovery. VCBM Shiva Alemzadeh, Florian Kromp, Bernhard Preim, Sabine Taschner-Mandl, Katja Bühler
2019	J	`jnl`	Deep Learning architectures for generalized immunofluorescence based nuclear image segmentation. CoRR Florian Kromp, Lukas Fischer, Eva Bozsaky, Inge Ambros, Wolfgang Doerr, Sabine Taschner-Mandl, Peter Ambros, Allan Hanbury
2019	J	`jnl`	DeepSNP: An End-to-End Deep Neural Network with Attention-Based Localization for Breakpoint Detection in Single-Nucleotide Polymorphism Array Genomic Data. J. Comput. Biol. Hamid Eghbal-zadeh, Lukas Fischer, Niko Popitsch, Florian Kromp, Sabine Taschner-Mandl, Teresa Gerber, Eva Bozsaky, Peter F. Ambros, Inge M. Ambros, Gerhard Widmer, Bernhard Alois Moser
2018	J	`jnl`	Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data. CoRR Hamid Eghbal-zadeh, Lukas Fischer, Niko Popitsch, Florian Kromp, Sabine Taschner-Mandl, Khaled Koutini, Teresa Gerber, Eva Bozsaky, Peter F. Ambros, Inge M. Ambros, Gerhard Widmer, Bernhard Alois Moser
2016	B	`conf`	Machine learning framework incorporating expert knowledge in tissue image annotation. ICPR Florian Kromp, Inge Ambros, Tamara Weiss, Dominik Bogen, Helena Dodig, Maria Berneder, Teresa Gerber, Sabine Taschner-Mandl, Peter Ambros, Allan Hanbury
2014	C	`conf`	Semi-automated segmentation of neuroblastoma nuclei using the gradient energy tensor: a user driven approach. ICMV Florian Kromp, Sabine Taschner-Mandl, Magdalena Schwarz, Johanna Blaha, Tamara Weiss, Peter F. Ambros, Michael Reiter