Dr. Florian Kromp
Senior Researcher Data Science
Publikationen
-
- 8
- 2021
- Florian Kromp
- D. Lazic
- F. Rifatbegovic
- P. Repiscak
- M. Kirr
- F. Mivalt
- F. Halbritter
- M. Bernkopf
- A. Bileck
- M. Ussowicz
- I.M. Ambros
- P.F. Ambros
- C. Gerner
- R. Ladenstein
- C. Ostalecki
- S. Taschner-Mandl
Landscape of Bone Marrow Metastasis in Human Neuroblastoma Unraveled by Transcriptomics and Deep Multiplex Imaging
-
- 7
- 2021
- Florian Kromp
- Lukas Fischer
- Eva Bozsaky
- Inge M. Ambros
- Wolfgang Dörr
- Klaus Beiske
- Peter F. Ambros
- Allan Hanbury
- Sabine Taschner-Mandl
Evaluation of Deep Learning architectures for complex immunofluorescence nuclear image segmentation
-
- 6
- 2019
- Florian Kromp
- Magdalena Ambros
- Maria Berneder
- Lukas Fischer
- Marco Feuerstein
- Allan Hanbury
- Inge M. Ambros
- Peter F. Ambros
- Sabine Taschner-Mandl
Spot detection at the single cell level: A computational approach to analyse ifish spots in consecutive sections of heterogeneous neuroblastoma tumors
-
- 12
- 2018
- 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 A. Moser
Deep SNP: An end-to-end deep neural network with attention-based localization for break-point detection in SNP array genomic data
-
- 10
- 2018
- Daria Lazic
- Florian Kromp
- Fikert Rifatbegovic
- Lukas Fischer
- Christian Ostalecki
- Inge M. Ambros
- Peter F. Ambros
- Sabine Taschner-Mandl
Characterizing new tumor biomarkers and the microenvironment of the metastatic bone marrow niche in stage M neuroblastoma using quantitative imaging and deep-learning based feature extraction
-
- 10
- 2018
- Daria Lazic
- Florian Kromp
- Fikert Rifatbegovic
- Lukas Fischer
- Christian Ostalecki
- Inge M. Ambros
- Peter F. Ambros
- Sabine Taschner-Mandl
Towards characterizing new biomarkers for disseminated tumor cells and the microenvironment of the metastatic bone marrow niche in stage M neuroblastoma
-
- 7
- 2018
- 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 A. Moser
Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data
-
- 5
- 2018
- Florian Kromp
- S. Taschner-Mandl
- M. Ambros
- M. Berneder
- Lukas Fischer
- M. Feuerstein
- A. Hanbury
- I. Ambros
- P. Ambros
Deep learning-based tool to analyze I-FISH spots in consecutive sections of heterogeneously amplified neuroblastoma tumors