Nassim Bouteldja

发表

Recommendations on test datasets for evaluating AI solutions in pathology

P. Boor, P. Hufnagl, Mateo Rojas-Carulla, 2022, ArXiv.

Current kidney function parameters overestimate kidney tissue repair in reversible experimental kidney disease.

P. Boor, M. Thorsteinsdóttir, M. Mack, 2022, Kidney international.

Large-scale extraction of interpretable features provides new insights into kidney histopathology – A proof-of-concept study

P. Boor, D. Merhof, M. Gadermayr, 2022, Journal of pathology informatics.

Improving unsupervised stain-to-stain translation using self-supervision and meta-learning

P. Boor, D. Merhof, Nassim Bouteldja, 2021, Journal of pathology informatics.

Recommendations on compiling test datasets for evaluating artificial intelligence solutions in pathology

P. Boor, P. Hufnagl, Mateo Rojas-Carulla, 2022, Modern Pathology.

Immune cell infiltration pattern in non-small cell lung cancer PDX models is a model immanent feature and correlates with a distinct molecular and phenotypic make-up

F. Feuerhake, D. Merhof, E. Oswald, 2022, Journal for ImmunoTherapy of Cancer.

Detection of PatIent-Level distances from single cell genomics and pathomics data with Optimal Transport (PILOT)

Ivan G. Costa, Mingbo Cheng, R. Coppo, 2022, bioRxiv.

Learning to Predict Ischemic Stroke Growth on Acute CT Perfusion Data by Interpolating Low-Dimensional Shape Representations

Christian Lucas, Mattias P. Heinrich, André Kemmling, 2018, Front. Neurol..

Deep Learning-Based Segmentation and Quantification in Experimental Kidney Histopathology.

Peter Bankhead, Dorit Merhof, Peter Boor, 2020, Journal of the American Society of Nephrology : JASN.

Next-Generation Morphometry for pathomics-data mining in histopathology

Ivan G. Costa, P. Boor, Mingbo Cheng, 2023, Nature Communications.

Tackling stain variability using CycleGAN-based stain augmentation

P. Boor, R. D. Bülow, Nassim Bouteldja, 2022, Journal of pathology informatics.

OBELISK‐Net: Fewer layers to solve 3D multi‐organ segmentation with sparse deformable convolutions

Nassim Bouteldja, Mattias P Heinrich, Ozan Oktay, 2019, Medical Image Anal..

Detection of PatIent-Level distances from single cell genomics and pathomics data with Optimal Transport (PILOT)

Ivan G. Costa, Mingbo Cheng, R. Coppo, 2023, bioRxiv.

Stain-independent deep learning-based analysis of digital kidney histopathology.

P. Boor, C. Daniel, R. D. Bülow, 2022, The American journal of pathology.

XC- A language for embedded rule based systems

Juha Kuusela, Markku Tamminen, Jari Arkko, 1987, SIGP.

PDGF-D is dispensable for the development and progression of murine Alport syndrome.

E. Buhl, Nassim Bouteldja, B. Klinkhammer, 2024, The American journal of pathology.

Finerenone Added to RAS/SGLT2 Blockade for CKD in Alport Syndrome. Results of a Randomized Controlled Trial with Col4a3−/− Mice

P. Boor, R. D. Bülow, P. Romagnani, 2023, Journal of the American Society of Nephrology : JASN.