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Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Clara Betancourt, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Martin G. Schultz, Ribana Roscher, +2 more
30citations -
GraphComm: A Graph-based Deep Learning Method to Predict Cell-Cell Communication in single-cell RNAseq data2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Emily So, Sikander Hayat, Sisira Kadambat Nair, Bo Wang, Benjamin Haibe‐Kains
13citations -
GraphComm predicts cell cell communication using a graph based deep learning method in single cell RNA sequencing data2025 Scientific Reports article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Emily So, Sikander Hayat, Sisira Kadambat Nair, Bo Wang, Benjamin Haibe‐Kains
6citations -
Explainable multi-view framework for dissecting intercellular signaling from highly multiplexed spatial data2021 Research Square preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Jovan Tanevski, Attila Gábor, Ricardo Ramirez Flores, Denis Schapiro, Julio Sáez-Rodríguez
10citations -
Deep learning-based phenotyping reclassifies combined hepatocellular-cholangiocarcinoma2023 Nature Communications article Computer Science AI in cancer detection Open access cited by 1 patent
Julien Caldéraro, Narmin Ghaffari Laleh, Qinghe Zeng, Pascale Maillé, Loëtitia Favre, Anaïs Pujals, +79 more
85citations -
Validation of deep learning techniques for quality augmentation in diffusion MRI for clinical studies2023 NeuroImage Clinical article Medicine Advanced Neuroimaging Techniques and Applications Open access
Santiago Aja‐Fernández, Carmen Martín‐Martín, Álvaro Planchuelo‐Gómez, Abrar Faiyaz, Md Nasir Uddin, Giovanni Schifitto, +38 more
15citations -
Predictive drivers and transferability of multi-scale machine learning based crop yield prediction under drought across European and Asian climates2026 Agricultural Water Management article Agricultural and Biological Sciences Climate change impacts on agriculture Open access
Hempushpa Sahu, Pradeep Kumar Garg, Saurabh Vijay, Antara Dasgupta
10citations -
Distinct morphological features of malignant cells in large B-cell lymphoma identified by soft-segmentation in imaging-based spatial proteomics2025 Blood conference-abstract Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Troy Noordenbos, Marieke E. Ijsselsteijn, Noel de Miranda, Joost S.P. Vermaat, Mohammad Shahrokh Esfahani
0citations -
Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review2021 European Journal of Cancer review Computer Science AI in cancer detection Open access cited by 1 patent
Lucas Schneider, Sara Laiouar-Pedari, Sara Kuntz, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, +3 more
102citations -
Robust Communication and Computation using Deep Learning via Joint Uncertainty Injection2024 International Symposium on Wireless Communication Systems conference-paper Computer Science IoT and Edge/Fog Computing
Robert-Jeron Reifert, Hayssam Dahrouj, Alaa Alameer Ahmad, Haris Gacanin, Aydin Sezgin
5citations -
A Machine Learning Approach to Upscale Net Ecosystem Exchange to a Regional Scale: Integration of Eddy Covariance, Remote Sensing and Reanalysis Data2020 conference-abstract Environmental Science Plant Water Relations and Carbon Dynamics Open access
Oliver Reitz, Alexander Graf, Marius Schmidt, Gunnar Ketzler, Michael Leuchner
0citations -
GIS-Box Improving Data Literacy in Spatial Disciplines - Integrating spatial data modeling, processing and visualization in spatial study programs2022 eCAADe proceedings conference-paper Social Sciences Geography Education and Pedagogy Open access
Noemi Christine Kremer Noemi Christine Kremer, Martin Bangratz, Jakob Beetz, Agnes Förster
0citations