Luis Rivera Monroy

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Lehrstuhl für Informatik 5 (Mustererkennung) Department of Dermatology

Publications

(9)

Graph Neural Networks in Multi-Stained Pathological Imaging: Extended Comparative Analysis of Radiomic Features (2025) Rivera Monroy L, Rist L, Ostalecki C, Bauer A, Vera González J, Breininger K, Maier A Unpublished / Preprint Multi-level cancer profiling through joint cell-graph representations (2024) Rivera Monroy L, Rist L, Wilm F, Ostalecki C, Baur A, Vera González J, Breininger K, Maier A Journal article Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data using Graph Neural Networks (2024) Rivera Monroy L, Rist L, Eberhardt M, Ostalecki C, Bauer A, Vera J, Breininger K, Maier A Conference contribution Employing Graph Representations for Cell-Level Characterization of Melanoma MELC Samples (2023) Rivera Monroy L, Rist L, Eberhardt M, Ostalecki C, Baur A, Vera J, Breininger K, Maier A Conference contribution Melanoma Segmentation and Classification Employing Imaging and Graph Encodings (2022) Rivera Monroy L, Eberhardt M, Ostalecki C, Baur A, Vera J, Maier A Conference contribution Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-Beam CT (2020) Maier J, Rivera Monroy L, Syben-Leisner C, Jeon Y, Choi JH, Hall M, Levenston M, et al. Book chapter / Article in edited volumes ISLES 2016 and 2017-benchmarking ischemic stroke lesion outcome prediction based on multispectral MRI (2018) Winzeck S, Hakim A, Mckinley R, Pinto JAADSR, Alves V, Silva C, Pisov M, et al. Journal article Brain Tumor segmentation and parsing on MRIs using multiresolution neural networks (2018) Silvana Castillo L, Alexandra Daza L, Rivera LC, Arbelaez P Conference contribution Volumetric multimodality neural network for brain tumor segmentation (2017) Silvana Castillo L, Alexandra Daza L, Rivera LC, Arbelaez P Conference contribution