Luis Carlos Rivera Monroy

According to our database, Luis Carlos Rivera Monroy authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

A COCO-Formatted Instance-Level Dataset for Plasmodium Falciparum Detection in Giemsa-Stained Blood Smears.

Frauke Wilm, Luis Carlos Rivera Monroy, Mathias Öttl, Lukas Mürdter, Leonid Mill, Andreas K. Maier

CoRR, July, 2025

Graph neural networks in multi-stained pathological imaging: extended comparative analysis of Radiomic features.

Luis Carlos Rivera Monroy, Leonhard Rist, Christian Ostalecki, Andreas Bauer, Julio Vera, Katharina Breininger, Andreas K. Maier

Int. J. Comput. Assist. Radiol. Surg., March, 2025

Patch-Level Brain Tumor Sub-region Classification Using Foundation Models Under Long-Tailed Data Distributions.

Luis Carlos Rivera Monroy, Martin Mayr, Leonid Mill, Harald Köstler, Andreas K. Maier

Proceedings of the Segmentation, Classification, and Synthesis for Brain Tumors and Traumatic Brain Injuries, 2025

Abstract: Multi-level Cancer Profiling through Joint Cell-graph Representations.

Luis Carlos Rivera Monroy, Leonhard Rist, Frauke Wilm, Christian Ostalecki, Andreas Baur, Julio Vera, Katharina Breininger, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2025, 2025

2024

Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data using Graph Neural Networks.

Luis Carlos Rivera Monroy, Leonhard Rist, Martin Eberhardt, Christian Ostalecki, Andreas Bauer, Julio Vera, Katharina Breininger, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023

Employing Graph Representations for Cell-Level Characterization of Melanoma MELC Samples.

Luis Carlos Rivera Monroy, Leonhard Rist, Martin Eberhardt, Christian Ostalecki, Andreas Baur, Julio Vera, Katharina Breininger, Andreas Maier

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Melanoma Segmentation and Classification Employing Imaging and Graph Encodings.

Luis Carlos Rivera Monroy, Martin Eberhardt, Christian Ostalecki, Andreas Baur, Julio Vera, Andreas K. Maier

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2022

2020

Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-Beam CT.

Jennifer Maier, Luis Carlos Rivera Monroy, Christopher Syben, Yejin Jeon, Jang-Hwan Choi, Mary Elizabeth Hall, Marc E. Levenston, Garry Gold, Rebecca Fahrig, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020