Luis Carlos Rivera Monroy, M. Sc.

2025

Journal Articles

• Petzold A., Wessely A., Erdmann M., Schliep S., Schreml S., Rivera Monroy LC., Vera J., Drexler K., Niebel D., Hayani KM., Kiesewetter F., Berking C., Koch E., Heppt M.:
  An artificial intelligence model of whole-slide pathology specimens differentiating cutaneous high-grade squamous proliferations
  In: Virchows Archiv 487 (2025), p. 1047-1058
  ISSN: 0945-6317
  DOI: 10.1007/s00428-025-04272-6
  BibTeX: Download

2024

Journal Articles

• Rivera Monroy LC., Rist L., Ostalecki C., Bauer A., Vera J., Breininger K., Maier A.:
  Graph neural networks in multi-stained pathological imaging: extended comparative analysis of Radiomic features
  In: International Journal of Computer Assisted Radiology and Surgery (2024)
  ISSN: 1861-6410
  DOI: 10.1007/s11548-024-03277-x
  BibTeX: Download
• Rivera Monroy LC., Rist L., Wilm F., Ostalecki C., Baur A., Vera González J., Breininger K., Maier A.:
  Multi-level cancer profiling through joint cell-graph representations
  In: Smart Health 32 (2024), p. 100470
  ISSN: 2352-6483
  DOI: 10.1016/j.smhl.2024.100470
  BibTeX: Download

Conference Contributions

• Rivera Monroy LC., Rist L., Eberhardt M., Ostalecki C., Bauer A., Vera J., Breininger K., Maier A.:
  Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data using Graph Neural Networks
  Bildverarbeitung für die Medizin 2024 (Erlangen, March 10, 2024 - March 12, 2024)
  DOI: 10.1007/978-3-658-44037-4_49
  BibTeX: Download

2023

Conference Contributions

• Rivera Monroy LC., Rist L., Eberhardt M., Ostalecki C., Baur A., Vera J., Breininger K., Maier A.:
  Employing Graph Representations for Cell-Level Characterization of Melanoma MELC Samples
  IEEE International Symposium on Biomedical Imaging (Cartagena, April 18, 2023 - April 21, 2023)
  In: IEEE (ed.): 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
  DOI: 10.1109/ISBI53787.2023.10230519
  BibTeX: Download

2022

Conference Contributions

• Rivera Monroy LC., Eberhardt M., Ostalecki C., Baur A., Vera J., Maier A.:
  Melanoma Segmentation and Classification Employing Imaging and Graph Encodings
  7th IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2022 (Washington, DC, November 17, 2022 - November 19, 2022)
  In: Proceedings - 2022 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2022 2022
  DOI: 10.1145/3551455.3559153
  BibTeX: Download

2020

Book Contributions

• Maier J., Rivera Monroy LC., Syben-Leisner C., Jeon Y., Choi JH., Hall M., Levenston M., Gold G., Fahrig R., Maier A.:
  Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-Beam CT
  In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: Springer Vieweg, 2020, p. 67-72 (Informatik aktuell)
  ISBN: 9783658292669
  DOI: 10.1007/978-3-658-29267-6_14
  BibTeX: Download

2018

Journal Articles

• Winzeck S., Hakim A., Mckinley R., Pinto JAADSR., Alves V., Silva C., Pisov M., Krivov E., Belyaev M., Monteiro M., Oliveira A., Choi Y., Palk MC., Kwon Y., Lee H., Kim BJ., Won JH., Islam M., Ren H., Robben D., Suetens P., Gong E., Niu Y., Xu J., Pauly JM., Lucas C., Heinrich MP., Rivera LC., Castillo LS., Daza LA., Beers AL., Arbelaers P., Maier O., Chang K., Brown JM., Kapalthy-Cramer J., Zaharchuk G., Wiest R., Reyes M.:
  ISLES 2016 and 2017-benchmarking ischemic stroke lesion outcome prediction based on multispectral MRI
  In: Frontiers in Neurology 9 (2018), Article No.: 679
  ISSN: 1664-2295
  DOI: 10.3389/fneur.2018.00679
  BibTeX: Download

Conference Contributions

• Silvana Castillo L., Alexandra Daza L., Rivera LC., Arbelaez P.:
  Brain Tumor segmentation and parsing on MRIs using multiresolution neural networks
  3rd International Workshop on Brainlesion, BrainLes 2017 Held in Conjunction with Medical Image Computing for Computer Assisted Intervention , MICCAI 2017 (Quebec City, QC, September 14, 2017 - September 14, 2017)
  In: Bjoern Menze, Alessandro Crimi, Hugo Kuijf, Mauricio Reyes, Spyridon Bakas (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2018
  DOI: 10.1007/978-3-319-75238-9_29
  BibTeX: Download

2017

Conference Contributions

• Silvana Castillo L., Alexandra Daza L., Rivera LC., Arbelaez P.:
  Volumetric multimodality neural network for brain tumor segmentation
  13th International Conference on Medical Information Processing and Analysis, SIPAIM 2017 (San Andres Island, October 5, 2017 - October 7, 2017)
  In: Natasha Lepore, Jorge Brieva, Juan David Garcia, Eduardo Romero (ed.): Proceedings of SPIE - The International Society for Optical Engineering 2017
  DOI: 10.1117/12.2285942
  BibTeX: Download