Dalia Rodriguez Salas

2024

Journal Articles

• Martín Vicario C., Rodriguez Salas D., Maier A., Hock S., Kuramatsu J., Kallmünzer B., Thamm F., Taubmann O., Ditt H., Schwab S., Dörfler A., Mühlen I.:
  Uncertainty-aware deep learning for trustworthy prediction of long-term outcome after endovascular thrombectomy
  In: Scientific Reports 14 (2024), Article No.: 5544
  ISSN: 2045-2322
  DOI: 10.1038/s41598-024-55761-8
  BibTeX: Download

Conference Contributions

• Rodriguez Salas D., Rieß C., Martín Vicario C., Taubmann O., Ditt H., Schwab S., Dörfler A.:
  Analysing Variables for 90-Day Functional-Outcome Prediction of Endovascular Thrombectomy
  28th Annual Conference on Medical Image Understanding and Analysis (Manchester, July 24, 2024 - September 26, 2024)
  In: Moi Hoon Yap, Connah Kendrick, Ardhendu Behera, Timothy Cootes, Reyer Zwiggelaar (ed.): Medical Image Understanding and Analysis. 28th Annual Conference, MIUA 2024, Manchester, UK, July 24–26, 2024, Proceedings, Part II, Cham: 2024
  DOI: 10.1007/978-3-031-66958-3_15
  BibTeX: Download
• van der Loop J., Kordon F., Mayr M., Christlein V., Wu F., Rodriguez Salas D., Weichselbaumer N., Seuret M.:
  ICDAR 2024 Competition on Multi Font Group Recognition and OCR
  18th International Conference on Document Analysis and Recognition, ICDAR 2024 (Athens, GRC, August 30, 2024 - September 4, 2024)
  In: Elisa H. Barney Smith, Marcus Liwicki, Liangrui Peng (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
  DOI: 10.1007/978-3-031-70552-6_23
  URL: https://link.springer.com/chapter/10.1007/978-3-031-70552-6_23
  BibTeX: Download

2023

Journal Articles

• Bhat S., Mansoor A., Georgescu B., Bhandary Panambur A., Ghesu FC., Islam S., Packhäuser K., Rodriguez Salas D., Grbic S., Maier A.:
  AUCReshaping: improved sensitivity at high-specificity
  In: Scientific Reports 13 (2023), Article No.: 21097
  ISSN: 2045-2322
  DOI: 10.1038/s41598-023-48482-x
  BibTeX: Download

Conference Contributions

• Seuret M., Marthot-Santaniello I., White SA., Serbaeva Saraogi O., Agolli S., Carrière G., Rodriguez Salas D., Christlein V.:
  ICDAR 2023 Competition on Detection and Recognition of Greek Letters on Papyri
  17th International Conference on Document Analysis and Recognition - ICDAR 2023 (San José, CA, USA, August 21, 2023 - August 23, 2023)
  In: Fink, G.A., Jain, R., Kise, K., Zanibbi, R. (ed.): Document Analysis and Recognition - ICDAR 2023, Cham: 2023
  DOI: 10.1007/978-3-031-41679-8_29
  BibTeX: Download
• Perez Toro PA., Rodriguez Salas D., Arias Vergara T., Bayerl SP., Klumpp P., Riedhammer KT., Schuster M., Nöth E., Maier A., Orozco Arroyave JR.:
  Transferring Quantified Emotion Knowledge for the Detection of Depression in Alzheimer’s Disease Using Forestnets
  International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Rhodes Island, June 4, 2023 - June 10, 2023)
  In: ICASSP 2023 2023
  DOI: 10.1109/ICASSP49357.2023.10095219
  BibTeX: Download
• Rodriguez Salas D., Öttl M., Seuret M., Packhäuser K., Maier A.:
  Using Forestnets for Partial Fine-Tuning Prior to Breast Cancer Detection in Ultrasounds
  2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (Cartagena, Colombia, April 18, 2023 - April 21, 2023)
  In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
  DOI: 10.1109/ISBI53787.2023.10230424
  BibTeX: Download

2022

Journal Articles

• Perez Toro PA., Rodriguez Salas D., Arias Vergara T., Klumpp P., Schuster M., Nöth E., Orozco Arroyave JR., Maier A.:
  Interpreting acoustic features for the assessment of Alzheimer's disease using ForestNet
  In: Smart Health 26 (2022), Article No.: 100347
  ISSN: 2352-6483
  DOI: 10.1016/j.smhl.2022.100347
  BibTeX: Download
• Perez Toro PA., Rodriguez Salas D., Arias Vergara T., Klumpp P., Schuster M., Nöth E., Orozco-Arroyave JR., Maier A.:
  Interpreting acoustic features for the assessment of Alzheimer's disease using ForestNet
  In: Smart Health 26 (2022), Article No.: 100347
  ISSN: 2352-6483
  DOI: 10.1016/j.smhl.2022.100347
  BibTeX: Download

Conference Contributions

• El-Ghoussani A., Rodriguez Salas D., Seuret M., Maier A.:
  GAN-based Augmentation of Mammograms to Improve Breast Lesion Detection
  Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
  In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
  DOI: 10.1007/978-3-658-36932-3_66
  BibTeX: Download
• El-Ghoussani A., Rodriguez Salas D., Seuret M., Maier A.:
  GAN-based Augmentation of Mammograms to Improve Breast Lesion Detection
  German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
  In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
  DOI: 10.1007/978-3-658-36932-3_66
  BibTeX: Download

2021

Conference Contributions

• Rodriguez Salas D., Seuret M., Vesal S., Maier A.:
  Ultrasound Breast Lesion Detection using Extracted Attention Maps from a Weakly Supervised Convolutional Neural Network
  Bildverarbeitung für die Medizin 2021 (Regensburg, March 7, 2021 - March 9, 2021)
  In: Palm, Christoph; Deserno, Thomas M.; Handels, Heinz;Maier, Andreas; Maier-Hein, Klaus;Tolxdorff, Thomas. (ed.): Bildverarbeitung für die Medizin 2021, Wiesbaden: 2021
  DOI: 10.1007/978-3-658-33198-6
  BibTeX: Download

2020

Journal Articles

• Rodriguez Salas D., Mürschberger N., Ravikumar N., Seuret M., Maier A.:
  Mapping Ensembles of Trees to Sparse, Interpretable Multilayer Perceptron Networks
  In: SN Computer Science 1 (2020), Article No.: 252
  ISSN: 2661-8907
  DOI: 10.1007/s42979-020-00268-y
  BibTeX: Download

Conference Contributions

• Rodriguez Salas D., Ravikumar N., Seuret M., Maier A.:
  ForestNet – Automatic Design of Sparse Multilayer Perceptron Network Architectures Using Ensembles of Randomized Trees
  The 5th Asian Conference on Pattern Recognition (Auckland, New Zealand, November 26, 2019 - November 29, 2019)
  In: Pattern Recognition 2020
  DOI: 10.1007/978-3-030-41404-7_3
  URL: https://link.springer.com/chapter/10.1007/978-3-030-41404-7_3
  BibTeX: Download

2017

Conference Contributions

• Maier A., Rodriguez Salas D.:
  Fast and robust selection of highly-correlated features in regression problems
  International Conference on Machine Vision Applications (Nagoya University, Nagoya, Japan, May 8, 2017 - May 12, 2017)
  In: 2017 Fifteenth IAPR International Conference on Machine Vision Applications (MVA) 2017
  DOI: 10.23919/MVA.2017.7986905
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Dalia17-IARP.pdf
  BibTeX: Download

2014

Conference Contributions

• Rodriguez Salas D., Lazo-Cortés MS., Mollineda RA., Olvera-López A., de la Calleja J., Benitez A.:
  Voting Algorithms Model with a Support Sets System by Class
  13th Mexican International Conference on Artificial Intelligence (MICAI) (Tuxtla Gutierrez, Mexico, November 16, 2014 - November 22, 2014)
  In: MICAI 2014: Nature-Inspired Computation and Machine Learning 2014
  DOI: 10.1007/978-3-319-13650-9_12
  BibTeX: Download

2013

Conference Contributions

• Rodriguez Salas D., Gómez-Gil P., Olvera-López A.:
  Designing partially-connected, multilayer perceptron neural nets through information gain
  The 2013 International Joint Conference on Neural Networks (IJCNN) (Dallas, TX, USA, August 4, 2013 - August 9, 2013)
  In: The 2013 International Joint Conference on Neural Networks (IJCNN) 2013
  DOI: 10.1109/IJCNN.2013.6706991
  URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Dalia13-PcMLP.pdf
  BibTeX: Download