Claudia Mazo is an Assistant Profesor at Dublin City University (DCU) since 2022, a management committee member of the COST Action: CA22103 - A Comprehensive Network Against Brain Cancer from 2023, and an Ad Honorem Lecturer at Universidad del Valle since 2019. From 2021 to 2022, she was a Research Fellow at University College Dublin (UCD). From 2017 to 2021, she was a Marie Sk?odowska-Curie Postdoctoral Fellow with UCD Computer Science School, CeADAR, and Oncomark Ltd, Dublin - Ireland. From 2017 to 2018, she worked as a Researcher at Vicomtech with the eHealth and Biomedical Applications Area, San Sebastian-Donostia, Spain. She received a double degree PhD, the first one in Engineering in Production and Computing Doctorate from the Universidad de León, León, Spain, in 2016, and the second one in Engineering Doctorate with Emphasis in Computer Science from the Universidad del Valle, Cali, in 2017. From 2009 to 2011, she worked as a young researcher at the Universidad del Valle with the Multimedia and Computer Vision Group.
She has achieved publications in national and international conferences and journals with recognised impact, as the main author. Her research interests include machine learning, image processing, pattern recognition, computer vision, and personalised medicine.
Conference Publication
| Year | Publication | |
|---|---|---|
| 2024 | Vayangi Ganepola; Prateek Mathur; Oluwabukola Adegboro; Julia Dietlmeier; Aonghus Lawlor; Noel E. O’Connor; Claudia Mazo (2024) 26th Irish Machine Vision and Image Processing Conference (IMVIP 2024) XAI-ResUNet: Analysing the Impact of Pre-training in ResUNet Architectures for Multiple Sclerosis Lesion Segmentation using EigenGradCAM Ireland, 21/08/2024- 23/08/2024 [DOI] | |
| 2024 | Oluwabukola Adegboro; Vayangi Ganepola; Julia Dietlmeier; Claudia Mazo; Noel E. O’Connor (2024) 26th Irish Machine Vision and Image Processing Conference (IMVIP 2024) XAIMed-Net: Towards Explainable Brain Tumour Detection in 2D T1-weighted CE-MRI Images Using Transfer Learning Ireland, 21/08/2024- 23/08/2024 [Link] [DOI] | |
| 2018 | (2018) Proceedings of the 12th Alberto Mendelzon International Workshop on Foundations of Data Management, Cali, Colombia, May 21-25, 2018 Ontology-based Automatic Reclassication of Tissues and Organs in Histological Images [Link] | |
| 2016 | (2016) Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 21st Iberoamerican Congress, CIARP 2016, Lima, Peru, November 8-11, 2016, Proceedings Automatic Classification of Non-informative Frames in Colonoscopy Videos Using Texture Analysis [Link] [DOI] |
Peer Reviewed Journal
| Year | Publication | |
|---|---|---|
| 2023 | Pérez Hinestroza, J.; Mazo, C.; Trujillo, M.; Herrera, A. (2023) 'MRI and CT Fusion in Stereotactic Electroencephalography (SEEG)'. Diagnostics (Basel, Switzerland), 13 . [Link] [DOI] | |
| 2022 | Bernal, J.; Mazo, C. (2022) 'Transparency of Artificial Intelligence in Healthcare: Insights from Professionals in Computing and Healthcare Worldwide'. Applied Sciences (Switzerland), 12 . [Link] [DOI] | |
| 2022 | Claudia Mazo; Claudia Aura; Arman Rahman; William Gallagher; Catherine Mooney (2022) 'Application of Artificial Intelligence Techniques to Predict Risk of Recurrence of Breast Cancer: A Systematic Review'. Journal of personalized medicine, . [Link] [DOI] | |
| 2021 | Anna Markella Antoniadi; Yuhan Du; Yasmine Guendouz; Lan Wei; Claudia Mazo; Brett A. Becker; Catherine Mooney (2021) 'Current Challenges and Future Opportunities for XAI in Machine Learning-Based Clinical Decision Support Systems: A Systematic Review'. Applied Sciences, . [Link] [DOI] | |
| 2021 | Jaime Perez; Claudia Mazo; Maria Trujillo; Alejandro Herrera (2021) 'MRI and CT Fusion in Stereotactic Electroencephalography: A Literature Review'. Applied Sciences, . [Link] [DOI] | |
| 2020 | Claudia Mazo; Enrique Alegre; Maria Trujillo (2020) 'Using an ontology of the human cardiovascular system to improve the classification of histological images'. Scientific Reports, . [Link] [DOI] | |
| 2020 | (2020) 'Multimodal medical image fusion in stereotactic electroencephalography'. Magnetic Resonance Materials in Physics, Biology and Medicine, . [Link] [DOI] | |
| 2020 | (2020) 'Clinical Decision Support Systems in Breast Cancer: A Systematic Review'. Cancers, . [Link] [DOI] | |
| 2020 | Claudia Mazo; Stephen Barron; Catherine Mooney; William Gallagher (2020) 'Multi-Gene Prognostic Signatures and Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in ER-positive, HER2-negative Breast Cancer Patients'. Cancers, . [Link] [DOI] | |
| 2019 | (2019) '257PMulti-gene prognostic signatures and prediction of pathological complete response of ER-Positive HER2-negative breast cancer patients to neo-adjuvant chemotherapy'. Annals of Oncology, . [Link] [DOI] | |
| 2018 | Claudia Mazo; Jose Bernal; Maria Trujillo; Enrique Alegre (2018) 'Transfer learning for classification of cardiovascular tissues in histological images'. Computer Methods and Programs in Biomedicine, . [Link] [DOI] | |
| 2018 | (2018) 'In Silico Approach for Immunohistochemical Evaluation of a Cytoplasmic Marker in Breast Cancer'. Cancers, . [Link] [DOI] | |
| 2017 | (2017) 'Classification of cardiovascular tissues using {LBP} based descriptors and a cascade {SVM}'. Computer Methods and Programs in Biomedicine, . [Link] https://doi.org/10.1016/j.cmpb.2017.06.003 | |
| 2017 | Mazo, C.; Alegre, E.; Trujillo, M. (2017) 'Classification of cardiovascular tissues using LBP based descriptors and a cascade SVM'. Computer Methods and Programs in Biomedicine, . [Link] [DOI] | |
| 2017 | Claudia Mazo; Liliana Salazar; Oscar Corcho; Maria Trujillo; Enrique Alegre (2017) 'A histological ontology of the human cardiovascular system'. Journal of Biomedical Semantics, . [Link] [DOI] | |
| 2016 | Claudia Mazo; Maria Trujillo; Enrique Alegre; Liliana Salazar (2016) 'Automatic recognition of fundamental tissues on histology images of the human cardiovascular system'. Micron, . [DOI] | |
| 2010 | (2010) 'Ingeniería y Competitividad'. Ingeniería y Competitividad, . [Link] |
Research Paper
| Year | Publication | |
|---|---|---|
| 2022 | Jose Bernal; Claudia Mazo (2022) Transparency of Artificial Intelligence in Healthcare: Insights From Professionals in Computing and Healthcare Worldwide”. RP [DOI] |
Other Publication
| Year | Publication | |
|---|---|---|
| 2023 | Claudia Mazo; Claudia Mazo; Claudia Mazo; Jaime Peréz; Maria Trujillo; Alejandro Herrera (2023) Fusión Multimodal entre IRM Y TC en Electroencefalografía Estereotáctica con Presencia de Objetos Externos. [DOI] | |
| 2021 | Fitzgerald, J.; Higgins, D.; Mazo Vargas, C.; Watson, W.; Mooney, C.; Rahman, A.; Aspell, N.; Connolly, A.; Aura Gonzalez, C.; Gallagher, W. (2021) Future of biomarker evaluation in the realm of artificial intelligence algorithms: Application in improved therapeutic stratification of patients with breast and prostate cancer. [Link] [DOI] | |
| 2018 | (2018) Personalized Breast Cancer Treatment Based on Sox2 Protein Expression. | |
| 2014 | Claudia Mazo; Maria Trujillo; Liliana Salazar (2014) Automatic Classification of Coating Epithelial Tissue. [DOI] | |
| 2013 | Claudia Mazo; Maria Trujillo; Liliana Salazar (2013) Identifying Loose Connective and Muscle Tissues on Histology Images. [DOI] | |
| 2012 | Claudia Mazo; Maria Trujillo; Liliana Salazar (2012) An Automatic Segmentation Approach of Epithelial Cells Nuclei. [DOI] |
Book
| Year | Publication | |
|---|---|---|
| 2014 | Mazo, C.; Trujillo, M.; Salazar, L. (2014) Automatic classification of coating epithelial tissue. [Link] |
Certain data included herein are derived from the ? Web of Science (2024) of Clarivate. All rights reserved.