| Current Challenges and Future Opportunities for XAI in Machine Learning-Based Clinical Decision Support Systems: A Systematic Review AM Antoniadi, Y Du, Y Guendouz, L Wei, C Mazo, BA Becker, C Mooney Applied Sciences 11 (11), 2021 | 533 | 2021 |
| Clinical decision support systems in breast cancer: a systematic review C Mazo, C Kearns, C Mooney, WM Gallagher Cancers 12 (2), 369, 2020 | 96 | 2020 |
| Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 17th Iberoamerican Congress, CIARP 2012, Buenos Aires, Argentina, September 3-6, 2012 … L Alvarez, M Mejail, L Gomez, J Jacobo Springer, 2012 | 78 | 2012 |
| Transfer learning for classification of cardiovascular tissues in histological images C Mazo, J Bernal, M Trujillo, E Alegre Computer methods and programs in biomedicine 165, 69-76, 2018 | 75 | 2018 |
| Classification of cardiovascular tissues using LBP based descriptors and a cascade SVM C Mazo, E Alegre, M Trujillo Computer methods and programs in biomedicine 147, 1-10, 2017 | 38 | 2017 |
| Transparency of Artificial Intelligence in Healthcare: Insights from Professionals in Computing and Healthcare Worldwide J Bernal, M Claudia Applied Science 12 (20), 19, 2022 | 35 | 2022 |
| Future of biomarker evaluation in the realm of artificial intelligence algorithms: application in improved therapeutic stratification of patients with breast and prostate cancer J Fitzgerald, D Higgins, C Mazo Vargas, W Watson, C Mooney, A Rahman, ... Journal of Clinical Pathology, 2021 | 33 | 2021 |
| Application of Artificial Intelligence Techniques to Predict Risk of Recurrence of Breast Cancer: A Systematic Review C Mazo, C Aura, A Rahman, WM Gallagher, C Mooney Personalized Medicine 12 (9), 2022 | 22 | 2022 |
| Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 19th Iberoamerican Congress, CIARP 2014, Puerto Vallarta, Mexico, November 2-5, 2014 … E Bayro-Corrochano, E Hancock Springer, 2014 | 20 | 2014 |
| Multi-Gene Prognostic Signatures and Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in ER-positive, HER2-negative Breast Cancer Patients CMWMG C. Mazo, S. Barron Cancers 12 (5), 1133, 2020 | 19 | 2020 |
| Automatic classification of non-informative frames in colonoscopy videos using texture analysis C Ballesteros, M Trujillo, C Mazo, D Chaves, J Hoyos Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2017 | 15 | 2017 |
| MRI and CT Fusion in Stereotactic Electroencephalography: A Literature Review J Perez, C Mazo, M Trujillo, A Herrera Applied Sciences 11 (12), 2021 | 14 | 2021 |
| A histological ontology of the human cardiovascular system C Mazo, L Salazar, O Corcho, M Trujillo, E Alegre Journal of Biomedical Semantics 8 (1), 47-62, 2017 | 14 | 2017 |
| Automatic recognition of fundamental tissues on histology images of the human cardiovascular system C Mazo, M Trujillo, E Alegre, L Salazar Micron 89, 1-8, 2016 | 10 | 2016 |
| An automatic segmentation approach of epithelial cells nuclei C Mazo, M Trujillo, L Salazar Iberoamerican Congress on Pattern Recognition, 567-574, 2012 | 9 | 2012 |
| Tissues classification of the cardiovascular system using texture descriptors C Mazo, E Alegre, M Trujillo, V González-Castro Annual Conference on Medical Image Understanding and Analysis, 123-132, 2017 | 8 | 2017 |
| Automatic classification of coating epithelial tissue C Mazo, M Trujillo, L Salazar Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2014 | 7 | 2014 |
| PESPAD: una nueva herramienta para la predicción de la estructura secundaria de la proteína basada en árboles de decisión CX Mazo, OF Bedoya Ingeniería y Competitividad 12 (2), 9-22, 2010 | 7 | 2010 |
| Using an ontology of the human cardiovascular system to improve the classification of histological images C Mazo, E Alegre, M Trujillo Scientific Reports 10 (1), 12276, 2020 | 6 | 2020 |
| Identifying loose connective and muscle tissues on histology images C Mazo, M Trujillo, L Salazar Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2013 | 6 | 2013 |
Catherine MooneyProfessor, UCD School of Computer Science, University College DublinDirección de correo verificada de ucd.ie
