Personal profile
ShortBio
Cristina López Sarachaga. Computer Science (2006), Master in Systems and Control Engineering (2014), and PhD from the University of Cantabria (2025). In 2008, she began her research career at the European Software Institute (ESI), and in 2012, within Tecnalia, she joined the Computer Vision group. Over the years, she has developed and led various local, national, and European-funded projects, with extensive experience in European Union funding frameworks (FP6, FP7, Horizon 2020, and Horizon Europe). Her research line is linked to the bio- and health-related fields. In this context, she has participated in several European projects such as SEARCH, LARA, PICCOLO, ASTONISH, FITOVID, BIOPOOL, having coordinated the PICCOLO project (grant ID: 732111). She has also led numerous projects funded by the Basque Government, including ONKOIMAGING, Melanoma-CDSS, ONKOTOOLS, SUPREME, ONKOIKER, MELAMICS, DERMAPOOL, GLIOMA, ANGELINA, HEPATOOL, and SIDEKATU. Currently, she technically coordinates the European project SEARCH (IHI) and the Elkartek ONKOIMAGING project at Tecnalia.
She is responsible for the Core Visual platform within Tecnalia’s Digital Unit. This platform addresses the processing and management of signals, images, and volumes at different levels, ranging from automatic compression of images and/or scenes to 2D/3D content visualization and interaction, with the goal of developing multi-modal solutions under the “World Models” paradigm. Her main research line focuses on the application and analysis of novel photonic imaging techniques that provide non-invasive microscopic or compositional views of samples, with the aim of developing the concept of optical biopsy. Her doctoral thesis addresses the automatic analysis of Optical Coherence Tomography (OCT) images for the development of computer-aided diagnosis (CAD) tools in melanoma and colorectal polyps.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
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Unleashing the Potential of Synthetic Images: A Study on Histopathology Image Classification
Benito-Del-Valle, L., Alvarez-Gila, A., Eguskiza, I. & Saratxaga, C. L., 2025, Computer Vision – ECCV 2024 Workshops, Proceedings. Del Bue, A., Canton, C., Pont-Tuset, J. & Tommasi, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 139-155 17 p. (Lecture Notes in Computer Science; vol. 15638 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Clinical Validation Benchmark Dataset and Expert Performance Baseline for Colorectal Polyp Localization Methods
Sánchez-Peralta, L. F., Glover, B., Saratxaga, C. L., Ortega-Morán, J. F., Nazarian, S., Picón, A., Pagador, J. B. & Sánchez-Margallo, F. M., Sept 2023, In: Journal of Imaging. 9, 9, 167.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)4 Downloads (Pure) -
Melanoma and Nevi Subtype Histopathological Characterization with Optical Coherence Tomography
Saratxaga, C. L., Asumendi, A., Gardeazabal, J., Izu, R. M., Sanchez, A., Cancho-Galan, G., Morales, C., Lage, S., Boyano, M. D., Conde, O. M. & Garrote, E., Mar 2023, In: Life. 13, 3, 625.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure) -
Melanoma Clinical Decision Support System: An Artificial Intelligence-Based Tool to Diagnose and Predict Disease Outcome in Early-Stage Melanoma Patients
Diaz-Ramón, J. L., Gardeazabal, J., Izu, R. M., Garrote, E., Rasero, J., Apraiz, A., Penas, C., Seijo, S., Lopez-Saratxaga, C., De la Peña, P. M., Sanchez-Diaz, A., Cancho-Galan, G., Velasco, V., Sevilla, A., Fernandez, D., Cuenca, I., Cortes, J. M., Alonso, S., Asumendi, A. & Boyano, M. D., Apr 2023, In: Cancers. 15, 7, 2174.Research output: Contribution to journal › Article › peer-review
Open AccessFile17 Citations (Scopus)1 Downloads (Pure) -
Novel Pixelwise Co-Registered Hematoxylin-Eosin and Multiphoton Microscopy Image Dataset for Human Colon Lesion Diagnosis
Picon, A., Terradillos, E., Sánchez-Peralta, L. F., Mattana, S., Cicchi, R., Blover, B. J., Arbide, N., Velasco, J., Etzezarraga, M. C., Pavone, F. S., Garrote, E. & Saratxaga, C. L., 2022, In: Journal of Pathology Informatics. 13, p. 100012 1 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Downloads (Pure)
Thesis
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Contribution to oncological diagnosis based on optical coherence tomography (oct) and other medical imaging techniques
Lopez Saratxaga, C. (Author), Conde Portillo (Supervisor) & Garrote Contreras (Supervisor), 2025Doctoral thesis: Doctoral Thesis
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Datasets
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Unleashing the Potential of Synthetic Images: Histopathology Image Classification
Benito-Del-Valle, L. (Creator), Alvarez-Gila, A. (Creator), Egusquiza, I. (Creator) & L. Saratxaga, C. (Creator), Zenodo, 8 Jan 2025
DOI: 10.5281/zenodo.13928371, https://zenodo.org/records/13928371
Dataset
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PICCOLO White-Light and Narrow-Band Imaging Colonoscopic Dataset
Peralta, L. F. S. (Creator), Pagador, J. B. (Creator), Picon Ruiz, A. (Creator), Calderón, Á. J. (Creator), Polo, F. (Creator), Andraka, N. (Creator), Bilbao, R. (Creator), Glover, B. (Creator), Lopez Saratxaga, C. (Creator) & Margallo, F. M. S. (Creator), Zenodo, 28 Nov 2020
Dataset
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Unleashing the Potential of Synthetic Images: Histopathology Image Classification
Benito-Del-Valle, L. (Creator), Alvarez-Gila, A. (Creator), Egusquiza, I. (Creator) & L. Saratxaga, C. (Creator), Zenodo, 2025
Dataset
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Novel Pixelwise Co-Registered Hematoxylin-Eosin and Multiphoton Microscopy Image Dataset for Human Colon Lesion Diagnosis
Picon Ruiz, A. (Creator), Terradillos Fernandez, E. (Creator), Sánchez-Peralta, L. F. (Creator), Mattana, S. (Creator), Cicchi, R. (Creator), Blover, B. J. (Creator), Arbide, N. (Creator), Velasco, J. (Creator), Etzezarraga, M. C. (Creator), Pavone, F. S. (Creator), Garrote Contreras, E. (Creator) & Lopez Saratxaga, C. (Creator), Zenodo, 14 Feb 2022
DOI: 10.1016/j.jpi.2022.100012, https://cordis.europa.eu/project/id/732111
Dataset
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