Lauren Jimenez-Martin

According to our database, Lauren Jimenez-Martin authored at least 4 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Segmenting Invasive and In Situ Carcinoma in Breast WSIs with a Pretrained Histopathology Transformer.

Lauren Jimenez-Martin, Felip Vilardell, Ana Petit, Eduard Dorca, Teresa Soler-Monsó, Irma Ramos-Oliver, Laura Pons, Pedro L. Fernández, Laia Adalid Llansa, Daniel Mata, Lourdes Salazar-Huayna, Josep R. Casas, Verónica Vilaplana

Proceedings of the Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care, 2025

2024

Breast Cancer Molecular Subtyping from H&E Whole Slide Images Using Foundation Models and Transformers.

Lauren Jimenez-Martin, Carlos Hernández-Pérez, Verónica Vilaplana

Proceedings of the Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care, 2024

Bridging Domains in Melanoma Diagnostics: Predicting BRAF Mutations and Sentinel Lymph Node Positivity with Attention-Based Models in Histological Images.

Carlos Hernández-Pérez, Lauren Jimenez-Martin, Verónica Vilaplana

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2021

Specular reflections removal in colposcopic images based on neural networks: Supervised training with no ground truth previous knowledge.

Lauren Jimenez-Martin, Daniel A. Valdés Pérez, Ana M. Solares Asteasuainzarra, Ludwig Leonard, Marta L. Baguer Díaz-Romañach

CoRR, 2021