Marta Ligero Hernández

9PUBLICATIONS
62CO-AUTHORS
Semi- and unsupervised learningTumour immunologyApplied immunology (incl. antibody engineering, xenotransplantation and t-cell therapies)Quaternary environmentsCancer therapy (excl. chemotherapy and radiation therapy)
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Publications (9)

|Feb 20, 2025
End-to-end prediction of clinical outcomes in head and neck squamous cell carcinoma with foundation model-based multiple instance learning.

Asier Rabasco Meneghetti, Marta Ligero Hernández, Jens-Peter Kuehn

|Feb 06, 2025
Swarm learning with weak supervision enables automatic breast cancer detection in magnetic resonance imaging.

Oliver Lester Saldanha, Jiefu Zhu, Gustav Müller-Franzes

|Jan 12, 2025
Radiomics signature for dynamic monitoring of tumor inflamed microenvironment and immunotherapy response prediction.

Kinga Bernatowicz, Ramon Amat, Olivia Prior

|Feb 21, 2024
A whirl of radiomics-based biomarkers in cancer immunotherapy, why is large scale validation still lacking?

Marta Ligero, Bente Gielen, Victor Navarro

|Jan 31, 2024
Identification of Precise 3D CT Radiomics for Habitat Computation by Machine Learning in Cancer.

Olivia Prior, Carlos Macarro, Víctor Navarro

|Dec 21, 2023
Weakly Supervised Deep Learning Predicts Immunotherapy Response in Solid Tumors Based on PD-L1 Expression.

Marta Ligero, Garazi Serna, Omar S M El Nahhas

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Frequent Collaborators

8 joint publications

Raquel Perez-Lopez

4 joint publications

Jakob Nikolas Kather

3 joint publications

Paolo Nuciforo

3 joint publications

Elena Garralda