Liliana Lourenco Caldeira

4PUBLICATIONS

30CO-AUTHORS

Deep learningCancer diagnosisMolecular targetsNanomedicine

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Publications (4)

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|Jun 24, 2026

Impact on Cost and Expert Time of Data-Efficient Deep Learning for Medical Image Segmentation.

|Jan 28, 2026

Automated Lymph Node Localization and Segmentation in Patients with Head and Neck Cancer: Opportunities and Limitations of Using a Generic AI Model.

Miriam Rinneburger, Heike Carolus, Andra-Iza Iuga

|Jan 25, 2025

Machine Learning-Based Radiomics Analysis for Identifying KRAS Mutations in Non-Small-Cell Lung Cancer from CT Images: Challenges, Insights and Implications.

Mirjam Schöneck, Nicolas Rehbach, Lars Lotter-Becker

|Feb 05, 2021

Automated Detection and Segmentation of Brain Metastases in Malignant Melanoma: Evaluation of a Dedicated Deep Learning Model.

L Pennig, R Shahzad, L Caldeira

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Frequent Collaborators

Thorsten Persigehl

Simon Lennartz

Nils Große Hokamp

Mirjam Schöneck

Miriam Rinneburger

R Shahzad

Fabian Christopher Laqua

1 joint publications

L Goertz

1 joint publications

D Zopfs

1 joint publications

G Fürtjes

Frequent Collaborators

Thorsten Persigehl

Simon Lennartz

Nils Große Hokamp

Mirjam Schöneck