Luca Mastrantoni

Università Cattolica del Sacro Cuore — Italy

Biochemistry, Genetics and Molecular Biology · Life Sciences

8h-index266citations76works1.52yr avg
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Research Topics

Cancer Genomics and Diagnostics(14), Ovarian cancer diagnosis and treatment(13), Breast Cancer Treatment Studies(10), Radiomics and Machine Learning in Medical Imaging(9), HER2/EGFR in Cancer Research(8)

Publications76 total

Concordance Analysis of Microsatellite Instability via NGS and Mismatch Repair Deficiency via IHC in Endometrial and Colorectal Cancer
Targeted Oncology·2026Open Access
Comparative molecular profiling of uterine serous carcinoma versus low and high grade ovarian serous carcinomas
International Journal of Gynecological Cancer·2026
Title: age-related genomic differences in endometrial and ovarian cancer: insights from the FPG500 project.
International Journal of Gynecological Cancer·2026
Predicting progression-free survival in hormone-receptor positive (HR+/HER2–) metastatic breast cancer (MBC) treated with CDK4/6 inhibitors: A machine learning approach
The Breast·2026Open Access
Geriatric assessment in older patients with pancreatic cancer: Adding another piece to the puzzle
Journal of Geriatric Oncology·2026Open Access
Deciphering brain metastasis in epithelial ovarian cancer: multimodal analysis and potential biomarkers
npj Precision Oncology·2026Open Access
Abstract PR018: Spatially resolved epithelial and immune heterogeneity reveals distinct endometriosis-related precursors to ovarian cancer
Cancer Research·2025
Comparison of machine learning and deep learning models for survival prediction in early-stage hormone receptor-positive/HER2-negative breast cancer receiving neoadjuvant chemotherapy
ESMO Real World Data and Digital Oncology·2025· 1 citedOpen Access
Nutritional Challenges in Older Cancer Patients: A Narrative Review of Assessment Tools and Management Strategies
Nutrients·2025· 3 citedOpen Access
3064eP Age-related genomic differences in solid tumors: A pan-cancer analysis of young and elderly patients from the FPG500 Project
Annals of Oncology·2025
Gene actionability according to the ESMO Scale for Clinical Actionability of molecular Targets (ESCAT) in No Specific Molecular Profile (NSMP) endometrial cancer
ESMO Open·2025· 2 citedOpen Access
Development and Validation of Multivariable Machine‐Learning Models for the Prediction of Multisystemic Inflammatory Syndrome Outcomes in Latin American Children
Acta Paediatrica·2025Open Access
516P Gradient boosting machine (GBM) for predicting progression-free survival (PFS) in hormone-receptor positive (HR+) metastatic breast cancer (mBC) receiving upfront CDK4/6 inhibitors (CDK4/6i)
Annals of Oncology·2025
Network analysis of NRG1 variants of uncertain significance (VUSes) in advanced non-small-cell lung cancer and their prognostic role in EGFR-mutant patients treated with first-line osimertinib
ESMO Open·2025Open Access
Bone Health and Endocrine Therapy with Ovarian Function Suppression in Premenopausal Early Breast Cancer: A Real-Life Monocenter Experience with Denosumab
Current Oncology·2025Open Access
Varan: a tool for managing mutational data and creating cancer studies in cBioPortal
NAR Genomics and Bioinformatics·2025Open Access
Concordance Analysis of Microsatellite Instability via NGS and Mismatch Repair Deficiency via IHC in Endometrial and Colorectal Cancer
2025Open Access
Abstract P1-11-18: Detrimental effect on survival of neoadjuvant (NACT) versus adjuvant (ACT) chemotherapy in stage II-III hormone receptor-positive & HER2-neg (HR+/HER2-) breast cancer: A propensity score-matched (PSM) analysis of a retrospective patient series
Clinical Cancer Research·2025
Development and Validation of Quantile Regression Forests for Prediction of Reference Quantiles in Handgrip and Chair‐Stand Test
Journal of Cachexia Sarcopenia and Muscle·2025· 4 citedOpen Access
Application of quantile regression forest for early detection of sarcopenia in oncogeriatric patients.
Journal of Clinical Oncology·2025
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Frequent Co-authors

Giampaolo Tortora(25), Emilio Bria(24), Armando Orlandi(16), Giovanni Scambia(16), Giovanna Garufi(14), Noemi Maliziola(13), Antonella Palazzo(13), Camilla Nero(13), Luciano Giacò(13), Angelo Minucci(13), Giulia Giordano(11), Alessandra Fabi(11), Tina Pasciuto(11), Diana Giannarelli(9), Floriana Camarda(9), Elena Di Monte(8), Emanuele Vita(8), Gianluca Franceschini(8), Simona Duranti(8), Valentina Iacobelli(8)