Claudia Proto

Tumori Foundation — United States

Medicine · Health Sciences

31h-index3.9kcitations290works4.22yr avg
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Research Topics

Cancer Immunotherapy and Biomarkers(137), Lung Cancer Treatments and Mutations(79), Lung Cancer Research Studies(48), Immunotherapy and Immune Responses(40), Cancer Genomics and Diagnostics(30)

Publications289 total

Treatment response after induction therapy in advanced thymic tumors: results from the Italian nationwide TYME database
Lung Cancer·2025
Angiogenesis and thymic epithelial tumors: from preclinical insights to different therapeutic lines and combination strategies
Cancer Treatment Reviews·2025
293P Improving survival prediction in NSCLC through clinical report embeddings: A comparison with structured tabular data and multimodal fusion model
ESMO Real World Data and Digital Oncology·2025Open Access
193P LLM-On-Hub: A user-friendly platform for cancer medications and timelines extraction with large language models
ESMO Real World Data and Digital Oncology·2025Open Access
15P An ensemble multi-omics framework to select NSCLC patients for chemo-de-escalation, PEOPLE phase II trial
ESMO Real World Data and Digital Oncology·2025Open Access
153eP LungTrial-LLMX: An explainable on-premises LLM system for clinical trial matching in lung cancer
ESMO Real World Data and Digital Oncology·2025Open Access
Combining Clinician Expertise with Prompt Engineering enhances Small Language Models Reliability for Cancer Entity Recognition in Electronic Health Records
2025Open Access
P2.15.34 Prompting and Medical Expertise Influence Large Language Model in Clinical Data Extraction: Findings From the APOLLO 11 Trial
Journal of Thoracic Oncology·2025
MA06.07 Benchmarking CT Foundation Models for Survival Prediction in NSCLC Patients
Journal of Thoracic Oncology·2025
OA09.02 I3LUNG-PDSS: A Multimodal AI-Based Clinical Decision Support System for Predicting Immunotherapy Efficacy in Metastatic NSCLC
Journal of Thoracic Oncology·2025
P1.17.30 Deep Learning-Based Lung Tumor Segmentation for Survival Prediction in NSCLC Patients
Journal of Thoracic Oncology·2025
P3.14.18 The Role of Induction Therapy Followed by Surgery in Advanced Thymic Epithelial Tumors: A Systematic Review and Meta-Analysis
Journal of Thoracic Oncology·2025
Integrating radiomics and real-world data to predict immune checkpoint inhibitor efficacy in advanced non-small-cell lung cancer
ESMO Real World Data and Digital Oncology·2025· 1 citedOpen Access
3189eP Comprehensive benchmarking of large language models on oncological records reveals variations to prompt engineering and medical expertise
Annals of Oncology·2025
AB041. Treatment response after induction therapy in unresectable thymic tumors: TYME database analysis
Mediastinum·2025Open Access
1955P SAVANNAH: Safety and tolerability of osimertinib (osi) + savolitinib (savo) in EGFRm advanced NSCLC with MET overexpression and/or amplification (OverExp/Amp) following disease progression on osi
Annals of Oncology·2025Open Access
2983P Patients with thymic malignancies: Report from the Italian TYME rare cancers network
Annals of Oncology·2025
2982P Integrative transcriptomic and machine-learning analysis identifies prognostic clusters in epithelioid pleural mesothelioma
Annals of Oncology·2025Open Access
Trustworthy assessment of 2D model for lung CT scans
2025
Abstract A058: Multimodal generative AI jointly learns pathology and clinical data to synthesize a multinational lung cancer cohort
Clinical Cancer Research·2025
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Frequent Co-authors

Marina Chiara Garassino(34), Giuseppe Lo Russo(30), Diego Signorelli(29), Filippo de Braud(26), Monica Ganzinelli(22), Giulia Galli(19), Roberto Ferrara(16), Arsela Prelaj(15), Alessandro De Toma(14), Martina Imbimbo(13), Valter Torri(10), Nicoletta Zilembo(10), Milena Vitali(10), Marta Brambilla(9), Giuseppe Viscardi(8), Mario Occhipinti(8), Rossana Berardi(7), Federico Cappuzzo(6), Marcello Tiseo(6), Rosaria Gallucci(6)