- Publications
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Multicenter Study of the Seroprevalence of Antibodies against Covid-19 in Patients with Lymphoma: An Analysis of the Oncological Group for the Treatment and Study of Lymphomas (Gotel) Fernando Franco, María Guirado, Natividad Martínez-Banaclocha, Josep Gumà, Javier Lavernia, José Gómez-Codina, Delvys Rodriguez-Abreu, Fani Martínez, Enrique Barrajón, Miriam Méndez, Virginia Calvo, Mariano Provencio
Current Oncology2021 Mar 16;28(2):1249-1255.
10.3390/curroncol28020118 https://pubmed.ncbi.nlm.nih.gov/33809772 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8025807/ -
Neoadjuvant chemotherapy and nivolumab in resectable non-small-cell lung cancer (NADIM): an open-label, multicentre, single-arm, phase 2 trial Mariano Provencio, Ernest Nadal, Amelia Insa, María Rosario García-Campelo, Joaquín Casal-Rubio, Manuel Dómine, Margarita Majem, Delvys Rodríguez-Abreu, Alex Martínez-Martí, Javier De Castro Carpeño, Manuel Cobo, Guillermo López Vivanco, Edel Del Barco, Reyes Bernabé Caro, Nuria Viñolas, Isidoro Barneto Aranda, Santiago Viteri, Eva Pereira, Ana Royuela, Marta Casarrubios, Clara Salas Antón, Edwin R Parra, Ignacio Wistuba, Virginia Calvo, Raquel Laza-Briviesca, Atocha Romero, Bartomeu Massuti, Alberto Cruz-Bermúdez
The Lancet Oncology, volume 21, issue 11, P1413-1422, november 01, 2020
10.1016/s1470-2045(20)30453-8 https://pubmed.ncbi.nlm.nih.gov/32979984 https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(20)30453-8/fulltext -
Predicting Polypharmacy Side-effects Using Knowledge Graph Embeddings Nováček, Vít, and Sameh K Mohamed
AMIA Joint Summits on Translational Science vol. 2020
10.1016/s1470-2045(20)30453-8 https://pubmed.ncbi.nlm.nih.gov/32477666/ -
Predicting Polypharmacy Side-effects Using Knowledge Graph Embeddings Sameh K. Mohamed, Brian Walsh, Mohan Timilsina, Maria Torrente, Fabio Franco, Mariano Provencio, Adrianna Janik, Luca Costabello, Pasquale Minervini, Pontus Stenetorp, Vít Novácek
AMIA 2021 Annual Symposium
https://pubmed.ncbi.nlm.nih.gov/35308971/ https://www.amia.org/amia2021 -
TMB and selected mutations in resectable stage IIIA NSCLC patients receiving neo-adjuvant chemo-immunotherapy from NADIM trial Alberto Cruz-Bermúdez 2020 World Conference on Lung Cancer Singapore
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Overall survival for early and locally advanced non-small-cell lung cancer from one institution: 2000–2017 M. González, V. Calvo, I. Redondo, M. Provencio Clinical and Translational Oncology volume 23, pages1325–1333 (2021)
10.1007/s12094-020-02521-5 https://pubmed.ncbi.nlm.nih.gov/33528811/ https://dialnet.unirioja.es/servlet/articulo?codigo=7983748
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Integrating Speculation Detection and Deep Learning to Extract Lung Cancer Diagnosis from Clinical Notes Oswaldo Solarte Pabón, Maria Torrente, Mariano Provencio, Alejandro Rodríguez-Gonzalez, Ernestina Menasalvas
Appl. Sci. 2021, 11(2), 86510.3390/app11020865 https://www.mdpi.com/2076-3417/11/2/865
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Detecting Elevated Risk of Diminished Quality of Life Among Lung Cancer Patients by Using Wearable Devices M. Torrente, F. Franco, A. Collazo Lorduy, V. Calvo, P. Martinez, C. Parejo, M. Campos, P. Alamaida-Pagan, B. Rodriguez-Morilla, M.A. Roz, J.A. Madrid, M.J. Martinez-Madrid, B. Cantos, C. Maximiano, M. Mendez, G. Visedo, S. Cristina, E. Menasalvas, P. Sousa, J. pIMENTAO, A. Morito, M. Provencio.
IASLC 2021 World Conference on Lung Cancer -
Molecular insight into NADIM clinical trial: Potential immune biomarkers of pathological response for NSCLC patients Raquel Laza-Briviesca
2020 World Conference on Lung Cancer Singapore -
Cancer and SARS-CoV-2 Infection: A Third-Level Hospital Experience Virginia Calvo, Ana Fernandez-Cruz, Beatriz Nuñez, Mariola Blanco, Ana Morito, Marta Martínez, Cristina Traseira, Yago Garitaonaindía, Ramon Aguado, Arturo Ramos, Ana Royuela, Fernando Fabio Franco, Mariano Provencio
Clinical Epidemiology 2021:13 10.2147/clep.s308437 https://pubmed.ncbi.nlm.nih.gov/34040447/ https://www.dovepress.com/cancer-and-sars-cov-2-infection-a-third-level-hospital-experience-peer-reviewed-fulltext-article-CLEP -
COMPLEX QUERY ANSWERING WITH NEURAL LINK PREDICTORS Erik Arakelyan, Daniel Daza, Pasquale Minervini, Michael Cochez
ICLR 2021 Conference -
Accurate prediction of kinase-substrate networks using knowledge graphs Vít Nováček, Gavin McGauran, David Matallanas, Adrián Vallejo Blanco, Piero Conca, Emir Muñoz, Luca Costabello, Kamalesh Kanakaraj, Zeeshan Nawaz, Brian Walsh, Sameh K. Mohamed, Pierre-Yves Vandenbussche, Colm J. Ryan, Walter Kolch, Dirk Fey
PLOS Computational Biology 10.1371/journal.pcbi.1007578https://pubmed.ncbi.nlm.nih.gov/33270624/ https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1007578
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Knowledge-driven Data Ecosystems Towards Data Transparency Sandra Geisler, Maria-Esther Vidal, Cinzia Cappiello, Bernadette Farias Lóscio, Avigdor Gal, Matthias Jarke, Maurizio Lenzerini, Paolo Missier, Boris Otto, Elda Paja, Barbara Pernici, and Jakob Rehof.
ACM J. Data Inform. Quality 37, 4, Article 111 -
Building Personalized Follow-Up Care Through AI by Bringing the Lung Cancer Patient, Data Scientist and Oncologist Together SM. Torrente, F. Franco, V. Calvo, A. Collazo Lorduy, E. Menasalvas, M.E. Vidal, P. Sousa, J. pIMENTAO, V. Novacek, P. Minervini6, D. Fey, L. Costabello, M. Pocs, M. Provencio
IASLC 2021 World Conference on Lung Cancer -
To burn-out or not to burn-out: a cross-sectional study in healthcare professionals in Spain during COVID-19 pandemic Maria Torrente, Pedro AC Sousa, Ana Sánchez-Ramos, Joao Pimentao, Ana Royuela, Fabio Franco, Ana Collazo-Lorduy, Ernestina Menasalvas, Mariano Provencio
BMJ Open 2021;11:e044945. doi:10.1136/bmjopen-2020-044945 10.1136/bmjopen-2020-044945https://pubmed.ncbi.nlm.nih.gov/33627353 https://bmjopen.bmj.com/content/11/2/e044945
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Assessment of elevated risk of diminished quality of life in lung cancer patients with wearable devices and QoL questionnaires María Torrente, Fabio Franco, Ana Collazo, Virginia Calvo, Paula Martínez, Consuelo Parejo, Manuel Campos, Pedro F. Almaida-Pagan, Beatriz Rodriguez-Morilla, María Ángeles Rol, Juan Antonio Madrid, Maria Jose Martinez-Madrid, Guillermo Visedo, Ana Morito, Cristina González, Pedro A. Sousa, Joao Pimentao, Mariano Provencio
ESMO 2021 -
ASSOCIATION OF QUALITY OF LIFE WITH PERFORMANCE STATUS, CIRCADIAN RHYTHM, AND ACTIVITY LEVEL OF LUNG CANCER PATIENTS USING WEARABLE DEVICES AS AMBULATORY MONITORING Maria Torrente, Pedro A., Sousa, Fabio Franco, Ernestina Mensalvas, Virginia Calvo, Ana Collazo, Consuelo Parejo, Manuel Campos, Joao Pimentao, Mariano Provencio Royal College of Physicians Annual Conference Medicine 2022
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1730P Cancer long survivor artificial intelligence follow-up (CLARIFY): Family history of cancer and lung cancer V. Calvo, E. Niazmand, E. Carcereny, S. Jozashoori, D. Rodriguez, R. Lopez Castro, M. Guirado, C.J. Camps, R. Bernabe Caro, A.L. Ortega Granados, B. Massuti Sureda, M.A. Cobo Dols, M.R. Garcia Campelo, E. del Barco, J. Bosch-Barrera, J.L. Gonzalez-Larriba, T. Moran, A. Collazo, M.E. Vidal, M. Provencio
Annals of Oncology10.1016/j.annonc.2021.08.1974
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TRANSFORMING HEALTHCARE IN ONCOLOGY WITH ARTIFICIAL INTELLIGENCE María Torrente1, Fabio Franco1, Blanca Cantos1, Consuelo Parejo1, Ernestina Menasalvas2, Pedro Sousa3, João Pimentão3, Mariano Provencio1
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Understanding Prognosis and Long-Term Survival in a Real-Life Cohort of Patients with Early Stage Non-Small-Cell Lung Cancer Torrente, Maria & Sousa, Pedro & Guerreiro, Gracinda & Franco, Fabio & Hernández, Roberto & Parejo, Consuelo & Sousa, Alexandre & Campo-Cañavera, José & Pimentao, Joao & Provencio, Mariano
SSRN Electronic Journal10.2139/ssrn.4106759 https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4106759
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EABlock: a declarative entity alignment block for knowledge graph creation pipelines Samaneh Jozashoori, Ahmad Sakor, Enrique Iglesias, and Maria-Esther Vidal Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing (SAC '22)
10.1145/3477314.3507132 https://dl.acm.org/doi/10.1145/3477314.3507132
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Determination of essential biomarkers in lung cancer: a real-world data study in Spain with demographic, clinical, epidemiological and pathological characteristics Provencio M, Cobo M, Rodriguez-Abreu D, Calvo V, Carcereny E, Cantero A, Bernabé R, Benitez G, Castro RL, Massutí B, Del Barco E, García Campelo R, Guirado M, Camps C, Ortega AL, González Larriba JL, Sánchez A, Casal J, Sala MA, Juan-Vidal O, Bosch-Barrera J, Oramas J, Dómine M, Trigo JM, Blanco R, Calzas J, Morilla I, Padilla A, Pimentao J, Sousa PA, Torrente M. BMC Cancer (2022) 22:732
10.1186/s12885-022-09830-8 https://pubmed.ncbi.nlm.nih.gov/35790916
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Capturing Knowledge about Drug-Drug Interactions to Enhance Treatment Effectiveness Ariam Rivas and Maria-Esther Vidal 11th on Knowledge Capture Conference (K-CAP '21)
10.1145/3460210.3493560 https://dl.acm.org/doi/10.1145/3460210.3493560
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An Artificial Intelligence-Based Tool for Data Analysis and Prognosis in Cancer Patients: Results from the Clarify Study Torrente M, Sousa PA, Hernández R, Blanco M, Calvo V, Collazo A, Guerreiro GR, Núñez B, Pimentao J, Sánchez JC, Campos M, Costabello L, Novacek V, Menasalvas E, Vidal ME, Provencio M. Cancers 2022, 14(16), 4041
10.3390/cancers14164041 https://pubmed.ncbi.nlm.nih.gov/36011034/
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P08.01 Building Personalized Follow-Up Care Through AI by Bringing the Lung Cancer Patient, Data Scientist and Oncologist Together M. Torrente, F. Franco, V. Calvo, A. Collazo Lorduy, E. Menasalvas, M.E. Vidal, P. Sousa, J. Pimentao, V. Novacek, P. Minervini, D. Fey, L. Costabello, M. Pocs, M. Provencio Journal of Thoracic Oncology VOLUME 16, ISSUE 10, SUPPLEMENT , S991-S992, OCTOBER 01, 2021
10.1016/j.jtho.2021.08.294 https://www.jto.org/article/S1556-0864(21)02717-9/fulltext
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Chronodisruption and Ambulatory Circadian Monitoring in Cancer Patients: Beyond the Body Clock Pedro F. Almaida-Pagan; María Torrente; Manuel Campos; Mariano Provencio; Juan Antonio Madrid; Fabio Franco; Beatriz Rodríguez Morilla; Blanca Cantos; Pedro A. Sousa; María José Martínez Madrid; Joao Pimentao; María Ángeles Rol Current Oncology Reports (2022) 24:135–149
10.1007/s11912-021-01158-z https://pubmed.ncbi.nlm.nih.gov/35061192/ https://doi.org/10.1007/s11912-021-01158-z
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Negation and uncertainty detection in clinical texts written in Spanish: a deep learning-based approach Solarte Pabón O, Montenegro O, Torrente M, Rodríguez González A, Provencio M, Menasalvas E. PeerJ Comput Sci
10.7717/peerj-cs.913 https://pubmed.ncbi.nlm.nih.gov/35494817/
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Assessing the risk of cardiovascular events in patients receiving immune checkpoint inhibitors Torrente M, Blanco M, Franco F, Garitaonaindia Y, Calvo V, Collazo-Lorduy A, Gutiérrez L, Sánchez JC, González-Del-Alba A, Hernández R, Méndez M, Cantos B, Núñez B, Sousa PAC, Provencio M. Front Cardiovasc Med. 2022; 9: 1062858
10.3389/fcvm.2022.1062858 https://pubmed.ncbi.nlm.nih.gov/36531707/
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