Prediction model for major bleeding in anticoagulated patients with cancer-associated venous thromboembolism using machine learning and natural language processing
Our study shows encouraging results in identifying anticoagulated patients with cancer-associated VTE who are at high risk of MB.
Authors
- Cristina Aguayo (ORCID: https://orcid.org/0000-0002-4335-0313)
- María Carmen Viñuela-Benéitez (ORCID: https://orcid.org/0000-0001-6984-0727)
- Berta Obispo (ORCID: https://orcid.org/0000-0003-1214-6595)
- Juan Carlos Souto (ORCID: https://orcid.org/0000-0003-2092-5142)
- Daniel Arumí (ORCID: https://orcid.org/0000-0002-6638-7485)
- Miren Taberna (ORCID: https://orcid.org/0000-0002-2446-186X)
- Andrés García‐Palomo (ORCID: https://orcid.org/0000-0002-9159-9025)
- Andrés Jesús Muñoz Martín (ORCID: https://orcid.org/0000-0001-6977-8249)
- Jorge Aparicio (ORCID: https://orcid.org/0000-0001-5527-0786)
- Ramón Lecumberri (ORCID: https://orcid.org/0000-0002-8850-8866)
- Diego Benavent (ORCID: https://orcid.org/0000-0001-9119-5330)
- Miguel Ángel Hernández-Presa (ORCID: https://orcid.org/0009-0002-1657-1118)
- David Gutierrez
Institutions
- Universidad Complutense de Madrid (ES)
- Instituto de Salud Carlos III (ES)
- Hospital de Sant Pau (ES)
- Hospital General Universitario Gregorio Marañón (ES)
- Hospital Universitari i Politècnic La Fe (ES)
- Centro de Investigación en Red en Enfermedades Cardiovasculares (ES)
- Hospital Universitario Puerta de Hierro Majadahonda (ES)
- Clinica Universidad de Navarra (ES)
- Pfizer (Spain) (ES)
- Hospital Universitario de Fuenlabrada (ES)
- Hospital Universitario de León (ES)
- Hospital Universitario Infanta Sofía (ES)
- Hospital Universitario Infanta Leonor (ES)
Publication Details
- Journal
- Clinical & Translational Oncology
- Published
- 2024-09-14
- DOI
- https://doi.org/10.1007/s12094-024-03586-2
- Citations
- 9
- Primary Topic
- Venous Thromboembolism Diagnosis and Management
- Type
- article
- Field-Weighted Citation Impact
- 4.94
Funders
- Pfizer