Papers matching “extreme gradient boosting” 38
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Mapping tree species diversity across the Amazon using remote sensing, diverse environmental data and machine learning2026 International Journal of Applied Earth Observation and Geoinformation article Environmental Science Remote Sensing in Agriculture Open access
Shoyo Nakamura, Nandin‐Erdene Tsendbazar, Hans ter Steege, Lars Hein, Jannik Schultner
0citations -
Methodological choices influence machine learning performance for predicting intracranial hypertension in traumatic brain injury2026 Scientific Reports article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
C. R. van Kaam, Cornelia Hoedemaekers, Kim J.M. Bladder, Johannes G. van der Hoeven, Jeanette Tas, Marcel J H Aries, +39 more
0citations -
Predicting neurological outcomes following spinal surgery: A machine learning approach using intraoperative neuromonitoring data2026 North American Spine Society Journal (NASSJ) article Medicine Intraoperative Neuromonitoring and Anesthetic Effects Open access
Tamir Themans, Valerie ter Wengel, Saskia van der Gaag, Justin Dauwels, Ruit Mark van de, Niels Anthony Van Der Gaag
0citations -
Global models and predictions of plant diversity based on advanced machine learning techniques2022 New Phytologist article Environmental Science Ecology and Vegetation Dynamics Studies Open access
Lirong Cai, Holger Kreft, Amanda Taylor, Pierre Denelle, Julian Schrader, Franz Essl, +19 more
185citations -
Predicting ICU Mortality in Acute Respiratory Distress Syndrome Patients Using Machine Learning: The Predicting Outcome and STratifiCation of severity in ARDS (POSTCARDS) Study*
Jesús Villar, Jesús María González-Martín, Jerónimo Hernández-González, Miguel Ángel Armengol de la Hoz, Cristina Fernández, Carmen Martín-Rodríguez, +14 more
52citations -
Prediction of Acute Respiratory Failure Requiring Advanced Respiratory Support in Advance of Interventions and Treatment: A Multivariable Prediction Model From Electronic Medical Record Data
An-Kwok Ian Wong, Rishikesan Kamaleswaran, Azade Tabaie, Matthew A. Reyna, Christopher S. Josef, Chad J. Robichaux, +6 more
10citations -
Evaluating the Accuracy of the Frysian Questionnaire for Differentiation of Musculoskeletal Complaints for Triage of Musculoskeletal Diseases: Algorithm Development and Validation Study2025 JMIR Medical Informatics article Medicine Musculoskeletal Disorders and Rehabilitation Open access
Tjardo Daniël Maarseveen, Floor Reimann, Ahmed Hasan, Annemarie M. Schilder, Freke R. Wink, Lidy Hendriks, +2 more
0citations -
Transfer Learning and Machine Learning for Training Five-Year Survival Prognostic Models in Early Breast Cancer: Development and Validation Study2026 Journal of Medical Internet Research article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access
Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless, Gregory R. Pond, Lisa Vandermeer, John Frederick Hilton, +19 more
0citations -
PIDgeon: An Explainable AI Model for Improved Flow Cytometry-Based Screening of Lymphoid Primary Immunodeficiencies2025 Clinical Chemistry article Immunology and Microbiology Immunodeficiency and Autoimmune Disorders Open access
Annelies Emmaneel, Jana Neirinck, Alba Torres‐Valle, Sofie Van Gassen, Sarah Bonte, Malicorne Buysse, +12 more
0citations -
Residual risk prediction in anticoagulated patients with atrial fibrillation using machine learning: A report from the GLORIA‐AF registry phase II/III2024 European Journal of Clinical Investigation article Medicine Atrial Fibrillation Management and Outcomes Open access
Yang Liu, Yang Chen, Iván Olier, Sandra Ortega‐Martorell, Bi Huang, Hironori Ishiguchi, +4 more
24citations -
Dark skies of the slightly eccentric WASP-18 b from its optical-to-infrared dayside emission2025 Astronomy and Astrophysics article Physics and Astronomy Stellar, planetary, and galactic studies Open access
A. Deline, Patricio E. Cubillos, L. Carone, Brice-Olivier Demory, M. Lendl, W. Benz, +82 more
9citations -
Machine Learning–driven Probability Calculators Can Accurately Predict 1-year Mortality After Proximal Humerus Fractures in Patients Over the Age of 65 Years2026 Clinical Orthopaedics and Related Research article Medicine Shoulder Injury and Treatment Open access
Stijn R.J. Mennes, Sebastian Engbers, Bjarty L. Garcia, Reinier W. A. Spek, Roelina Munnik-Hagewoud, Rutger G. Zuurmond, +3 more
1citations -
DeepVF: a deep learning-based hybrid framework for identifying virulence factors using the stacking strategy2020 Briefings in Bioinformatics article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Ruopeng Xie, Jiahui Li, Jiawei Wang, Wei Dai, André Leier, Tatiana T. Marquez‐Lago, +4 more
90citations