Stochastic gradient boosting

• Development and validation of artificial intelligence models for early detection of postoperative infections (PERISCOPE): a multicentre study using electronic health record data

  2024 The Lancet Regional Health - Europe article Computer Science Machine Learning in Healthcare Open access

  12

  citations
• Search for pair production of scalar and vector leptoquarks decaying to muons and bottom quarks in proton-proton collisions at s=13 TeV

  2024 Physical review. D/Physical review. D. article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  5

  citations
• Machine Learning Isotropic g Values of Radical Polymers

  2024 Journal of Chemical Theory and Computation article Materials Science Machine Learning in Materials Science Open access

  5

  citations
• Machine Learning Accelerated Discovery of Functional MXenes with Giant Piezoelectric Coefficients

  2024 ACS Applied Materials & Interfaces article Materials Science Machine Learning in Materials Science

  40

  citations
• A Machine Learning-Driven Virtual Biopsy System For Kidney Transplant Patients

  2024 Nature Communications article Medicine Renal Transplantation Outcomes and Treatments Open access cited by 1 patent

  40

  citations
• Navigating predictions at nanoscale: a comprehensive study of regression models in magnetic nanoparticle synthesis

  2024 Journal of Materials Chemistry B article Materials Science Machine Learning in Materials Science Open access

  5

  citations
• Anomalous NO 2 emitting ship detection with TROPOMI satellite data and machine learning

  2023 Remote Sensing of Environment article Environmental Science Maritime Transport Emissions and Efficiency Open access

  17

  citations
• Environmental Drivers of Gross Primary Productivity and Light Use Efficiency of a Temperate Spruce Forest

  2023 Journal of Geophysical Research Biogeosciences article Environmental Science Plant Water Relations and Carbon Dynamics Open access

  14

  citations
• Digitalization impacts the COVID-19 pandemic and the stringency of government measures

  2022 Scientific Reports article Mathematics COVID-19 epidemiological studies Open access

  135

  citations
• A machine-learning classifier for LOFAR radio galaxy cross-matching techniques

  2022 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access

  19

  citations
• Digitalization impacts the COVID-19 pandemic and the stringency of government measures

  2022 medRxiv preprint Mathematics COVID-19 epidemiological studies Open access

  2

  citations
• Robust and accurate regression-based techniques for period inference in real-time systems

  2022 Real-Time Systems article Computer Science Real-Time Systems Scheduling Open access

  3

  citations
• Idling for Decades: A European Study on Risk Factors Associated with the Delay Before a Narcolepsy Diagnosis

  2022 Nature and Science of Sleep article Neuroscience Sleep and Wakefulness Research Open access

  65

  citations
• Improved prediction rule ensembling through model-based data generation

  2021 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

  1

  citations
• Predictive performance of machine and statistical learning methods: Impact of data-generating processes on external validity in the “large N, small p” setting

  2021 Statistical Methods in Medical Research article Health Professions Artificial Intelligence in Healthcare Open access

  78

  citations
• Discovery of predictors of sudden cardiac arrest in diabetes: rationale and outline of the RESCUED (REcognition of Sudden Cardiac arrest vUlnErability in Diabetes) project

  2021 Open Heart article Medicine Cardiac electrophysiology and arrhythmias Open access

  8

  citations
• A machine-learning approach to predicting Africa’s electricity mix based on planned power plants and their chances of success

  2021 Nature Energy article Energy Renewable energy and sustainable power systems

  96

  citations

17 results