Gradient boosting machines, a tutorial

• Learning pole structures of hadronic states using predictive uncertainty estimation

  2026 Physical review. D/Physical review. D. article Physics and Astronomy Quantum Chromodynamics and Particle Interactions Open access

  1

  citations
• Algorithm for continual monitoring of fog based on geostationary satellite imagery

  2025 Atmospheric measurement techniques article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

  11

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• Learning density functionals from noisy quantum data

  2025 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

  2

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• When the whole is greater than the sum of its parts: why machine learning and conventional statistics are complementary for predicting future health outcomes

  2025 Clinical Kidney Journal article Health Professions Artificial Intelligence in Healthcare Open access

  8

  citations
• 3D in‐system calibration method for PET detectors

  2024 Medical Physics article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access

  6

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• Histopathological biomarkers for predicting the tumour accumulation of nanomedicines

  2024 Nature Biomedical Engineering article Materials Science Nanoparticle-Based Drug Delivery Open access

  57

  citations
• A finely segmented semi‐monolithic detector tailored for high‐resolution PET

  2024 Medical Physics article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access cited by 1 patent

  14

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

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

  135

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• A semi‐monolithic detector providing intrinsic DOI‐encoding and sub‐200 ps CRT TOF‐capabilities for clinical PET applications

  2022 Medical Physics article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access cited by 1 patent

  52

  citations
• Novel machine learning algorithm can identify patients at risk of poor overall survival following curative resection for colorectal liver metastases

  2022 Journal of Hepato-Biliary-Pancreatic Sciences article Medicine Colorectal Cancer Surgical Treatments Open access

  21

  citations
• Review of automated time series forecasting pipelines

  2022 Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery article Computer Science Time Series Analysis and Forecasting Open access cited by 1 patent

  81

  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
• Modern Learning from Big Data in Critical Care: Primum Non Nocere

  2022 Neurocritical Care article Computer Science Machine Learning in Healthcare Open access

  11

  citations
• Feasibility of Machine Learning and Logistic Regression Algorithms to Predict Outcome in Orthopaedic Trauma Surgery

  2021 Journal of Bone and Joint Surgery article Mathematics Statistical Methods in Epidemiology Open access

  51

  citations
• High throughput software-based gradient tree boosting positioning for PET systems

  2021 Biomedical Physics & Engineering Express article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access

  8

  citations
• Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury

  2020 Journal of Clinical Epidemiology article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  198

  citations

16 results