Tabular data: Deep learning is not all you need

• Machine Learning Predicts Hepatocellular Carcinoma Risk from Routine Clinical Data: A Large Population-Based Multicentric Study

  2026 Cancer Discovery article Medicine Hepatocellular Carcinoma Treatment and Prognosis Open access

  1

  citations
• SwarmMAP: swarm learning for decentralized cell type annotation in single cell sequencing data

  2026 npj Systems Biology and Applications article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  0

  citations
• Adaptive Urban Heat Mitigation Through Ensemble Learning: Socio-Spatial Modeling and Intervention Analysis

  2025 Buildings article Environmental Science Urban Heat Island Mitigation Open access

  2

  citations
• Machine Learning-based estimation and explainable artificial intelligence-supported interpretation of the critical temperature from magnetic ab initio Heusler alloys data

  2025 Physical Review Materials article Engineering Microstructure and Mechanical Properties of Steels Open access

  5

  citations
• Machine learning methods for the design of excitation-optimized gears in wind-energy gearboxes

  2025 Forschung im Ingenieurwesen article Engineering Gear and Bearing Dynamics Analysis

  0

  citations
• SwarmMAP: Swarm Learning for Decentralized Cell Type Annotation in Single Cell Sequencing Data

  2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  1

  citations
• Machine learning predicts liver cancer risk from routine clinical data: a large population-based multicentric study

  2024 medRxiv preprint Health Professions Artificial Intelligence in Healthcare Open access

  4

  citations
• The Treasure Trove Hidden in Plain Sight: The Utility of GPT-4 in Chest Radiograph Evaluation

  2024 Radiology article Medicine COVID-19 diagnosis using AI

  8

  citations
• Improving the Timing Resolution of Positron Emission Tomography Detectors Using Boosted Learning—A Residual Physics Approach

  2023 IEEE Transactions on Neural Networks and Learning Systems article Medicine Medical Imaging Techniques and Applications Open access

  24

  citations
• Source Component Shift Detection & Classification for Improved Remaining Useful Life Estimation in Alarm-Based Predictive Maintenance

  2023 conference-paper Engineering Reliability and Maintenance Optimization Open access

  5

  citations
• Data-driven indirect punch wear monitoring in sheet-metal stamping processes

  2023 Journal of Intelligent Manufacturing article Engineering Non-Destructive Testing Techniques Open access

  22

  citations

11 results