Eickhoff, Carsten

A Transformer-based Framework for Multivariate Time Series Representation Learning

Zerveas, G., Jayaraman, S., Patel, D., Bhamidipaty, A., & Eickhoff, C. (2021) · Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining

Time Series Analysis and ForecastingNeural Networks and Applications

Cited by 1,278

Machine learning for real-time prediction of complications in critical care: a retrospective study

Meyer, A., Zverinski, D., Pfahringer, B., Kempfert, J., Kuehne, T., Sündermann, S. H., Stamm, C., Hofmann, T., Falk, V., & Eickhoff, C. (2018) · The Lancet Respiratory Medicine

Machine Learning in HealthcareArtificial Intelligence in Healthcare

Cited by 350

Multimodal Attention-Based Deep Learning for Alzheimer’s Disease Diagnosis

Golovanevsky, M., Eickhoff, C., & Singh, R. (2022) · Journal of the American Medical Informatics Association

Dementia and Cognitive Impairment ResearchMachine Learning in Healthcare

Cited by 165

A Language Model–Powered Simulated Patient With Automated Feedback for History Taking: Prospective Study

Holderried, F., Stegemann-Philipps, C., Herrmann-Werner, A., Festl-Wietek, T., Holderried, M., Eickhoff, C., & Mahling, M. (2024) · JMIR Medical Education

Artificial Intelligence in Healthcare and EducationSimulation-Based Education in Healthcare

Cited by 152

Cognitive Biases in Crowdsourcing

Eickhoff, C. (2018) · Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining

Mobile Crowdsensing and CrowdsourcingExpert finding and Q&A systems

Cited by 144

Advancing health equity with artificial intelligence

Thomasian, N. M., Eickhoff, C., & Adashi, E. Y. (2021) · Journal of Public Health Policy

Ethics and Social Impacts of AIArtificial Intelligence in Healthcare and Education

Cited by 117

Learning to make rare and complex diagnoses with generative AI assistance: qualitative study of popular large language models

Abdullahi, T., Singh, R., & Eickhoff, C. (2024) · JMIR Medical Education

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 76

Linearly Mapping from Image to Text Space

Merullo, J., Castricato, L., Eickhoff, C., & Pavlick, E. (2022) · arXiv

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 34

Retrieval-Based Diagnostic Decision Support: Mixed Methods Study

Abdullahi, T., Mercurio, L., Singh, R., & Eickhoff, C. (2024) · JMIR Medical Informatics

Machine Learning in HealthcareInformation Retrieval and Search Behavior

Cited by 20