| Large language models are few-shot clinical information extractors M Agrawal, S Hegselmann, H Lang, Y Kim, D Sontag arXiv preprint arXiv:2205.12689, 2022 | 350 | 2022 |
| Tabllm: Few-shot classification of tabular data with large language models S Hegselmann, A Buendia, H Lang, M Agrawal, X Jiang, D Sontag International Conference on Artificial Intelligence and Statistics, 5549-5581, 2023 | 222 | 2023 |
| Reproducible survival prediction with SEER cancer data S Hegselmann, L Gruelich, J Varghese, M Dugas Machine Learning for Healthcare Conference, 49-66, 2018 | 22 | 2018 |
| CDEGenerator: an online platform to learn from existing data models to build model registries J Varghese, M Fujarski, S Hegselmann, P Neuhaus, M Dugas Clinical epidemiology, 961-970, 2018 | 20 | 2018 |
| An Evaluation of the Doctor-Interpretability of Generalized Additive Models with Interactions S Hegselmann, T Volkert, H Ohlenburg, A Gottschalk, M Dugas, C Ertmer Machine Learning for Healthcare Conference, 46-79, 2020 | 18 | 2020 |
| Pragmatic MDR: a metadata repository with bottom-up standardization of medical metadata through reuse S Hegselmann, M Storck, S Gessner, P Neuhaus, J Varghese, P Bruland, ... BMC medical informatics and decision making 21 (1), 160, 2021 | 12 | 2021 |
| Development and validation of an interpretable 3 day intensive care unit readmission prediction model using explainable boosting machines S Hegselmann, C Ertmer, T Volkert, A Gottschalk, M Dugas, J Varghese Frontiers in Medicine 9, 960296, 2022 | 11 | 2022 |
| Counting in team semantics E Grädel, S Hegselmann 25th EACSL Annual Conference on Computer Science Logic (CSL 2016), 2016 | 10 | 2016 |
| A web service to suggest semantic codes based on the MDM-portal S Hegselmann, M Storck, S Geßner, P Neuhaus, J Varghese, M Dugas German Medical Data Sciences: A Learning Healthcare System, 35-39, 2018 | 8 | 2018 |
| Compatible data models at design stage of medical information systems: leveraging related data elements from the MDM portal M Dugas, S Hegselmann, S Riepenhausen, P Neuhaus, L Greulich, ... MEDINFO 2019: Health and Wellbeing e-Networks for All, 113-117, 2019 | 7 | 2019 |
| An open-source, standard-compliant, and mobile electronic data capture system for medical research (OpenEDC): design and evaluation study L Greulich, S Hegselmann, M Dugas JMIR Medical Informatics 9 (11), e29176, 2021 | 6 | 2021 |
| Standardising the development of ODM converters: the ODMToolBox I Soto-Rey, P Neuhaus, P Bruland, S Geßner, J Varghese, S Hegselmann, ... Building Continents of Knowledge in Oceans of Data: The Future of Co-Created …, 2018 | 6 | 2018 |
| Automatic conversion of metadata from the study of health in Pomerania to ODM S Hegselmann, S Gessner, P Neuhaus, J Henke, CO Schmidt, M Dugas Health Informatics Meets eHealth, 88-96, 2017 | 6 | 2017 |
| Automated transformation of CDISC ODM to OpenClinica S Gessner, M Storck, S Hegselmann, M Dugas, I Soto-Rey German Medical Data Sciences: Visions and Bridges, 95-99, 2017 | 6 | 2017 |
| A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models S Hegselmann, SZ Shen, F Gierse, M Agrawal, D Sontag, X Jiang https://arxiv.org/abs/2402.15422, 2024 | 5 | 2024 |
| Inverted HMM-a Proof of Concept P Doetsch, S Hegselmann, R Schlüter, H Ney Neural Information Processing Systems Workshop, Barcelona, Spain, 2016 | 4 | 2016 |
| Machine learning for health (ml4h) 2022 A Parziale, M Agrawal, S Tang, K Severson, L Oala, A Subbaswamy, ... Machine Learning for Health, 1-11, 2022 | 3 | 2022 |
| Semantically annotated metadata: interconnecting samply. MDR and MDM-Portal A Vengadeswaran, P Neuhaus, S Hegselmann, H Storf, D Kadioglu German Medical Data Sciences: Shaping Change–Creative Solutions for …, 2019 | 3 | 2019 |
| Portal of Medical Data Models: Status 2018 S Riepenhausen, J Varghese, P Neuhaus, M Storck, A Meidt, ... ICT for Health Science Research, 239-240, 2019 | 3 | 2019 |
| RETRACTED ARTICLE: Medical history predicts phenome-wide disease onset and enables the rapid response to emerging health threats J Steinfeldt, B Wild, T Buergel, M Pietzner, J Upmeier zu Belzen, ... Nature Communications 15 (1), 4257, 2024 | 1 | 2024 |
