Stefan Hegselmann

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 20

Top Topics

Clinical Information

Smoothing Methods

Survival Prediction

Top Venues

Publications

Stefan Hegselmann, Shannon Zejiang Shen, Florian Gierse, Monica Agrawal, David A. Sontag, Xiaoyi Jiang
A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models. CoRR (2024)
Stefan Hegselmann, Antonio Parziale, Divya Shanmugam, Shengpu Tang, Kristen Severson, Mercy Nyamewaa Asiedu, Serina Chang, Bonaventure F. P. Dossou, Qian Huang, Fahad Kamran, Haoran Zhang, Sujay Nagaraj, Luis Oala, Shan Xu, Chinasa T. Okolo, Helen Zhou, Jessica Dafflon, Caleb Ellington, Sarah Jabbour, Hyewon Jeong, Harry Reyes Nieva, Yuzhe Yang, Ghada Zamzmi, Vishwali Mhasawade, Van Truong, Payal Chandak, Matthew Lee, Peniel Argaw, Kyle Heuton, Harvineet Singh, Thomas Hartvigsen
Machine Learning for Health (ML4H) 2023. ML4H@NeurIPS (2023)
Stefan Hegselmann, Antonio Parziale, Divya Shanmugam, Shengpu Tang, Mercy Nyamewaa Asiedu, Serina Chang, Thomas Hartvigsen, Harvineet Singh
Machine Learning for Health symposium 2023 - Findings track. CoRR (2023)
Stefan Hegselmann, Alejandro Buendia, Hunter Lang, Monica Agrawal, Xiaoyi Jiang, David A. Sontag
TabLLM: Few-shot Classification of Tabular Data with Large Language Models. AISTATS (2023)
Antonio Parziale, Monica Agrawal, Shengpu Tang, Kristen Severson, Luis Oala, Adarsh Subbaswamy, Sayantan Kumar, Elora D. M. Schörverth, Stefan Hegselmann, Helen Zhou, Ghada Zamzmi, Purity Mugambi, Elena Sizikova, Girmaw Abebe Tadesse, Yuyin Zhou, Taylor W. Killian, Haoran Zhang, Fahad Kamran, Andrea Hobby, Mars Huang, Ahmed Alaa, Harvineet Singh, Irene Y. Chen, Shalmali Joshi
Machine Learning for Health (ML4H) 2022. ML4H@NeurIPS (2022)
Stefan Hegselmann, Alejandro Buendia, Hunter Lang, Monica Agrawal, Xiaoyi Jiang, David A. Sontag
TabLLM: Few-shot Classification of Tabular Data with Large Language Models. CoRR (2022)
Monica Agrawal, Stefan Hegselmann, Hunter Lang, Yoon Kim, David A. Sontag
Large Language Models are Zero-Shot Clinical Information Extractors. CoRR (2022)
Monica Agrawal, Stefan Hegselmann, Hunter Lang, Yoon Kim, David A. Sontag
Large language models are few-shot clinical information extractors. EMNLP (2022)
Alexandra Meidt, Sarah Riepenhausen, Philipp Neuhaus, Stefan Hegselmann, Ahmed Rafee, Julian Varghese, Martin Dugas
Portal of Medical Data Models: Stakeholder Feedback and Requirements. MIE (2021)
Stefan Hegselmann, Michael Storck, Sophia Gessner, Philipp Neuhaus, Julian Varghese, Philipp Bruland, Alexandra Meidt, Cornelia Mertens, Sarah Riepenhausen, Sonja Baier, Benedikt Stöcker, Jörg Henke, Carsten Oliver Schmidt, Martin Dugas
Pragmatic MDR: a metadata repository with bottom-up standardization of medical metadata through reuse. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Stefan Hegselmann, Thomas Volkert, Hendrik Ohlenburg, Antje Gottschalk, Martin Dugas, Christian Ertmer
An Evaluation of the Doctor-Interpretability of Generalized Additive Models with Interactions. MLHC (2020)
Abishaa Vengadeswaran, Philipp Neuhaus, Stefan Hegselmann, Holger Storf, Dennis Kadioglu
Semantically Annotated Metadata: Interconnecting Samply.MDR and MDM-Portal. GMDS (2019)
Martin Dugas, Stefan Hegselmann, Sarah Riepenhausen, Philipp Neuhaus, Leonard Greulich, Alexandra Meidt, Julian Varghese
Compatible Data Models at Design Stage of Medical Information Systems: Leveraging Related Data Elements from the MDM Portal. MedInfo (2019)
Sarah Riepenhausen, Julian Varghese, Philipp Neuhaus, Michael Storck, Alexandra Meidt, Stefan Hegselmann, Martin Dugas
Portal of Medical Data Models: Status 2018. EFMI-STC (2019)
Stefan Hegselmann, Leonard Greulich, Julian Varghese, Martin Dugas
Reproducible Survival Prediction with SEER Cancer Data. MLHC (2018)
Stefan Hegselmann, Michael Storck, Sophia Geßner, Philipp Neuhaus, Julian Varghese, Martin Dugas
A Web Service to Suggest Semantic Codes Based on the MDM-Portal. GMDS (2018)
Iñaki Soto Rey, Philipp Neuhaus, Philipp Bruland, Sophia Geßner, Julian Varghese, Stefan Hegselmann, Tobias Brix, Martin Dugas, Michael Storck
Standardising the Development of ODM Converters: The ODMToolBox. MIE (2018)
Sophia Gessner, Michael Storck, Stefan Hegselmann, Martin Dugas, Iñaki Soto Rey
Automated Transformation of CDISC ODM to OpenClinica. GMDS (2017)
Stefan Hegselmann, Sophia Gessner, Philipp Neuhaus, Jörg Henke, Carsten Oliver Schmidt, Martin Dugas
Automatic Conversion of Metadata from the Study of Health in Pomerania to ODM. eHealth (2017)
Erich Grädel, Stefan Hegselmann
Counting in Team Semantics. CSL (2016)