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Papers matching “healthcare process modeling” 15

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Motivational design of an e-learning application for managers in healthcare
2022 AHFE international conference-paper Computer Science Educational Technology and E-Learning Open access

Marisa Schirmer, Mareike Sorge, Christina Mayer, Wiebke Stöver, Verena Nitsch, Susanne Mütze Niewöhner

2

citations
FAIR Machine Learning Model Pipeline Implementation of COVID-19 Data
2022 Data Intelligence article Computer Science Research Data Management Practices Open access

Sakinat Oluwabukonla Folorunso, Ezekiel Adebayo Ogundepo, Mariam Basajja, Joseph Bamidele Awotunde, Abdullahi Abubakar Kawu, Francisca Onaolapo Oladipo, +1 more

10

citations
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series
2023 Symmetry article Computer Science Bayesian Modeling and Causal Inference Open access

Zhipeng Ma, Marco Kemmerling, Daniel Buschmann, Chrismarie Enslin, Daniel Lütticke, Robert Heinrich Schmitt

7

citations
From Text to Tables: A Local Privacy Preserving Large Language Model for Structured Information Retrieval from Medical Documents
2023 medRxiv preprint Computer Science Machine Learning in Healthcare Open access

Isabella C. Wiest, Dyke Ferber, Jiefu Zhu, Marko van Treeck, Sonja K. Meyer, Radhika Juglan, +6 more

25

citations
Group-based privacy preservation techniques for process mining
2021 Data & Knowledge Engineering article Computer Science Privacy-Preserving Technologies in Data Open access

Majid Rafiei, Wil M. P. van der Aalst

48

citations
MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One Day
2025 The Journal of Machine Learning for Biomedical Imaging article Computer Science Medical Image Segmentation Techniques Open access

Donghang Lyu, Ruochen Gao, Marius Staring

13

citations
Data-Aware Generalized Stochastic Petri Nets: Discovery and Performance Analysis (code and data)
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Petri Nets in System Modeling Open access

Zeinab Soleimani, Anna Kalenkova, Sander J. J. Leemans, Marco Montali, Arik Senderovich, Mathias Weske

0

citations
Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands
2022 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access

Iacopo Vagliano, Sylvia Brinkman, Ameen Abu–Hanna, M. Sesmu Arbous, Dave Anton Dongelmans, Paul Elbers, +3 more

13

citations
LT3: Generating Medication Prescriptions with Conditional Transformer
2025 Workshop on Patient-Oriented Language Processing (CL4Health) conference-paper Computer Science Topic Modeling Open access

Samuel Belkadi, Nicolo Micheletti, Lifeng Han, Warren Del-Pinto, Goran Nenadić

3

citations
Editorial: Spotlight on artificial intelligence in experimental pharmacology and drug discovery
2023 Frontiers in Pharmacology editorial Computer Science Computational Drug Discovery Methods Open access

Verena Schöning, Amit Khurana, Aleksandra M. Karolak

2

citations
Refocusing algorithmic fairness on feature-level bias: A diagnostic approach using dutch EHR data
2026 PLOS Digital Health article Computer Science Ethics and Social Impacts of AI Open access

Shelley‐Ann M. Girwar, Sepinoud Azimi, Marco René Spruit, M. Haas

0

citations
Collaborative training of medical artificial intelligence models with non-uniform labels
2023 Scientific Reports article Computer Science Privacy-Preserving Technologies in Data Open access

Soroosh Tayebi Arasteh, Peter Isfort, Marwin Saehn, Gustav Mueller-Franzes, Firas Khader, Jakob Nikolas Kather, +3 more

25

citations
Guest Editorial: AutoML for Nonstationary Data
2024 IEEE Transactions on Artificial Intelligence editorial Computer Science Machine Learning and Data Classification

Ran Cheng, Hugo Jair Escalante, Wei-Wei Tu, Jan N. van Rijn, Shuo Wang, Yun Yang

0

citations
Semantic time series analytics leveraging incremental knowledge graph enrichment
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Semantic Web and Ontologies Open access

Alexander Graß

0

citations
Investigating De-Identification Methodologies in Dutch Medical Texts: A Replication Study of Deduce and Deidentify
2025 Electronics article Computer Science Privacy-Preserving Technologies in Data Open access

Pablo J. Mosteiro, Floortje E. Scheepers, Marco René Spruit

2

citations

15 results