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Papers matching “missingness” 31

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Informative missingness in electronic health record systems: the curse of knowing
2020 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access

Rolf H. H. Groenwold

133

citations
Addressing Missingness in Predictive Models That Use Electronic Health Record Data
2025 Annals of Internal Medicine article Computer Science Machine Learning in Healthcare Open access

Shanshan Lin, Rolf H. H. Groenwold, Hemalkumar B. Mehta, Ji Soo Kim, Jodi B Segal

7

citations
Polar Encoding: A Simple Baseline Approach for Classification With Missing Values
2024 IEEE Transactions on Fuzzy Systems article Computer Science Machine Learning and Data Classification Open access

Oliver Urs Lenz, Daniel Peralta, Chris Cornelis

3

citations
Friend or phisher: how known senders and fear of missing out affect young adults' phishing susceptibility on social media
2024 Humanities and Social Sciences Communications article Computer Science Spam and Phishing Detection Open access

Jennifer Klütsch, Jasmin Schwab, Christian Böffel, Verena Zimmermann, Sabine J. Schlittmeier

15

citations
Addressing Missing Modality Challenges in MRI Images: A Comprehensive Review
2025 Computational Visual Media article Computer Science Medical Image Segmentation Techniques Open access

Reza Azad, Mohammad Dehghanmanshadi, Nika Khosravi, Julien Cohen‐Adad, Dorit Merhof

14

citations
Medical Image Segmentation on MRI Images with Missing Modalities: A Review
2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Reza Azad, Nika Khosravi, Mohammad Dehghanmanshadi, Julien Cohen‐Adad, Dorit Merhof

22

citations
Missing the mark? Identifying child sexual abuse material forum structure and key-players based on public replies and private messaging networks
2024 Humanities and Social Sciences Communications article Computer Science Cybercrime and Law Enforcement Studies Open access

Frederic M. Gnielka, Rebecca Reichel, ARJAN A. J. BLOKLAND, Anton Daser, Meike de Boer, Colm Gannon, +5 more

6

citations
Frugal AI is the missing piece in cervical cancer screening
2026 Nature Medicine article Computer Science AI in cancer detection

Johnblack K Kabukye, Jaap A.R. Koot, Jogchum Jan Beltman, Joyce Nakatumba-Nabende, Andrew Katumba, Keerthana Prasad, +1 more

0

citations
Editorial: Journal of Classification Vol. 41-3
2024 Journal of Classification editorial Computer Science Bayesian Methods and Mixture Models Open access

Mark de Rooij, Brian C. Franczak, Cinzia Viroli, Paul D. McNicholas

0

citations
From real-world electronic health record data to real-world results using artificial intelligence
2022 Annals of the Rheumatic Diseases article Computer Science Machine Learning in Healthcare Open access

Rachel Knevel, Katherine P. Liao

154

citations
No imputation without representation
2022 arXiv (Cornell University) preprint Computer Science Machine Learning and Data Classification Open access

Oliver Urs Lenz, Daniel Peralta, Chris Cornelis

1

citations
Medical transformer for multimodal survival prediction in intensive care: integration of imaging and non-imaging data
2023 Scientific Reports article Computer Science Machine Learning in Healthcare Open access

Firas Khader, Jakob Nikolas Kather, Gustav Anton Müller‐Franzes, Tianci Wang, Tianyu Han, Soroosh Tayebi Arasteh, +7 more

60

citations
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury
2023 npj Digital Medicine article Computer Science Machine Learning in Healthcare Open access

Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia A. I. Åkerlund, Lindsay Wilson, Robert David Stevens, David Krishna Menon, +3 more

21

citations
Large-Scale Modeling of Sparse Protein Kinase Activity Data
2023 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access

Sohvi Luukkonen, Erik Meijer, Giovanni A. Tricarico, Johan Hofmans, Pieter F. W. Stouten, Gerard J. P. van Westen, +1 more

14

citations
Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study
2022 JMIR Medical Informatics article Computer Science Machine Learning in Healthcare Open access

Ahmad Ayad, Ahmed Hallawa, Arne Peine, Lukas Märtin, Lejla Begic Fazlic, Guido Dartmann, +2 more

14

citations
Provenance Analysis for Logic and Games
2020 RWTH Publications (RWTH Aachen) article Computer Science Logic, Reasoning, and Knowledge

Erich Grädel, Val Tannen

13

citations
Modern Learning from Big Data in Critical Care: Primum Non Nocere
2022 Neurocritical Care article Computer Science Machine Learning in Healthcare Open access

Benjamin Yaël Gravesteijn, Ewout Willem Steyerberg, Hester Floor Lingsma

11

citations
Developing Clinical Prediction Models Using Primary Care Electronic Health Record Data: The Impact of Data Preparation Choices on Model Performance
2022 Frontiers in Epidemiology article Computer Science Machine Learning in Healthcare Open access

Hendrikus J. A. van Os, Jos P. Kanning, Marieke J.H. Wermer, Niels Henrik Chavannes, Mattijs Everard Numans, Ynte M. Ruigrok, +4 more

9

citations
No Imputation Without Representation
2024 Communications in computer and information science conference-paper Computer Science Machine Learning and Data Classification Open access

Oliver Urs Lenz, Daniel Peralta, Chris Cornelis

2

citations
Multi-View Abnormality Detection in Clinical Knee MRI Studies Using Transformers
2023 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Anomaly Detection Techniques and Applications

Firas Khader, Johannes Stegmaier, Sven Nebelung, Daniel Truhn

2

citations
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury
2023 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access

Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia A. I. Åkerlund, Lindsay Wilson, Robert David Stevens, David Krishna Menon, +3 more

2

citations
Bayesian network imputation methods applied to multi-omics data identify putative causal relationships in a type 2 diabetes dataset containing incomplete data: An IMI DIRECT Study
2025 PLoS Genetics article Computer Science Bayesian Modeling and Causal Inference Open access

Richard A. J. Howey, Jonathan Adam, Jerzy Adamski, Natalie N. Atabaki, Søren Brunak, Piotr Jaroslaw Chmura, +32 more

1

citations
Nicht-parametrische Schätzung von Kundensegmenten mit Paneldaten
2021 RWTH Publications (RWTH Aachen) dissertation Computer Science Bayesian Methods and Mixture Models Open access

Johannes Ferdinand Jörg

1

citations
Clinically Acceptable Segmentation of Organs at Risk in Cervical Cancer Radiation Treatment from Clinically Available Annotations
2023 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Monika Grewal, Dustin van Weersel, Henrike G. Westerveld, Peter A. N. Bosman, Tanja Alderliesten

1

citations
3D Reconstruction of Femur using Ultrasound - Hand Guided Evaluation and Autonomous Robotic Approach
2024 EPiC series in health sciences conference-paper Computer Science Medical Image Segmentation Techniques Open access

Lovis Phlippen, Benjamin Hohlmann, Klaus Radermacher

1

citations