Mihaela van der Schaar
Overview
Explore the profile of Mihaela van der Schaar including associated specialties, affiliations and a list of published articles.
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81
Citations
1442
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Recent Articles
1.
Imrie F, Denner S, Brunschwig L, Maier-Hein K, van der Schaar M
IEEE J Biomed Health Inform
. 2025 Mar;
PP.
PMID: 40031027
The application of machine learning in medicine and healthcare has led to the creation of numerous diagnostic and prognostic models. However, despite their success, current approaches generally issue predictions using...
2.
Boraschi D, van der Schaar M, Costa A, Milne R
Lancet Digit Health
. 2025 Feb;
PMID: 39984419
No abstract available.
3.
Castagno S, Birch M, van der Schaar M, McCaskie A
Ann Rheum Dis
. 2025 Jan;
84(1):124-135.
PMID: 39874226
Objectives: To facilitate the stratification of patients with osteoarthritis (OA) for new treatment development and clinical trial recruitment, we created an automated machine learning (autoML) tool predicting the rapid progression...
4.
Brandenburg J, Muller-Stich B, Wagner M, van der Schaar M
Langenbecks Arch Surg
. 2025 Jan;
410(1):53.
PMID: 39873858
Purpose: This brief report aims to summarize and discuss the methodologies of eXplainable Artificial Intelligence (XAI) and their potential applications in surgery. Methods: We briefly introduce explainability methods, including global...
5.
Schubert T, Oosterlinck T, Stevens R, Maxwell P, van der Schaar M
EClinicalMedicine
. 2024 Dec;
79:102968.
PMID: 39720600
Rapid advancements in medical AI necessitate targeted educational initiatives for clinicians to ensure AI tools are safe and used effectively to improve patient outcomes. To support decision-making among stakeholders in...
6.
Castagno S, Gompels B, Strangmark E, Robertson-Waters E, Birch M, van der Schaar M, et al.
Bone Joint J
. 2024 Oct;
106-B(11):1216-1222.
PMID: 39481441
Aims: Machine learning (ML), a branch of artificial intelligence that uses algorithms to learn from data and make predictions, offers a pathway towards more personalized and tailored surgical treatments. This...
7.
Qian Z, Callender T, Cebere B, Janes S, Navani N, van der Schaar M
Sci Rep
. 2024 Oct;
14(1):25676.
PMID: 39463411
Synthetic data promise privacy-preserving data sharing for healthcare research and development. Compared with other privacy-enhancing approaches-such as federated learning-analyses performed on synthetic data can be applied downstream without modification, such...
8.
Heremans E, Van den Bulcke L, Seedat N, Devulder A, Borzee P, Buyse B, et al.
J Sleep Res
. 2024 Aug;
34(1):e14300.
PMID: 39112022
Wearable electroencephalography devices emerge as a cost-effective and ergonomic alternative to gold-standard polysomnography, paving the way for better health monitoring and sleep disorder screening. Machine learning allows to automate sleep...
9.
Cenko E, Manfrini O, Yoon J, van der Schaar M, Bergami M, Vasiljevic Z, et al.
JACC Adv
. 2024 Jun;
2(3):100294.
PMID: 38939586
Background: There have been conflicting reports regarding outcomes in women presenting with an acute coronary syndrome (ACS). Objectives: The objective of the study was to examine sex-specific differences in 30-day...
10.
Goetz L, Seedat N, Vandersluis R, van der Schaar M
NPJ Digit Med
. 2024 May;
7(1):126.
PMID: 38773304
No abstract available.