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Mihaela van der Schaar

university of cambridge

68H-index
1.1KPaper Count
2.3WCitation Count
Published Papers 201
Publication Date
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Retrieval Augmented Thought Process for Private Data Handling in Healthcare
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-12-17
err0
PREAI
errThomas Pouplin; Hao Sun; Samuel Holt; Mihaela van der Schaar
errShare
errSave
Redefining digital health interfaces with large language models
errFrontiers in Artificial Intelligence
IF4.7
err2025-09-26
err0
errOAAI
errFergus Imrie; Paulius Rauba; Mihaela van der Schaar
errShare
errSave
Algorithms for reliable decision-making need causal reasoning
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2025-05-27
err0
PREAI
errKern, Christoph; Fischer-Abaigar, Unai; Schweisthal, Jonas; Frauen, Dennis; Ghani, Rayid; Feuerriegel, Stefan; van der Schaar, Mihaela; Kreuter, Frauke
errShare
errSave
Governing synthetic data in medical research: the time is now
errlancet digital health
IF0
err2025-02-01
err0
errOAAI
errDaniela Boraschi; Mihaela van der Schaar; Alessia Costa; Richard Milne
errShare
errSave
AI education for clinicians
errECLINICALMEDICINE
IF10
err2025-01-01
err0
errOAAI
errSchubert, Tim; Oosterlinck, Tim; Stevens, Robert D.; Maxwell, Patrick H.; van der Schaar, Mihaela
errShare
errSave
Synthetic data for privacy-preserving clinical risk prediction
errSCIENTIFIC REPORTS
IF3.9
err2024-10-27
err0
errOAAI
errQian, Zhaozhi; Callender, Thomas; Cebere, Bogdan; Janes, Sam M.; Navani, Neal; van der Schaar, Mihaela
errShare
errSave
Automated remote sleep monitoring needs uncertainty quantification
errJOURNAL OF SLEEP RESEARCH
IF3.9
err2024-08-07
err0
PREAI
errHeremans, Elisabeth R. M.; van den Bulcke, Laura; Seedat, Nabeel; Devulder, Astrid; Borzee, Pascal; Buyse, Bertien; Testelmans, Dries; van den Bossche, Maarten; van Der Schaar, Mihaela; De Vos, Maarten
errShare
errSave
Generalization-a key challenge for responsible AI in patient-facing clinical applications
errNPJ DIGITAL MEDICINE
IF15.1
err2024-05-21
err8
errOAAI
errGoetz, Lea; Seedat, Nabeel; Vandersluis, Robert; van der Schaar, Mihaela
errShare
errSave
Causal machine learning for predicting treatment outcomes
errNATURE MEDICINE
IF50
err2024-04-19
err16
PREAI
errFeuerriegel, Stefan; Frauen, Dennis; Melnychuk, Valentyn; Schweisthal, Jonas; Hess, Konstantin; Curth, Alicia; Bauer, Stefan; Kilbertus, Niki; Kohane, Isaac S.; van der Schaar, Mihaela
errShare
errSave
Linear Deconfounded Score Method: Scoring DAGs With Dense Unobserved Confounding
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-04-01
err0
PREAI
errBellot, Alexis; van der Schaar, Mihaela
errShare
errSave
U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2024-03-01
err3
errOAAI
errHeremans, Elisabeth R. M.; Seedat, Nabeel; Buyse, Bertien; Testelmans, Dries; van der Schaar, Mihaela; De Vos, Maarten
errShare
errSave
Use of generative artificial intelligence in medical research
errBMJ-BRITISH MEDICAL JOURNAL
IF42.7
err2024-01-31
err0
errOAAI
errIslam, Nazrul; van der Schaar, Mihaela
errShare
errSave
Using Machine Learning to Individualize Treatment Effect Estimation: Challenges and Opportunities
errCLINICAL PHARMACOLOGY & THERAPEUTICS
IF5.5
err2024-01-12
err7
errOAAI
errCurth, Alicia; Peck, Richard W.; Mckinney, Eoin; Weatherall, James; van Der Schaar, Mihaela
errShare
errSave
Conservative Policy Construction Using Variational Autoencoders for Logged Data With Missing Values
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-09-01
err4
errOAAI
errAbroshan, Mahed; Yip, Kai Hou; Tekin, Cem; van der Schaar, Mihaela
errShare
errSave
Multiple stakeholders drive diverse interpretability requirements for machine learning in healthcare
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-08-10
err9
PREAI
errImrie, Fergus; Davis, Robert; van der Schaar, Mihaela
errShare
errSave
Relationship Between Azithromycin and Cardiovascular Outcomes in Unvaccinated Patients With COVID-19 and Preexisting Cardiovascular Disease
errJOURNAL OF THE AMERICAN HEART ASSOCIATION
IF5.3
err2023-07-18
err2
errOAAI
errBergami, Maria; Manfrini, Olivia; Nava, Stefano; Caramori, Gaetano; Yoon, Jinsung; Badimon, Lina; Cenko, Edina; David, Antonio; Demiri, Ilir; Dorobantu, Maria; Fabin, Natalia; Gheorghe-Fronea, Oana; Jankovic, Radmilo; Kedev, Sasko; Ladjevic, Nebojsa; Lasica, Ratko; Loncar, Goran; Mancuso, Giuseppe; Mendieta, Guiomar; Milicic, Davor; Mjehovic, Petra; Pasalic, Marijan; Petrovic, Milovan; Poposka, Lidija; Scarpone, Marialuisa; Stefanovic, Milena; van der Schaar, Mihaela; Vasiljevic, Zorana; Vavlukis, Marija; Pittao, Maria Laura Vega; Vukomanovic, Vladan; Zdravkovic, Marija; Bugiardini, Raffaele
errShare
errSave
Automated machine learning as a partner in predictive modelling
errLANCET DIGITAL HEALTH
IF24.1
err2023-05-01
err6
errOAAI
errCallender, Thomas; van der Schaar, Mihaela
errShare
errSave
Synthetic Model Combination: A new machine-learning method for pharmacometric model ensembling
errCPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY
IF3
err2023-04-24
err9
errOAAI
errChan, Alexander; Peck, Richard; Gibbs, Megan; van Der Schaar, Mihaela
errShare
errSave
Matters Arising: PREDICT underestimates survival of patients with HER2-positive early-stage breast cancer
errNPJ BREAST CANCER
IF7.6
err2023-03-16
err1
errOAAI
errAlaa, Ahmed M.; Harris, Adrian L.; van der Schaar, Mihaela
errShare
errSave
The potential and pitfalls of artificial intelligence in clinical pharmacology
errCPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY
IF3
err2023-01-30
err14
errOAAI
errJohnson, Martin; Patel, Mishal; Phipps, Alex; Van der Schaar, Mihaela; Boulton, Dave; Gibbs, Megan
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Adrian L. Harris
H-index: 187 · Papers: 2.1K
I
Isaac S. Kohane
H-index: 119 · Papers: 921
L
Lina Badimón
H-index: 111 · Papers: 1.1K
M
Mário Gerla
H-index: 104 · Papers: 1.2K
M
Maurizio Cecconi
H-index: 100 · Papers: 1.5K
View more