Martin Seneviratne
Stanford University
H-index: 16
North America-United States
Top articles of Martin Seneviratne
Infusing behavior science into large language models for activity coaching
PLOS Digital Health
2024/4/2
Large language models encode clinical knowledge
Nature
2023/8/3
The Association Between Central Line-Associated Bloodstream Infection and Central Line Access
Critical Care Medicine
2023/6/1
Grains of sand to clinical pearls: Realizing the potential of wearable data
2023/2/1
A full-STAC remedy for global digital health transformation: open standards, technologies, architectures and content
Oxford Open Digital Health
2023/1/1
Automated LOINC Standardization Using Pre-trained Large Language Models
2022/11/22
Instability in clinical risk stratification models using deep learning
2022/11/22
Daniel Lopez-Martinez
H-Index: 9
Martin Seneviratne
H-Index: 9
Akshit Tyagi
H-Index: 1
Ethan Steinberg
H-Index: 1
Boosting the interpretability of clinical risk scores with intervention predictions
arXiv preprint arXiv:2207.02941
2022/7/6
Walking with pace-personalized and automated coaching engine
2022/7/4
Madhurima Vardhan
H-Index: 6
Deepak Nathani
H-Index: 3
Martin Seneviratne
H-Index: 9
Nur Muhammad
H-Index: 3
Rahul Singh
H-Index: 3
Expanding the secondary use of prostate cancer real world data: Automated classifiers for clinical and pathological stage
Frontiers in Digital Health
2022/6/2
User-centred design for machine learning in health care: a case study from care management
BMJ Health & Care Informatics
2022
Walking with PACE—Personalized and Automated Coaching Engine
2022
Underspecification presents challenges for credibility in modern machine learning
Journal of Machine Learning Research
2022
Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing
Journal of the American Medical Informatics Association
2021/9/1
BEDS-Bench: Behavior of EHR-models under Distributional Shift--A Benchmark
arXiv preprint arXiv:2107.08189
2021/7/17
Development and implementation of a real-time bundle-adherence dashboard for central line-associated bloodstream infections
Pediatric Quality & Safety
2021/7/1
Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records
2021/6
Concept-based model explanations for electronic health records
2021/4/8
Martin Seneviratne
H-Index: 9
Assessment of a clinical trial–derived survival model in patients with metastatic castration-resistant prostate cancer
JAMA network open
2021/1/4
Multi-task prediction of organ dysfunction in the ICU using sequential sub-network routing
Journal of the American Medical Informatics Association (JAMIA)(2021). https://academic. oup. com/jamia/advance-article/doi/10.1093/jamia/ocab101/6307184
2021
Subhrajit Roy
H-Index: 1
Martin Seneviratne
H-Index: 9
