Katherine Heller

Do no harm: a roadmap for responsible machine learning for health care

2019 · 966 Zit. · Nature Medicine

The value of standards for health datasets in artificial intelligence-based applications

2023 · 260 Zit. · Nature Medicine

Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

2019 · 223 Zit. · JMIR Medical Informatics

Development and validation of machine learning models to identify high-risk surgical patients using automatically curated electronic health record data (Pythia): A retrospective, single-site study

2018 · 209 Zit. · PLoS Medicine

Tackling algorithmic bias and promoting transparency in health datasets: the STANDING Together consensus recommendations

2024 · 108 Zit. · The Lancet Digital Health

Tackling bias in AI health datasets through the STANDING Together initiative

2022 · 81 Zit. · Nature Medicine

A toolbox for surfacing health equity harms and biases in large language models

2024 · 70 Zit. · Nature Medicine

Using a simulation centre to evaluate preliminary acceptability and impact of an artificial intelligence-powered clinical decision support system for depression treatment on the physician–patient interaction

2021 · 55 Zit. · BJPsych Open

Author Correction: Do no harm: a roadmap for responsible machine learning for health care

2019 · 30 Zit. · Nature Medicine

A mixed-methods feasibility study of a novel AI-enabled, web-based, clinical decision support system for the treatment of major depression in adults

2023 · 15 Zit. · Journal of Affective Disorders Reports

Tackling Algorithmic Bias and Promoting Transparency in Health Datasets: The STANDING Together Consensus Recommendations

2024 · 13 Zit. · NEJM AI

Evaluating the Usability and Impact of an Artificial Intelligence-Powered Clinical Decision Support System for Depression Treatment

2020 · 3 Zit. · Biological Psychiatry

Evaluating the Perceived Utility of an Artificial Intelligence-Powered Clinical Decision Support System for Depression Treatment Using a Simulation Centre

2021 · 2 Zit. · medRxiv

Nteasee: Understanding Needs in AI for Health in Africa - A Mixed-Methods Study of Expert and General Population Perspectives

2025 · 1 Zit.

Stop treating `AGI' as the north-star goal of AI research

2025 · 1 Zit. · ArXiv.org