Xiaoxuan Liu

TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods

2024 · 1.829 Zit. · BMJ

A comparison of deep learning performance against health-care professionals in detecting diseases from medical imaging: a systematic review and meta-analysis

2019 · 1.776 Zit. · The Lancet Digital Health

Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension

2020 · 983 Zit. · Nature Medicine

Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension

2020 · 576 Zit. · Nature Medicine

Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI Extension

2020 · 559 Zit. · BMJ

Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

2022 · 468 Zit. · Nature Medicine

Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension

2020 · 408 Zit. · The Lancet Digital Health

Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension

2020 · 377 Zit. · The Lancet Digital Health

Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

2022 · 347 Zit. · BMJ

Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI Extension

2020 · 335 Zit. · BMJ

Automated deep learning design for medical image classification by health-care professionals with no coding experience: a feasibility study

2019 · 312 Zit. · The Lancet Digital Health

Developing a reporting guideline for artificial intelligence-centred diagnostic test accuracy studies: the STARD-AI protocol

2021 · 301 Zit. · BMJ Open

PROBAST+AI: an updated quality, risk of bias, and applicability assessment tool for prediction models using regression or artificial intelligence methods

2025 · 295 Zit. · BMJ

Health data poverty: an assailable barrier to equitable digital health care

2021 · 293 Zit. · The Lancet Digital Health

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

2023 · 257 Zit. · Nature Medicine