Search results - ORA - Oxford University Research Archive

1

Journal article

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

Collins, GS, Moons, KGM, Dhiman, P, et al.
2024-04-16

2

Journal article

Transparent reporting of multivariable prediction models developed or validated using clustered data (TRIPOD-Cluster): explanation and elaboration

Debray, TPA, Collins, GS, Riley, RD, et al.
2023-02-07

3

Journal article

Transparent reporting of multivariable prediction models developed or validated using clustered data: TRIPOD-Cluster checklist

Debray, TPA, Collins, GS, Riley, RD, et al.
2023-02-07

4

Journal article

Minimum sample size for developing a multivariable prediction model using multinomial logistic regression

Pate, A, Riley, RD, Collins, GS, et al.
2023-01-19

5

Journal article

Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review

Dhiman, P, Ma, J, Andaur Navarro, CL, et al.
2023-03-17

6

Journal article

Evaluation of clinical prediction models (part 1): from development to external validation

Collins, GS, Dhiman, P, Ma, J, et al.
2024-01-08

7

Journal article

Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review

Dhiman, P, Ma, J, Andaur Navarro, CL, et al.
2022-04-08

8

Journal article

Risk of bias of prognostic models developed using machine learning: a systematic review in oncology

Dhiman, P, Ma, J, Andaur Navarro, CL, et al.
2022-07-07

9

Journal article

Utility of pre-operative haemoglobin concentration to guide peri-operative blood tests for hip and knee arthroplasty: a decision curve analysis

Dhiman, P, Gibbs, VN, Collins, GS, et al.
2022-05-11

10

Journal article

Methodology over metrics: current scientific standards are a disservice to patients and society

Van Calster, B, Wynants, L, Riley, RD, et al.
2021-05-30

11

Journal article

Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved

Dhiman, P, Ma, J, Navarro, CA, et al.
2021-06-29

12

Journal article

Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence

Collins, GS, Dhiman, P, Andaur Navarro, CL, et al.
2021-07-09

13

Journal article

A note on estimating the Cox-Snell R2 from a reported C statistic (AUROC) to inform sample size calculations for developing a prediction model with a binary outcome

Riley, RD, Van Calster, B, Collins, GS
2020-12-07

14

Journal article

ROC curves for clinical prediction models part 1. ROC plots showed no added value above the AUC when evaluating the performance of clinical prediction models

Verbakel, JY, Steyerberg, EW, Uno, H, et al.
2020-07-22

15

Journal article

Statistics versus machine learning: definitions are interesting (but understanding, methodology, and reporting are more important)

Van Calster, B, Verbakel, JY, Christodoulou, E, et al.
2019-08-16

16

Journal article

ROC curves for clinical prediction models part 3. The ROC plot: a picture that needs a 1000 words

Van Calster, B, Wynants, L, Collins, GS, et al.
2020-06-17

17

Journal article

Regarding a nomogram to predict osteoradionecrosis in oral cancer after marginal mandibulectomy and radiotherapy

Collins, GS, Van Calster, B
2019-05-31

18

Journal article

Prediction models for diagnosis and prognosis of covid-19 infection: systematic review and critical appraisal

Wynants, L, Van Calster, B, Bonten, MMJ, et al.
2020-04-07

19

Journal article

Predictive analytics in health care: how can we know it works?

Van Calster, B, Wynants, L, Timmerman, D, et al.
2019-08-02

20

Journal article

Artificial intelligence algorithms for medical prediction should be nonproprietary and readily available

Van Calster, B, Steyerberg, E, Collins, G
2019-05-01

21

Journal article

A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models

Evangelia, C, Jie, M, Collins, G, et al.
2019-02-11

22

Journal article

Imaging in gynecological disease: clinical and ultrasound features of immature teratomas of the ovary

Landolfo, C, Froyman, W, Bourne, T, et al.
2016-09-08

23

Journal article

Consequences of relying on statistical significance: some illustrations

Van Calster, B, Steyerberg, E, Collins, G, et al.
2018-02-13

24

Journal article

Clinical utility of risk models to refer patients with adnexal masses to specialized oncology care: multicenter external validation using decision curve analysis.

Wynants, L, Timmerman, D, Verbakel, J, et al.
2017-05-16

25

Journal article

Flawed external validation study of the ADNEX model to diagnose ovarian cancer.

Van Calster, B, Steyerberg, E, Bourne, T, et al.
2016-09-01

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