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1

Machine learning approaches to enhance diagnosis and stagin..:

McTeer, Matthew ; Applegate, Douglas ; Mesenbrink, Peter...
PLOS ONE. 19 (2024) 2 - p. e0299487 , 2024

Link: https://doi.org/10.1371/..

2

Clinical practice guidelines for the care of girls and wome..:

Gravholt, Claus H ; Andersen, Niels H ; Christin-Maitre, Sophie...
European Journal of Endocrinology. 190 (2024) 6 - p. G53-G151 , 2024

Link: https://doi.org/10.1093/..

3

THU-343 Dissecting metabolic dysfunction-associated steatot..:

Liu, Jun ; Hu, Sile ; Xiao, Sihao...
Journal of Hepatology. 80 (2024) - p. S135-S136 , 2024

Link: https://doi.org/10.1016/..

4

Translating the potential of the urine steroid metabolome t..:

Miller, Hamish ; Harman, David ; Aithal, Guruprasad Padur...
BMJ Open. 14 (2024) 1 - p. e074918 , 2024

Link: https://doi.org/10.1136/..

5

S1 File -:

Matthew McTeer ; Douglas Applegate ; Peter Mesenbrink...
doi:10.1371/journal.pone.0299487.s001. , 2024

Link: https://doi.org/10.1371/..

6

Translating the potential of the urine steroid metabolome t..:

Miller, Hamish ; Harman, David ; Aithal, Guruprasad Padur...
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10806741/. , 2024

Link: http://www.ncbi.nlm.nih...

7

Clinical variables owing to three feature sets used within ..:

Matthew McTeer ; Douglas Applegate ; Peter Mesenbrink...
doi:10.1371/journal.pone.0299487.t001. , 2024

Link: https://doi.org/10.1371/..

8

Clinical variables owing to three feature sets used within ..:

Matthew McTeer ; Douglas Applegate ; Peter Mesenbrink...
doi:10.1371/journal.pone.0299487.t001. , 2024

Link: https://doi.org/10.1371/..

9

SHAP force plots:

Matthew McTeer ; Douglas Applegate ; Peter Mesenbrink...
doi:10.1371/journal.pone.0299487.g004. , 2024

Link: https://doi.org/10.1371/..

10

SHAP summary plots:

Matthew McTeer ; Douglas Applegate ; Peter Mesenbrink...
doi:10.1371/journal.pone.0299487.g003. , 2024

Link: https://doi.org/10.1371/..

11

Translating the potential of the urine steroid metabolome t..:

David Sheridan ; Jeremy F Cobbold ; Jeremy W Tomlinson...
https://bmjopen.bmj.com/content/14/1/e074918.full. , 2024

Link: https://doi.org/10.1136/..

12

Training/Test set comparison:

Matthew McTeer ; Douglas Applegate ; Peter Mesenbrink...
doi:10.1371/journal.pone.0299487.g002. , 2024

Link: https://doi.org/10.1371/..

13

ML/Linear approach comparison for predicting At-Risk MASH:

Matthew McTeer ; Douglas Applegate ; Peter Mesenbrink...
doi:10.1371/journal.pone.0299487.g001. , 2024

Link: https://doi.org/10.1371/..

14

MASLD target condition's class distribution:

Matthew McTeer ; Douglas Applegate ; Peter Mesenbrink...
doi:10.1371/journal.pone.0299487.t002. , 2024

Link: https://doi.org/10.1371/..

15

Evaluation metrics for 'Core' dataset performance upon pred..:

Matthew McTeer ; Douglas Applegate ; Peter Mesenbrink...
doi:10.1371/journal.pone.0299487.t003. , 2024

Link: https://doi.org/10.1371/..

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