Serum peptide biomarkers by MALDI-TOF MS coupled with machine learning for diagnosis and classification of hepato-pancreato-biliary cancers

P Piya Prajumwongs A Attapol Titapun V Vasin Thanasukarn A Apiwat Jareanrat N Natcha Khuntikeo K Krit Rattanarak N Nisana Namwat P Poramate Klanrit A Arporn Wangwiwatsin J Jarin Chindaprasirt S Supinda Koonmee P Prakasit Sa-Ngiamwibool N Nattha Muangritdech S Sawanya Charoenlappanit J Janthima Jaresitthikunchai S Sittiruk Roytrakul W Watcharin Loilome

Article Details

Volume / Issue Vol. 15, Issue 1
Published August 09, 2025
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (17)

P

Piya Prajumwongs

A

Attapol Titapun

V

Vasin Thanasukarn

A

Apiwat Jareanrat

N

Natcha Khuntikeo

K

Krit Rattanarak

N

Nisana Namwat

P

Poramate Klanrit

A

Arporn Wangwiwatsin

J

Jarin Chindaprasirt

S

Supinda Koonmee

P

Prakasit Sa-Ngiamwibool

N

Nattha Muangritdech

S

Sawanya Charoenlappanit

J

Janthima Jaresitthikunchai

S

Sittiruk Roytrakul

W

Watcharin Loilome