ISSN: 1807-5932
e-ISSN: 1980-5322

Clinics is a gold open access electronic international journal that publishes peer-reviewed research in continuous flow of interest to clinicians and researchers in medical and biomedical sciences based on its originality, importance, conclusions and interest to readers. CLINICS also publishes Comments and Editorials. The journal is committed to the principles of ethics, respect for the individual, humanization, honesty, pioneering spirit and excellence.Clinics is the Official Scientific journal of Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HC-FMUSP).

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Original articles

Exploratory unsupervised machine learning of angiogenesis biomarkers in a phase II advanced cervical cancer trial of radiochemotherapy with or without neoadjuvant chemotherapy

Roberto J. Araia,b,

Corresponding author

arairj@yahoo.com.br

Corresponding author.

, Thiago R. da Costaa, Renata Colombo Bonadioc, Silvaneide Ferreiraa, Laura Sicheroa,d, Hugo P. Monteiroe, Arnold Sternf, Maria Del Pilar Estevez-Diza,d

a Instituto do Câncer do Estado de São Paulo (ICESP), Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil

b AW Scientific Engineering, Londrina, PR, Brazil

c Instituto D’Or de Pesquisa e Ensino (IDOR), São Paulo, SP, Brazil

d Comprehensive Center for Precision Oncology, Universidade de São Paulo, São Paulo, SP, Brazil

e Department of Biochemistry, Center of Cellular and Molecular Therapy, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, SP, Brazil

f Grossman School of Medicine, New York University, NY USA

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Article information

ISSN: 18075932
Original language: English

DOI:10.1016/j.clinsp.2025.100723