[HTML][HTML] Tumor initiation and early tumorigenesis: molecular mechanisms and interventional targets

S Zhang, X Xiao, Y Yi, X Wang, L Zhu, Y Shen… - … and Targeted Therapy, 2024 - nature.com
Tumorigenesis is a multistep process, with oncogenic mutations in a normal cell conferring
clonal advantage as the initial event. However, despite pervasive somatic mutations and …

Use of Virus Genotypes in Machine Learning Diagnostic Prediction Models for Cervical Cancer in Women With High-Risk Human Papillomavirus Infection

T Xiao, C Wang, M Yang, J Yang, X Xu… - JAMA Network …, 2023 - jamanetwork.com
Importance High-risk human papillomavirus (hrHPV) is recognized as an etiologic agent for
cervical cancer, and hrHPV DNA testing is recommended as the preferred method of …

[HTML][HTML] Mathematical Modelling of Cervical Precancerous Lesion Grade Risk Scores: Linear Regression Analysis of Cellular Protein Biomarkers and Human Papillomavirus E6 …

S Bumrungthai, T Ekalaksananan, P Kleebkaow… - Diagnostics, 2023 - mdpi.com
The current practice of determining histologic grade with a single molecular biomarker can
facilitate differential diagnosis but cannot predict the risk of lesion progression. Cancer is …

[HTML][HTML] Using online search activity for earlier detection of gynaecological malignancy

JF Barcroft, E Yom-Tov, V Lampos, LB Ellis… - BMC public health, 2024 - Springer
Background Ovarian cancer is the most lethal and endometrial cancer the most common
gynaecological cancer in the UK, yet neither have a screening program in place to facilitate …

[HTML][HTML] Evaluating the feasibility of machine-learning-based predictive models for precancerous cervical lesions in patients referred for colposcopy

M Chen, J Wang, P Xue, Q Li, Y Jiang, Y Qiao - Diagnostics, 2022 - mdpi.com
Background: Colposcopy plays an essential role in cervical cancer control, but its
performance remains unsatisfactory. This study evaluates the feasibility of machine learning …

[HTML][HTML] Developing a predictive nomogram for colposcopists: a retrospective, multicenter study of cervical precancer identification in China

P Xue, S Seery, S Wang, Y Jiang, Y Qiao - BMC cancer, 2023 - Springer
Background Colposcopic examination with biopsy is the standard procedure for referrals
with abnormal cervical cancer screening results; however, the decision to biopsy is …