Cargando…

Machine Learning-Assisted Ensemble Analysis for the Prediction of Response to Neoadjuvant Chemotherapy in Locally Advanced Cervical Cancer

The clinical benefit of neoadjuvant chemotherapy (NACT) before concurrent chemoradiotherapy (CCRT) vs. adjuvant chemotherapy after CCRT is debated. Non-response to platinum-based NACT is a major contributor to poor prognosis, but there is currently no reliable method for predicting the response to N...

Descripción completa

Detalles Bibliográficos
Autores principales:	Huang, Yibao, Zhu, Qingqing, Xue, Liru, Zhu, Xiaoran, Chen, Yingying, Wu, Mingfu
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Oncology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9001844/ https://www.ncbi.nlm.nih.gov/pubmed/35425697 http://dx.doi.org/10.3389/fonc.2022.817250

Ejemplares similares

Tumor microenvironment promotes lymphatic metastasis of cervical cancer: its mechanisms and clinical implications
por: Li, Yuting, et al.
Publicado: (2023)

Global burden and trends of pelvic organ prolapse associated with aging women: An observational trend study from 1990 to 2019
por: Wang, Bo, et al.
Publicado: (2022)

Postoperative Adjuvant Chemotherapy Improved the Prognosis in Locally Advanced Cervical Cancer Patients With Optimal Response to Neoadjuvant Chemotherapy
por: Feng, Xiaojie, et al.
Publicado: (2020)

Recent Advances in Second Near-Infrared Region (NIR-II) Fluorophores and Biomedical Applications
por: Chen, Yingying, et al.
Publicado: (2021)

Prediction of Response to Preoperative Neoadjuvant Chemotherapy in Locally Advanced Cervical Cancer Using Multicenter CT-Based Radiomic Analysis
por: Tian, Xin, et al.
Publicado: (2020)

Neoadjuvant chemotherapy for locally advanced cervical cancer
por: Iwata, Takashi, et al.
Publicado: (2016)

Survival and complications after neoadjuvant chemoradiotherapy versus neoadjuvant chemotherapy for locally advanced gastric cancer: a systematic review and meta-analysis
por: Zhu, Youqi, et al.
Publicado: (2023)

Circulating miR-326 could serve as a predictive biomarker for response to neoadjuvant chemotherapy in locally advanced cervical cancer
por: Zou, Kangni, et al.
Publicado: (2022)

The role of neoadjuvant chemotherapy in patients with locally advanced colon cancer: A systematic review and meta-analysis
por: Liang, Zongyu, et al.
Publicado: (2022)

Optimal Timing to Surgery After Neoadjuvant Chemotherapy for Locally Advanced Gastric Cancer
por: Wang, Yinkui, et al.
Publicado: (2020)

Neoadjuvant camrelizumab plus chemotherapy for locally advanced cervical cancer (NACI Study): a study protocol of a prospective, single-arm, phase II trial
por: Chen, Jing, et al.
Publicado: (2023)

Neoadjuvant Sintilimab Plus Chemotherapy in Resectable Locally Advanced Esophageal Squamous Cell Carcinoma
por: Lv, Huilai, et al.
Publicado: (2022)

Treatment Switch in Poor Responders with Locally Advanced Gastric Cancer After Neoadjuvant Chemotherapy
por: Liu, Zining, et al.
Publicado: (2021)

Paclitaxel Plus Platinum Neoadjuvant Chemotherapy Followed by Surgery Versus Primary Surgery in Locally Advanced Cervical Cancer—A Propensity Score Matching Analysis
por: Zhang, Yanan, et al.
Publicado: (2020)

A Machine Learning Model for Predicting a Major Response to Neoadjuvant Chemotherapy in Advanced Gastric Cancer
por: Chen, Yonghe, et al.
Publicado: (2021)

Transcriptomic signature defines two subtypes of locally advanced PCa with distinct neoadjuvant therapy benefits
por: Zhu, Yinjie, et al.
Publicado: (2023)

Intact glycopeptides identified by LC-MS/MS as biomarkers for response to chemotherapy of locally advanced cervical cancer
por: Li, Jing, et al.
Publicado: (2023)

Preoperative Concurrent Chemoradiotherapy Versus Neoadjuvant Chemotherapy for Locally Advanced Gastric Cancer: Phase II Randomized Study
por: Wang, Xin, et al.
Publicado: (2022)

Acute Inflammatory Response During Neoadjuvant Chemotherapy for Locally Advanced Breast Cancer: A Case Report
por: Feng, Xiaolan, et al.
Publicado: (2017)

Efficacy and safety of neoadjuvant immunotherapy combined with chemotherapy in locally advanced esophageal cancer: A meta-analysis
por: Wang, Jincheng, et al.
Publicado: (2022)

Prolonged neoadjuvant chemotherapy without radiation versus total neoadjuvant therapy for locally advanced rectal cancer: A propensity score matched study
por: Zhao, Xuan, et al.
Publicado: (2022)

Neoadjuvant Therapy for Locally Advanced Esophageal Cancers
por: Huang, Runkai, et al.
Publicado: (2022)

Prognostic Value of Interval Between the Initiation of Neoadjuvant Treatment to Surgery for Patients With Locally Advanced Rectal Cancer Following Neoadjuvant Chemotherapy, Radiotherapy and Definitive Surgery
por: Wan, Xiang-Bo, et al.
Publicado: (2020)

Survival Comparison of Neoadjuvant Chemotherapy Followed by Irreversible Electroporation Versus Conversional Resection for Locally Advanced Pancreatic Cancer
por: He, Chaobin, et al.
Publicado: (2021)

Case Report: Clinical application of continuous arterial infusion chemotherapy in neoadjuvant therapy for locally advanced gastric cancer
por: Lin, Wenli, et al.
Publicado: (2023)

An Immune Model to Predict Prognosis of Breast Cancer Patients Receiving Neoadjuvant Chemotherapy Based on Support Vector Machine
por: Wang, Mozhi, et al.
Publicado: (2021)

Variation of PD-L1 expression in locally advanced cervical cancer following neoadjuvant chemotherapy
por: Liang, Yun, et al.
Publicado: (2020)

Advances in Imaging in Evaluating the Efficacy of Neoadjuvant Chemotherapy for Breast Cancer
por: Kong, Xianshu, et al.
Publicado: (2022)

M1 macrophage predicted efficacy of neoadjuvant camrelizumab combined with chemotherapy vs chemotherapy alone for locally advanced ESCC: A pilot study
por: Wang, Shu, et al.
Publicado: (2023)

Using Radiomics and Machine Learning Applied to MRI to Predict Response to Neoadjuvant Chemotherapy in Locally Advanced Cervical Cancer
por: Chiappa, Valentina, et al.
Publicado: (2023)

Advance in integrating platinum-based chemotherapy with radiotherapy for locally advanced nasopharyngeal carcinoma
por: Zhu, Fubin, et al.
Publicado: (2023)

Neoadjuvant Arterial Embolization Chemotherapy Combined PD-1 Inhibitor for Locally Advanced Rectal Cancer (NECI Study): a protocol for a phase II study
por: Fan, Yiqun, et al.
Publicado: (2023)

Neoadjuvant Immune Checkpoint Inhibitors Plus Chemotherapy in Locally Advanced Esophageal Squamous Cell Carcinoma: Perioperative and Survival Outcomes
por: Ma, Xiao, et al.
Publicado: (2022)

Quantitative Dynamic-Enhanced MRI and Intravoxel Incoherent Motion Diffusion−Weighted Imaging for Prediction of the Pathological Response to Neoadjuvant Chemotherapy and the Prognosis in Locally Advanced Gastric Cancer
por: Zhu, Yongjian, et al.
Publicado: (2022)

The Role of the Metabolic Parameters of (18)F-FDG PET/CT in Patients With Locally Advanced Cervical Cancer
por: Wang, Dunhuang, et al.
Publicado: (2021)

Effect of hysterectomy on ovarian function: a systematic review and meta-analysis
por: Huang, Yibao, et al.
Publicado: (2023)

Editorial: Recent advancements in neoadjuvant chemotherapy for specific breast cancer subtypes
por: Adham, Sirin A., et al.
Publicado: (2022)

One to Two Cycles of Consolidation Chemotherapy With Capecitabine After Neoadjuvant Chemoradiotherapy Does Not Benefit Low-Risk Patients With Locally Advanced Middle-Low Rectal Cancer
por: Sheng, Xueqing, et al.
Publicado: (2021)

Neoadjuvant Chemotherapy Versus Direct Surgery for Locally Advanced Gastric Cancer With Serosal Invasion (cT4NxM0): A Propensity Score-Matched Analysis
por: Xu, Wei, et al.
Publicado: (2021)

The comparative study for survival outcome of locally advanced cervical cancer treated by neoadjuvant arterial interventional chemotherapy or intravenous chemotherapy followed by surgery or concurrent chemoradiation
por: Sun, Yi, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_4oc0cqigrektnl9o93qv45898p