Cargando…

Machine Learning Models and Multiparametric Magnetic Resonance Imaging for the Prediction of Pathologic Response to Neoadjuvant Chemotherapy in Breast Cancer

SIMPLE SUMMARY: Achieving pathological complete response (pCR) to neoadjuvant chemotherapy (NAC) in breast cancer (BC) is crucial, as pCR is a surrogate marker for survival. However, only 10–30% of patients achieve it. It is therefore essential to develop tools that enable to accurately predict resp...

Descripción completa

Detalles Bibliográficos
Autores principales:	Herrero Vicent, Carmen, Tudela, Xavier, Moreno Ruiz, Paula, Pedralva, Víctor, Jiménez Pastor, Ana, Ahicart, Daniel, Rubio Novella, Silvia, Meneu, Isabel, Montes Albuixech, Ángela, Santamaria, Miguel Ángel, Fonfria, María, Fuster-Matanzo, Almudena, Olmos Antón, Santiago, Martínez de Dueñas, Eduardo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9317428/ https://www.ncbi.nlm.nih.gov/pubmed/35884572 http://dx.doi.org/10.3390/cancers14143508

Ejemplares similares

Tau Spreading Mechanisms; Implications for Dysfunctional Tauopathies
por: Fuster-Matanzo, Almudena, et al.
Publicado: (2018)

Role of Neuroinflammation in Adult Neurogenesis and Alzheimer Disease: Therapeutic Approaches
por: Fuster-Matanzo, Almudena, et al.
Publicado: (2013)

Acellular approaches for regenerative medicine: on the verge of clinical trials with extracellular membrane vesicles?
por: Fuster-Matanzo, Almudena, et al.
Publicado: (2015)

Tau Protein and Adult Hippocampal Neurogenesis
por: Fuster-Matanzo, Almudena, et al.
Publicado: (2012)

Different Susceptibility to Neurodegeneration of Dorsal and Ventral Hippocampal Dentate Gyrus: A Study with Transgenic Mice Overexpressing GSK3β
por: Fuster-Matanzo, Almudena, et al.
Publicado: (2011)

Quantitative multiparametric MRI predicts response to neoadjuvant therapy in the community setting
por: Virostko, John, et al.
Publicado: (2021)

Low-Cost Microcontroller-Based Multiparametric Probe for Coastal Area Monitoring
por: Parra, Lorena, et al.
Publicado: (2023)

Multiparametric MRI for assessment of early response to neoadjuvant sunitinib in renal cell carcinoma
por: Ursprung, Stephan, et al.
Publicado: (2021)

Molecular hallmarks of breast multiparametric magnetic resonance imaging during neoadjuvant chemotherapy
por: Lin, Peng, et al.
Publicado: (2023)

Multiparametric ultrasound examination for response assessment in breast cancer patients undergoing neoadjuvant therapy
por: Dobruch-Sobczak, K., et al.
Publicado: (2021)

Glycogen synthase kinase-3β regulates fractalkine production by altering its trafficking from Golgi to plasma membrane: implications for Alzheimer’s disease
por: Fuster-Matanzo, Almudena, et al.
Publicado: (2016)

Machine learning with multiparametric magnetic resonance imaging of the breast for early prediction of response to neoadjuvant chemotherapy
por: Lo Gullo, Roberto, et al.
Publicado: (2019)

Multiparametric MRI radiomics fusion for predicting the response and shrinkage pattern to neoadjuvant chemotherapy in breast cancer
por: Fan, Ming, et al.
Publicado: (2023)

Variabilidad de las decisiones médicas y su repercusión sobre las poblaciones
por: Meneu, Ricardo
Publicado: (2002)

Investigating the prediction value of multiparametric magnetic resonance imaging at 3 T in response to neoadjuvant chemotherapy in breast cancer
por: Minarikova, Lenka, et al.
Publicado: (2016)

Multiparametric MRI-based radiomics analysis for the prediction of breast tumor regression patterns after neoadjuvant chemotherapy
por: Zhuang, Xiaosheng, et al.
Publicado: (2020)

Predicting pathologic response to neoadjuvant chemotherapy in patients with locally advanced breast cancer using multiparametric MRI
por: Lu, Nannan, et al.
Publicado: (2021)

Feasibility of a multiparametric MRI protocol for imaging biomarkers associated with neoadjuvant radiotherapy for soft tissue sarcoma
por: Kershaw, Lucy, et al.
Publicado: (2021)

Building Accurate Intracellular Polarity Maps through Multiparametric Microscopy
por: Gonzalez-Garcia, M. Carmen, et al.
Publicado: (2020)

A deep learning-based application for COVID-19 diagnosis on CT: The Imaging COVID-19 AI initiative
por: Topff, Laurens, et al.
Publicado: (2023)

Multiparametric Contrast-Enhanced Ultrasound in Early Prediction of Response to Neoadjuvant Chemotherapy and Recurrence-Free Survival in Breast Cancer
por: Wan, Caifeng, et al.
Publicado: (2023)

Multiparametric statistics
por: Serdobolskii, Vadim Ivanovich
Publicado: (2007)

Las crisis de salud pública en una sociedad desarrollada. Aciertos y limitaciones en España. Informe SESPAS 2010
por: Gérvas, Juan, et al.
Publicado: (2010)

Evaluating residual tumor after neoadjuvant chemotherapy for muscle-invasive urothelial bladder cancer: diagnostic performance and outcomes using biparametric vs. multiparametric MRI
por: Woo, Sungmin, et al.
Publicado: (2023)

Industrialización y crecimiento de los países en desarrollo
por: Muns Albuixech, Joaquín
Publicado: (1972)

Machine learning-based multiparametric MRI radiomics for predicting poor responders after neoadjuvant chemoradiotherapy in rectal Cancer patients
por: Wang, Jia, et al.
Publicado: (2022)

A prognostic index for locoregional recurrence after neoadjuvant chemotherapy
por: Herrero-Vicent, C, et al.
Publicado: (2016)

Multiparametric Magnetic Resonance Imaging Grades the Aggressiveness of Prostate Cancer
por: Morote, Juan, et al.
Publicado: (2022)

Automated Glioblastoma Segmentation Based on a Multiparametric Structured Unsupervised Classification
por: Juan-Albarracín, Javier, et al.
Publicado: (2015)

Multiparametric (18)F-FDG PET/MRI-Based Radiomics for Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer
por: Umutlu, Lale, et al.
Publicado: (2022)

Prediction of pathologic complete response to neoadjuvant systemic therapy in triple negative breast cancer using deep learning on multiparametric MRI
por: Zhou, Zijian, et al.
Publicado: (2023)

The N-Terminal Region of Nurr1 (a.a 1–31) Is Essential for Its Efficient Degradation by the Ubiquitin Proteasome Pathway
por: Alvarez-Castelao, Beatriz, et al.
Publicado: (2013)

Peripherally triggered and GSK-3β-driven brain inflammation differentially skew adult hippocampal neurogenesis, behavioral pattern separation and microglial activation in response to ibuprofen
por: Llorens-Martín, M, et al.
Publicado: (2014)

Prediction of Tumor Shrinkage Pattern to Neoadjuvant Chemotherapy Using a Multiparametric MRI-Based Machine Learning Model in Patients With Breast Cancer
por: Huang, Yuhong, et al.
Publicado: (2021)

Multiparametric PET/CT in oncology
por: Singh, Dalveer, et al.
Publicado: (2012)

Multiparametric evaluation of sedation in the ICU
por: Donati, A, et al.
Publicado: (2008)

Multiparametric MRI in Prostate Cancer
por: Esen, Tarık, et al.
Publicado: (2014)

Open-Source Multiparametric Optocardiography
por: Cathey, Brianna, et al.
Publicado: (2019)

Multiparametric MRI and Whole Slide Image-Based Pretreatment Prediction of Pathological Response to Neoadjuvant Chemoradiotherapy in Rectal Cancer: A Multicenter Radiopathomic Study
por: Shao, Lizhi, et al.
Publicado: (2020)

Predicting Response to Total Neoadjuvant Treatment (TNT) in Locally Advanced Rectal Cancer Based on Multiparametric Magnetic Resonance Imaging: A Retrospective Study
por: Ouyang, Ganlu, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_7ca5lmms0ff3vv4nuphcucki8n