Prediction of tumor size in patients with invasive ductal carcinoma using FT-IR spectroscopy combined with chemometrics: a preliminary study

Precise detection of tumor size is essential for early diagnosis, treatment, and evaluation of the prognosis of breast cancer. However, there are some errors between the tumor size of breast cancer measured by conventional imaging methods and the pathological tumor size. Invasive ductal carcinoma (I...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Analytical and bioanalytical chemistry Jg. 413; H. 12; S. 3209 - 3222
Hauptverfasser:	Zhu, Zhimin, Chen, Cheng, Chen, Chen, Yan, Ziwei, Chen, Fangfang, Yang, Bo, Zhang, Huiting, Han, Huijie, Lv, Xiaoyi
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Berlin/Heidelberg Springer Berlin Heidelberg 01.05.2021 Springer Springer Nature B.V
Schlagworte:	Algorithms Analysis Analytical Chemistry Back propagation Back propagation networks Biochemistry blood serum Breast cancer breast neoplasms carcinoma Characterization and Evaluation of Materials Chemistry Chemistry and Materials Science Chemometrics Diagnostic systems diagnostic techniques Diameters early diagnosis Evaluation Food Science Fourier transform infrared spectroscopy Fourier transforms Genetic algorithms Infrared spectroscopy Laboratory Medicine Mathematical models Medical imaging Methods Monitoring/Environmental Analysis Neural networks Particle swarm optimization Patients prediction prognosis Research Paper Spectroscopic analysis Spectrum analysis Support vector machines Surgery Test sets Trauma Tumors China Chemometric methods GS-SVR GA-BP-ANN Fourier transform infrared spectroscopy Tumor size PSO-BP-ANN
ISSN:	1618-2642, 1618-2650, 1618-2650
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!