AIMC Topic: Matrix Metalloproteinase 7

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Exploring the potential of machine learning in gastric cancer: prognostic biomarkers, subtyping, and stratification.

BMC cancer Apr 30, 2025
BACKGROUND: Advancements in the management of gastric cancer (GC) and innovative therapeutic approaches highlight the significance of the role of biomarkers in GC prognosis. Machine-learning (ML)-based methods can be applied to identify the most impo...
Humans Machine Learning Prognosis Female Aged Adult Stomach Neoplasms Biomarkers, Tumor Male Middle Aged Principal Component Analysis Neoplasm Staging Vimentin Tumor Suppressor Protein p53 Ki-67 Antigen Matrix Metalloproteinase 7
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Development of a diagnostic model for biliary atresia based on MMP7 and serological tests using machine learning.

Pediatric surgery international Jul 19, 2024
OBJECTIVE: To develop a machine learning diagnostic model based on MMP7 and other serological testing indicators for early and efficient diagnosis of biliary atresia (BA).
Humans Machine Learning Retrospective Studies Infant, Newborn Infant Feces Serologic Tests Matrix Metalloproteinase 7 Biliary Atresia
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Pancreatic cancer biomarker detection by two support vector strategies for recursive feature elimination.

Biomarkers in medicine Feb 15, 2019
AIM: Pancreatic cancer is one of the worst malignant tumors in prognosis. Therefore, to reduce the mortality rate of pancreatic cancer, early diagnosis and prompt treatment are particularly important.
Humans Algorithms Prognosis Survival Rate Biomarkers, Tumor Gene Expression Profiling Case-Control Studies Support Vector Machine Pancreatic Neoplasms Pancreas Proto-Oncogene Proteins c-fos Matrix Metalloproteinase 7 alpha-Macroglobulins
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