A5103074470- Forensic and Genetic Research
- Lung Cancer Diagnosis and Treatment
- Cancer-related molecular mechanisms research
- Molecular Biology Techniques and Applications
- Radiomics and Machine Learning in Medical Imaging
- Gut microbiota and health
Weifang People's Hospital
2022-2024
Forensic microbiome research is a field with wide range of applications and number protocols have been developed for its use in this area research. As individuals host radically different microbiota, the human expected to become new biomarker forensic identification. To achieve an effective procedure understanding factors which can alter determinations stable changing elements will be critical selecting appropriate targets investigation. The 16S rRNA gene, notable conservation specificity,...
Lung cancer is one of the leading causes death. Patients with early-stage lung can be treated by surgery, while patients in middle and late stages need chemotherapy or radiotherapy. Therefore, accurate staging crucial for doctors to formulate treatment plans patients. In this paper, random forest algorithm used as stage prediction model, accuracy discussed microbiome, transcriptome, microbe, transcriptome fusion groups, model measured indicators such ACC, recall, precision. The results...