{"title":"Growth, and Stock Status Assessment of African Catfish, <i>Clarias anguillaris</i> (Linnaeus, 1758) from Burkina Faso Newly Man-Made Lake Samandeni","authors":"Nomwine Da, R. Ouedraogo, A. Ouéda","doi":"10.4236/abb.2023.147022","DOIUrl":"https://doi.org/10.4236/abb.2023.147022","url":null,"abstract":"","PeriodicalId":65405,"journal":{"name":"生命科学与技术进展(英文)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70470515","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Biotechnological Assessment of <i>Suaeda arcuate</i> under <i>in Vitro</i> Conditions","authors":"Khulkar U. Khalbekova, Jamoliddin Ziyavitdinov","doi":"10.4236/abb.2023.148023","DOIUrl":"https://doi.org/10.4236/abb.2023.148023","url":null,"abstract":"","PeriodicalId":65405,"journal":{"name":"生命科学与技术进展(英文)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70470557","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Value of 18F-FDG PET/CT Based on PD-L1 to Predict Outcomes of Immunotherapy in NSCLC","authors":"Fuxia Xie, Mengdan Li, Xing-guo Jing","doi":"10.4236/abb.2023.144010","DOIUrl":"https://doi.org/10.4236/abb.2023.144010","url":null,"abstract":"","PeriodicalId":65405,"journal":{"name":"生命科学与技术进展(英文)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70469908","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Urinary Tract Infections in a Tunisian Orthopedic Institute: Major Strain Microbiological Profile","authors":"H. Kilani, Salma Kaoual, Fatma Kaâbi, S. Besbes","doi":"10.4236/abb.2023.143006","DOIUrl":"https://doi.org/10.4236/abb.2023.143006","url":null,"abstract":"","PeriodicalId":65405,"journal":{"name":"生命科学与技术进展(英文)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70469735","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Isolation and Identification of Fungi That Cause Hair Loss (Alopecia)","authors":"M. M. Atta, Falah A. Hussein","doi":"10.4236/abb.2023.147021","DOIUrl":"https://doi.org/10.4236/abb.2023.147021","url":null,"abstract":"","PeriodicalId":65405,"journal":{"name":"生命科学与技术进展(英文)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70470498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Predicting the stages of cancer accurately is crucial for effective treatment planning. In this study, we aimed to develop a model using gene expression data and XGBoost (eXtreme Gradient Boosting) that include clinical and demographic variables to predict specific lung cancer stages in patients. By conducting the feature selection using the Wilcoxon Rank Test, we picked the most impactful genes associated with lung cancer stage prediction. Our model achieved an overall accuracy of 82% in classifying lung cancer stages according to patients’ gene expression data. These findings demonstrate the potential of gene expression analysis and machine learning techniques in improving the accuracy of lung cancer stage prediction, aiding in personalized treatment decisions.
{"title":"Predicting Lung Cancer Stage by Expressions of Protein-Encoding Genes","authors":"Sicong Chen","doi":"10.4236/abb.2023.148024","DOIUrl":"https://doi.org/10.4236/abb.2023.148024","url":null,"abstract":"Predicting the stages of cancer accurately is crucial for effective treatment planning. In this study, we aimed to develop a model using gene expression data and XGBoost (eXtreme Gradient Boosting) that include clinical and demographic variables to predict specific lung cancer stages in patients. By conducting the feature selection using the Wilcoxon Rank Test, we picked the most impactful genes associated with lung cancer stage prediction. Our model achieved an overall accuracy of 82% in classifying lung cancer stages according to patients’ gene expression data. These findings demonstrate the potential of gene expression analysis and machine learning techniques in improving the accuracy of lung cancer stage prediction, aiding in personalized treatment decisions.","PeriodicalId":65405,"journal":{"name":"生命科学与技术进展(英文)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70470595","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
D. T. Dondjou, Henri Fankem, A. Diedhiou, Marie-Thérèse Mofini, D. Mbodj, Sarah Pignoly, B. Manneh, L. Laplaze, A. Kane, V. D. Taffouo
{"title":"Effect of Long-Term Inorganic Fertilization on Diversity and Abundance of Bacterial and Archaeal Communities at Tillage in Irrigated Rice Field","authors":"D. T. Dondjou, Henri Fankem, A. Diedhiou, Marie-Thérèse Mofini, D. Mbodj, Sarah Pignoly, B. Manneh, L. Laplaze, A. Kane, V. D. Taffouo","doi":"10.4236/abb.2023.141002","DOIUrl":"https://doi.org/10.4236/abb.2023.141002","url":null,"abstract":"","PeriodicalId":65405,"journal":{"name":"生命科学与技术进展(英文)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70469703","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
B. Ouattara, D. Sérémé, L. Nitiéma, I. Wonni, Kadidia Koita
{"title":"Genetic Diversity Analysis of Badnaviruses Infecting Banana in Burkina Faso","authors":"B. Ouattara, D. Sérémé, L. Nitiéma, I. Wonni, Kadidia Koita","doi":"10.4236/abb.2023.143008","DOIUrl":"https://doi.org/10.4236/abb.2023.143008","url":null,"abstract":"","PeriodicalId":65405,"journal":{"name":"生命科学与技术进展(英文)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70469834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Ontogenes and Their Role in Cellular Construction","authors":"B. F. Chadov, N. B. Fedorova","doi":"10.4236/abb.2023.142004","DOIUrl":"https://doi.org/10.4236/abb.2023.142004","url":null,"abstract":"","PeriodicalId":65405,"journal":{"name":"生命科学与技术进展(英文)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70470107","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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