Pub Date : 2023-01-01DOI: 10.1504/ijcbdd.2023.10054022
J. Sathiaseelan, M. Priyadharsini
{"title":"Advanced DEEPCNN Breast Cancer Mammogram Image Detection and Classification with Butterfly Optimization Algorithm","authors":"J. Sathiaseelan, M. Priyadharsini","doi":"10.1504/ijcbdd.2023.10054022","DOIUrl":"https://doi.org/10.1504/ijcbdd.2023.10054022","url":null,"abstract":"","PeriodicalId":39227,"journal":{"name":"International Journal of Computational Biology and Drug Design","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66715771","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}
Pub Date : 2023-01-01DOI: 10.1504/ijcbdd.2023.133849
R. Balamurugan, Pushkar Nahar, Suyash Agarwal, S.P. Raja
{"title":"Triclustering of gene expression microarray data using a hybrid bio-inspired approach","authors":"R. Balamurugan, Pushkar Nahar, Suyash Agarwal, S.P. Raja","doi":"10.1504/ijcbdd.2023.133849","DOIUrl":"https://doi.org/10.1504/ijcbdd.2023.133849","url":null,"abstract":"","PeriodicalId":39227,"journal":{"name":"International Journal of Computational Biology and Drug Design","volume":"15 1","pages":"430-444"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136002816","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}
Pub Date : 2023-01-01DOI: 10.1504/ijcbdd.2023.133840
M. Suriya Priyadharsini, J.G.R. Sathiaseelan
A major aspect influencing human health is breast cancer. Mammography, fine needle aspiration, and surgical biopsy are some of the evolving diagnosis methods for this problem. Pathology images are used to diagnose breast cancer. Breast tumour surgery allows doctors to microscopically study breast tissue. Traditional methods use a cuckoo-optimised radial basis neural network. Earlier RBN algorithms handled feature extraction and reduction differently. To reduce unneeded complexity, outperform convolutional neural network (CNN) for feature extraction and classification. The Butterfly optimisation technique suggests a CNN. Zernike moments' scale, interpretation, and rotation similarity lets us bypass numerous pre-processing steps. The picture dataset was created from tumour treatment archives. The Butterfly optimisation method feeds the DCNN training data. DCNN removes, reduces, and classifies features. By determining the number of historical periods and training images for Deep CNN, optimisation improves efficiency and reduces error rates. This approach projects normal, benign, and malignant. The model achieves sensitivity, accuracy, specificity, F1 score, and recall by contrasting RBF with cuckoo search.
{"title":"Advanced DEEPCNN breast cancer mammogram image detection and classification with butterfly optimisation algorithm","authors":"M. Suriya Priyadharsini, J.G.R. Sathiaseelan","doi":"10.1504/ijcbdd.2023.133840","DOIUrl":"https://doi.org/10.1504/ijcbdd.2023.133840","url":null,"abstract":"A major aspect influencing human health is breast cancer. Mammography, fine needle aspiration, and surgical biopsy are some of the evolving diagnosis methods for this problem. Pathology images are used to diagnose breast cancer. Breast tumour surgery allows doctors to microscopically study breast tissue. Traditional methods use a cuckoo-optimised radial basis neural network. Earlier RBN algorithms handled feature extraction and reduction differently. To reduce unneeded complexity, outperform convolutional neural network (CNN) for feature extraction and classification. The Butterfly optimisation technique suggests a CNN. Zernike moments' scale, interpretation, and rotation similarity lets us bypass numerous pre-processing steps. The picture dataset was created from tumour treatment archives. The Butterfly optimisation method feeds the DCNN training data. DCNN removes, reduces, and classifies features. By determining the number of historical periods and training images for Deep CNN, optimisation improves efficiency and reduces error rates. This approach projects normal, benign, and malignant. The model achieves sensitivity, accuracy, specificity, F1 score, and recall by contrasting RBF with cuckoo search.","PeriodicalId":39227,"journal":{"name":"International Journal of Computational Biology and Drug Design","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136002836","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":"Genetic variability, correlation, diversity, path coefficients and principal component analysis in Indian mustard","authors":"Sumanta Prasad Chand, Sandip Debnath, Mehdi Rahimi, Shampa Purakayastha, Sanghamitra Rout","doi":"10.1504/ijcbdd.2023.134613","DOIUrl":"https://doi.org/10.1504/ijcbdd.2023.134613","url":null,"abstract":"","PeriodicalId":39227,"journal":{"name":"International Journal of Computational Biology and Drug Design","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135318478","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}
Pub Date : 2023-01-01DOI: 10.1504/ijcbdd.2023.10054768
J. Sathiaseelan, A. S. Vironicka
{"title":"A Unique Noise Detector Developed for the Filtering of X-Ray Images of Bone Fractures","authors":"J. Sathiaseelan, A. S. Vironicka","doi":"10.1504/ijcbdd.2023.10054768","DOIUrl":"https://doi.org/10.1504/ijcbdd.2023.10054768","url":null,"abstract":"","PeriodicalId":39227,"journal":{"name":"International Journal of Computational Biology and Drug Design","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66715786","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}
Pub Date : 2023-01-01DOI: 10.1504/ijcbdd.2023.10057618
A. Dawood
{"title":"Simulate Agarose Gel of Receptor Binding Domain in Omicron's Spike Protein Inserted Into pGEM","authors":"A. Dawood","doi":"10.1504/ijcbdd.2023.10057618","DOIUrl":"https://doi.org/10.1504/ijcbdd.2023.10057618","url":null,"abstract":"","PeriodicalId":39227,"journal":{"name":"International Journal of Computational Biology and Drug Design","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66715896","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":"Assessment and validation of emulgel-based salicylic acid formulation development for drug release and optimisation by statistical design","authors":"Ch. Taraka Ramarao, Ishwarya Bammidi, Manasa Banala, Kundansai Balaga, Pavani Cheekati, Yamani Busa","doi":"10.1504/ijcbdd.2023.134615","DOIUrl":"https://doi.org/10.1504/ijcbdd.2023.134615","url":null,"abstract":"","PeriodicalId":39227,"journal":{"name":"International Journal of Computational Biology and Drug Design","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135318464","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}
Pub Date : 2023-01-01DOI: 10.1504/ijcbdd.2023.133846
A. Selin Vironicka, J.G.R. Sathiaseelan
{"title":"A unique noise detector developed for the filtering of X-ray images of bone fractures","authors":"A. Selin Vironicka, J.G.R. Sathiaseelan","doi":"10.1504/ijcbdd.2023.133846","DOIUrl":"https://doi.org/10.1504/ijcbdd.2023.133846","url":null,"abstract":"","PeriodicalId":39227,"journal":{"name":"International Journal of Computational Biology and Drug Design","volume":"115 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136004090","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":"SMLBT: Secure Machine Learning and Blockchain- based Telemedicine Model for the Remote Areas of Developing Countries","authors":"Loveleen Gaur, Prodipta Promit Mukherjee, Atanu Shome, Milon Biswas, Zhongming Zhao","doi":"10.1504/ijcbdd.2023.10058991","DOIUrl":"https://doi.org/10.1504/ijcbdd.2023.10058991","url":null,"abstract":"","PeriodicalId":39227,"journal":{"name":"International Journal of Computational Biology and Drug Design","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135357215","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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