{"title":"Machine Learning for Data Integration in Cancer Precision Medicine: Matrix Factorization Approaches","authors":"","doi":"10.1017/9781108377706.008","DOIUrl":"https://doi.org/10.1017/9781108377706.008","url":null,"abstract":"","PeriodicalId":330035,"journal":{"name":"Analyzing Network Data in Biology and Medicine","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125397969","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":"Unsupervised Learning: Cluster Analysis","authors":"","doi":"10.1017/9781108377706.007","DOIUrl":"https://doi.org/10.1017/9781108377706.007","url":null,"abstract":"","PeriodicalId":330035,"journal":{"name":"Analyzing Network Data in Biology and Medicine","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134301123","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":"Introduction to Graph and Network Theory","authors":"","doi":"10.1017/9781108377706.004","DOIUrl":"https://doi.org/10.1017/9781108377706.004","url":null,"abstract":"","PeriodicalId":330035,"journal":{"name":"Analyzing Network Data in Biology and Medicine","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123988613","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":"Cytoscape: A Tool for Analyzing and Visualizing Network Data","authors":"","doi":"10.1017/9781108377706.014","DOIUrl":"https://doi.org/10.1017/9781108377706.014","url":null,"abstract":"","PeriodicalId":330035,"journal":{"name":"Analyzing Network Data in Biology and Medicine","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127933136","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":"Network Medicine","authors":"","doi":"10.1017/9781108377706.011","DOIUrl":"https://doi.org/10.1017/9781108377706.011","url":null,"abstract":"","PeriodicalId":330035,"journal":{"name":"Analyzing Network Data in Biology and Medicine","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132760611","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":"Epigenetic Data and Disease","authors":"","doi":"10.1017/9781108377706.003","DOIUrl":"https://doi.org/10.1017/9781108377706.003","url":null,"abstract":"","PeriodicalId":330035,"journal":{"name":"Analyzing Network Data in Biology and Medicine","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128650013","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":"Index","authors":"","doi":"10.1017/9781108377706.016","DOIUrl":"https://doi.org/10.1017/9781108377706.016","url":null,"abstract":"","PeriodicalId":330035,"journal":{"name":"Analyzing Network Data in Biology and Medicine","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131888582","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":"Protein–Protein Interaction Data, their Quality, and Major Public Databases","authors":"","doi":"10.1017/9781108377706.005","DOIUrl":"https://doi.org/10.1017/9781108377706.005","url":null,"abstract":"","PeriodicalId":330035,"journal":{"name":"Analyzing Network Data in Biology and Medicine","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129821863","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":"Elucidating Genotype-to-Phenotype Relationships via Analyses of Human Tissue Interactomes","authors":"","doi":"10.1017/9781108377706.012","DOIUrl":"https://doi.org/10.1017/9781108377706.012","url":null,"abstract":"","PeriodicalId":330035,"journal":{"name":"Analyzing Network Data in Biology and Medicine","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128603881","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":"From Genetic Data to Medicine: From DNA Samples to Disease Risk Prediction in Personalized Genetic Tests","authors":"","doi":"10.1017/9781108377706.002","DOIUrl":"https://doi.org/10.1017/9781108377706.002","url":null,"abstract":"","PeriodicalId":330035,"journal":{"name":"Analyzing Network Data in Biology and Medicine","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124743341","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}