{"id":4429,"date":"2024-01-11T13:33:24","date_gmt":"2024-01-11T13:33:24","guid":{"rendered":"https:\/\/www.writemyessays.app\/blog\/questions\/machine-learning-based-prediction-of-free-ige-concentration-in-allergic-rhinitis-patients-treated-with-allergen-immunotherapy-and-omalizumab\/"},"modified":"2024-01-11T13:33:24","modified_gmt":"2024-01-11T13:33:24","slug":"machine-learning-based-prediction-of-free-ige-concentration-in-allergic-rhinitis-patients-treated-with-allergen-immunotherapy-and-omalizumab","status":"publish","type":"questions","link":"https:\/\/www.writemyessays.app\/blog\/questions\/machine-learning-based-prediction-of-free-ige-concentration-in-allergic-rhinitis-patients-treated-with-allergen-immunotherapy-and-omalizumab\/","title":{"rendered":"Machine Learning-Based Prediction of Free IgE Concentration in Allergic Rhinitis Patients Treated with Allergen Immunotherapy and Omalizumab."},"content":{"rendered":"<p><span style=\"cursor: auto; color: inherit;\"><span style=\"font-weight: 700; cursor: auto; color: inherit;\"><font size=\"4\">The title of the report is : Machine Learning-Based Prediction of Free IgE Concentration in Allergic Rhinitis Patients Treated with Allergen Immunotherapy and Omalizumab.<\/font><\/span><\/span><\/p>\n<div><span style=\"cursor: auto; color: inherit;\"><span style=\"font-weight: 700; cursor: auto; color: inherit;\"><span style=\"font-weight: normal; cursor: auto; color: inherit;\">Below are the different sections of the project, but it can be more ellaborate.&nbsp;<\/span><\/span><\/span><\/div>\n<div><span style=\"cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\"><br style=\"cursor: auto; color: inherit;\"><\/p>\n<p style=\"font-weight: normal; margin-top: 3pt; margin-bottom: 0pt; line-height: 1.2; cursor: auto; color: inherit;\"><a style=\"cursor: auto;\"><font size=\"4\"><span style=\"font-weight: 700; cursor: auto; color: inherit;\">Introduction<\/span><span style=\"font-weight: 700; cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\">\t<\/span><\/span><\/font><\/a><\/p>\n<p style=\"font-weight: normal; margin-top: 3pt; margin-bottom: 0pt; line-height: 1.2; cursor: auto; color: inherit;\"><a style=\"cursor: auto;\"><font size=\"4\"><span style=\"font-weight: 700; cursor: auto; color: inherit;\">Allergic Diseases Background and Significance<\/span><span style=\"font-weight: 700; cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\">\t<\/span><\/span><\/font><\/a><\/p>\n<p style=\"font-weight: normal; margin-left: 18pt; margin-top: 3pt; margin-bottom: 0pt; line-height: 1.2; cursor: auto; color: inherit;\"><a style=\"cursor: auto;\"><font size=\"4\"><span style=\"cursor: auto; color: inherit;\">Allergen Exposure<\/span><span style=\"cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\">\t<\/span><\/span><\/font><\/a><\/p>\n<p style=\"font-weight: normal; margin-left: 18pt; margin-top: 3pt; margin-bottom: 0pt; line-height: 1.2; cursor: auto; color: inherit;\"><a style=\"cursor: auto;\"><font size=\"4\"><span style=\"cursor: auto; color: inherit;\">Diagnosis<\/span><span style=\"cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\">\t<\/span><\/span><\/font><\/a><\/p>\n<p style=\"font-weight: normal; margin-left: 18pt; margin-top: 3pt; margin-bottom: 0pt; line-height: 1.2; cursor: auto; color: inherit;\"><a style=\"cursor: auto;\"><font size=\"4\"><span style=\"cursor: auto; color: inherit;\">Monitoring<\/span><span style=\"cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\">\t<\/span><\/span><\/font><\/a><\/p>\n<p style=\"font-weight: normal; margin-left: 18pt; margin-top: 3pt; margin-bottom: 0pt; line-height: 1.2; cursor: auto; color: inherit;\"><a style=\"cursor: auto;\"><font size=\"4\"><span style=\"cursor: auto; color: inherit;\">Personalized treatment<\/span><span style=\"cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\">\t<\/span><\/span><\/font><\/a><\/p>\n<p style=\"font-weight: normal; margin-top: 3pt; margin-bottom: 0pt; line-height: 1.2; cursor: auto; color: inherit;\"><a style=\"cursor: auto;\"><font size=\"4\"><span style=\"font-weight: 700; cursor: auto; color: inherit;\">Machine Learning Algorithm<\/span><span style=\"font-weight: 700; cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\">\t<\/span><\/span><\/font><\/a><\/p>\n<p style=\"margin-top: 3pt; margin-bottom: 0pt; line-height: 1.2; cursor: auto; color: inherit;\"><a style=\"cursor: auto;\"><span style=\"cursor: auto; color: inherit;\"><font size=\"4\" style=\"\"><b>&nbsp; &nbsp; <\/b>&nbsp;<\/font><font size=\"3\" style=\"\">Definition of Machine Learning and Use&nbsp;<\/font><\/span><\/a><\/p>\n<p style=\"margin-top: 3pt; margin-bottom: 0pt; line-height: 1.2; cursor: auto; color: inherit;\"><a style=\"cursor: auto;\"><span style=\"cursor: auto; color: inherit;\"><font size=\"3\">&nbsp; &nbsp; &nbsp;Orange Data Mining (software used)<\/font><\/span><\/a><\/p>\n<p style=\"margin-top: 3pt; margin-bottom: 0pt; line-height: 1.2; cursor: auto; color: inherit;\"><a style=\"cursor: auto;\"><span style=\"cursor: auto; color: inherit;\"><font size=\"3\" style=\"\">&nbsp; &nbsp; &nbsp;Prediction made from Orange Data mining<\/font><\/span><\/a><\/p>\n<p style=\"font-weight: normal; margin-top: 3pt; margin-bottom: 0pt; line-height: 1.2; cursor: auto; color: inherit;\"><a style=\"cursor: auto;\"><font size=\"4\"><span style=\"font-weight: 700; cursor: auto; color: inherit;\">Research methodology<\/span><span style=\"font-weight: 700; cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\">\t<\/span><\/span><span style=\"font-weight: 700; cursor: auto; color: inherit;\">5<\/span><\/font><\/a><\/p>\n<p style=\"font-weight: normal; margin-top: 0pt; margin-bottom: 0pt; line-height: 1.38; cursor: auto; color: inherit;\">\n<p><\/span><b>Conclusion&nbsp;<\/b><\/span><\/span><\/div>\n<div><span style=\"cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\">https:\/\/www.medrxiv.org\/content\/10.1101\/2023.09.29.23296326v2<b><br \/><\/b><\/span><\/span><\/div>\n<div><span style=\"cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\">https:\/\/www.fortunejournals.com\/articles\/machine-learningbased-prediction-of-free-ige-concentration-in-allergic-rhinitis-patients-treated-with-allergen-immunotherapy-and-o.html<br \/><\/span><\/span><\/div>\n","protected":false},"excerpt":{"rendered":"<p>The title of the report is : Machine Learning-Based Prediction of Free IgE Concentration in Allergic Rhinitis Patients Treated with Allergen Immunotherapy and Omalizumab. Below are the different sections of the project, but it can be more ellaborate.&nbsp; Introduction Allergic Diseases Background and Significance Allergen Exposure Diagnosis Monitoring Personalized treatment Machine Learning Algorithm &nbsp; &nbsp; [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"disciplines":[20],"paper_types":[],"tagged":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/4429"}],"collection":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions"}],"about":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/types\/questions"}],"author":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/comments?post=4429"}],"version-history":[{"count":0,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/4429\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/media?parent=4429"}],"wp:term":[{"taxonomy":"disciplines","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/disciplines?post=4429"},{"taxonomy":"paper_types","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/paper_types?post=4429"},{"taxonomy":"tagged","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/tagged?post=4429"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}