{"id":8593,"date":"2023-09-16T19:14:22","date_gmt":"2023-09-16T19:14:22","guid":{"rendered":"https:\/\/www.errequadro.ai\/?page_id=8593"},"modified":"2023-09-16T19:21:32","modified_gmt":"2023-09-16T19:21:32","slug":"automated-analysis-of-forensic-medical","status":"publish","type":"page","link":"https:\/\/www.errequadro.ai\/en\/automated-analysis-of-forensic-medical\/","title":{"rendered":"Automated analysis of forensic medical examinations"},"content":{"rendered":"

[vc_row full_width=”stretch_row” kd_image_overlay_color=”rgba(0,0,0,0.7)” kd_image_overlay=”true” css=”.vc_custom_1684097974043{padding-top: 150px !important;padding-bottom: 120px !important;background-image: url(https:\/\/www.errequadro.ai\/wp-content\/uploads\/2023\/05\/AdobeStock_578995344-scaled.jpeg?id=8280) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}”][vc_column css=”.vc_custom_1513003956648{padding-top: 0px !important;}”][vc_row_inner][vc_column_inner width=”1\/6″ css=”.vc_custom_1513004658055{padding-top: 50px !important;padding-left: 0px !important;}”][\/vc_column_inner][vc_column_inner width=”2\/3″ css=”.vc_custom_1513008591637{padding-right: 0px !important;padding-left: 0px !important;}”]

Document Intelligence<\/h1>

Use cases<\/h1><\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/6″][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1684098069748{padding-top: 70px !important;}”][vc_column][vc_row_inner css=”.vc_custom_1670822007789{margin-bottom: px !important;}”][vc_column_inner]

Use case: Automated analysis of forensic medical examinations
\n<\/b><\/h2><\/header>[\/vc_column_inner][\/vc_row_inner][vc_row_inner css=”.vc_custom_1684094717587{padding-bottom: 80px !important;}”][vc_column_inner width=”1\/4″ css=”.vc_custom_1684092788465{padding-left: 0px !important;}”][\/vc_column_inner][vc_column_inner width=”1\/4″ css=”.vc_custom_1684092809697{padding-top: 50px !important;padding-left: 0px !important;}”]
<\/i>
Field<\/h5>

Insurance<\/p><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″ css=”.vc_custom_1684092835124{padding-top: 50px !important;}”]

<\/i>
Type of company<\/h5>

Medium-sized company<\/p><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″ css=”.vc_custom_1684092842273{padding-top: 0px !important;}”][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=”stretch_row”][vc_column css=”.vc_custom_1541587114185{padding-right: 40px !important;padding-left: 30px !important;}” offset=”vc_col-lg-6″][vc_row_inner][vc_column_inner css=”.vc_custom_1541587107649{padding-right: 0px !important;padding-left: 0px !important;}”]

The problem to be solved<\/h2>

Medexpert is a leading company in insurance medico-legal consulting that processes more than 40,000 expert reports per year to evaluate personal injuries resulting from accidents. In the context of insurance assessments, following a health-damaging event such as a car accident or workplace injury, there arises the need to estimate the extent of injuries suffered by the parties involved. In such cases, a medical examiner is assigned to review all health records produced in relation to the injury event in order to assess the patient's medical history. Such documentation includes emergency room reports, specialist medical opinions, instrumental test reports, etc. Based on this information, the medical expert quantifies the injury. This process can be labor-intensive and affected by a certain degree of subjectivity, hence the need to automate and standardize the assessment of personal injuries.<\/h6><\/header>[\/vc_column_inner][\/vc_row_inner][\/vc_column][vc_column css=”.vc_custom_1541587225605{margin-top: 7px !important;padding-right: 115px !important;padding-left: 30px !important;}” offset=”vc_col-lg-6 vc_hidden-md vc_hidden-sm”]
<\/i>
The solution<\/h6>

The KYD (Knowledge in Your Data) module supports the process of medico-legal evaluation by interpreting medical language contained within the documents comprising the medical-legal expertise. The implemented system is capable of recognizing over 1000 classes of notable elements within the analyzed texts and interpreting their relationship, totaling over 4000 possible relational chains. The KYD module automatically extracts the information contained in the text of assessments that contribute to the quantification of damages. In fact, KYD thus feeds a system of assigning standard scores to the elements found in the text in order to obtain a damage quantification score through an integrated and automatic pipeline.<\/p><\/div>[vc_empty_space height=”40px”]

<\/i>
The measurable results<\/h6>

\u2022 System trained on over 1000 classes of relevant parameters
\n\u2022 Reading reliability > 90%
\n\u2022 Reduction in health record analysis times
\n\u2022 Reduction in medical-legal assessment processing times
\n\u2022 Objectification of injury evaluation criteria and respective medical treatment
\n\u2022 Standardization of scores associated with personal injuries<\/p><\/div>[\/vc_column][\/vc_row][vc_row css=”.vc_custom_1684097796927{padding-top: 50px !important;padding-bottom: 50px !important;}”][vc_column][vc_row_inner css=”.vc_custom_1513705144894{padding-top: 60px !important;}”][vc_column_inner][vc_column_text css_animation=”fadeIn”]<\/p>\n

Need more info? Contact us!<\/a><\/h6>\n

[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row]<\/p>\n<\/section>","protected":false},"excerpt":{"rendered":"

[vc_row full_width=”stretch_row” kd_image_overlay_color=”rgba(0,0,0,0.7)” kd_image_overlay=”true” css=”.vc_custom_1684097974043{padding-top: 150px !important;padding-bottom: 120px !important;background-image: url(https:\/\/www.errequadro.ai\/wp-content\/uploads\/2023\/05\/AdobeStock_578995344-scaled.jpeg?id=8280) !important;background-position: center […]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","footnotes":""},"yoast_head":"\nAutomated analysis of forensic medical examinations - Erre Quadro<\/title>\n<meta name=\"description\" content=\"Erre Quadro\u2019s\u00a0 Document Intelligence develops solutions that enable companies to save time and resources in the retrieval of information from large or unstandardized data sets.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.errequadro.ai\/en\/automated-analysis-of-forensic-medical\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Automated analysis of forensic medical examinations - Erre Quadro\" \/>\n<meta property=\"og:description\" content=\"Erre Quadro\u2019s\u00a0 Document Intelligence develops solutions that enable companies to save time and resources in the retrieval of information from large or unstandardized data sets.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.errequadro.ai\/en\/automated-analysis-of-forensic-medical\/\" \/>\n<meta property=\"og:site_name\" content=\"Erre Quadro\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/people\/Erre-Quadro-Srl\/100083362346572\/\" \/>\n<meta property=\"article:modified_time\" content=\"2023-09-16T19:21:32+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Tempo di lettura stimato\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minuti\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.errequadro.ai\/en\/automated-analysis-of-forensic-medical\/\",\"url\":\"https:\/\/www.errequadro.ai\/en\/automated-analysis-of-forensic-medical\/\",\"name\":\"Automated analysis of forensic medical examinations - Erre Quadro\",\"isPartOf\":{\"@id\":\"https:\/\/www.errequadro.ai\/#website\"},\"datePublished\":\"2023-09-16T19:14:22+00:00\",\"dateModified\":\"2023-09-16T19:21:32+00:00\",\"description\":\"Erre Quadro\u2019s\u00a0 Document Intelligence develops solutions that enable companies to save time and resources in the retrieval of information from large or unstandardized data sets.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.errequadro.ai\/en\/automated-analysis-of-forensic-medical\/#breadcrumb\"},\"inLanguage\":\"it-IT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.errequadro.ai\/en\/automated-analysis-of-forensic-medical\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.errequadro.ai\/en\/automated-analysis-of-forensic-medical\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.errequadro.ai\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Automated analysis of forensic medical examinations\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.errequadro.ai\/#website\",\"url\":\"https:\/\/www.errequadro.ai\/\",\"name\":\"Erre Quadro\",\"description\":\"Tecnologie di analisi del linguaggio naturale.\",\"publisher\":{\"@id\":\"https:\/\/www.errequadro.ai\/#organization\"},\"alternateName\":\"ErreQuadro\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.errequadro.ai\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"it-IT\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.errequadro.ai\/#organization\",\"name\":\"4151\",\"url\":\"https:\/\/www.errequadro.ai\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\/\/www.errequadro.ai\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.errequadro.ai\/wp-content\/uploads\/2023\/02\/ErreqlogoBlack.png\",\"contentUrl\":\"https:\/\/www.errequadro.ai\/wp-content\/uploads\/2023\/02\/ErreqlogoBlack.png\",\"width\":880,\"height\":248,\"caption\":\"4151\"},\"image\":{\"@id\":\"https:\/\/www.errequadro.ai\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/people\/Erre-Quadro-Srl\/100083362346572\/\",\"https:\/\/www.linkedin.com\/company\/erre-quadro-s-r-l-\/about\/\",\"https:\/\/www.youtube.com\/channel\/UCmE4hGgsF-WKX2rdP0JE-uQ\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Automated analysis of forensic medical examinations - Erre Quadro","description":"Erre Quadro\u2019s\u00a0 Document Intelligence develops solutions that enable companies to save time and resources in the retrieval of information from large or unstandardized data sets.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.errequadro.ai\/en\/automated-analysis-of-forensic-medical\/","og_locale":"it_IT","og_type":"article","og_title":"Automated analysis of forensic medical examinations - Erre Quadro","og_description":"Erre Quadro\u2019s\u00a0 Document Intelligence develops solutions that enable companies to save time and resources in the retrieval of information from large or unstandardized data sets.","og_url":"https:\/\/www.errequadro.ai\/en\/automated-analysis-of-forensic-medical\/","og_site_name":"Erre Quadro","article_publisher":"https:\/\/www.facebook.com\/people\/Erre-Quadro-Srl\/100083362346572\/","article_modified_time":"2023-09-16T19:21:32+00:00","twitter_card":"summary_large_image","twitter_misc":{"Tempo di lettura stimato":"4 minuti"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.errequadro.ai\/en\/automated-analysis-of-forensic-medical\/","url":"https:\/\/www.errequadro.ai\/en\/automated-analysis-of-forensic-medical\/","name":"Automated analysis of forensic medical examinations - Erre Quadro","isPartOf":{"@id":"https:\/\/www.errequadro.ai\/#website"},"datePublished":"2023-09-16T19:14:22+00:00","dateModified":"2023-09-16T19:21:32+00:00","description":"Erre Quadro\u2019s\u00a0 Document Intelligence develops solutions that enable companies to save time and resources in the retrieval of information from large or unstandardized data sets.","breadcrumb":{"@id":"https:\/\/www.errequadro.ai\/en\/automated-analysis-of-forensic-medical\/#breadcrumb"},"inLanguage":"it-IT","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.errequadro.ai\/en\/automated-analysis-of-forensic-medical\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.errequadro.ai\/en\/automated-analysis-of-forensic-medical\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.errequadro.ai\/"},{"@type":"ListItem","position":2,"name":"Automated analysis of forensic medical examinations"}]},{"@type":"WebSite","@id":"https:\/\/www.errequadro.ai\/#website","url":"https:\/\/www.errequadro.ai\/","name":"Erre Quadro","description":"Tecnologie di analisi del linguaggio naturale.","publisher":{"@id":"https:\/\/www.errequadro.ai\/#organization"},"alternateName":"ErreQuadro","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.errequadro.ai\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"it-IT"},{"@type":"Organization","@id":"https:\/\/www.errequadro.ai\/#organization","name":"4151","url":"https:\/\/www.errequadro.ai\/","logo":{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/www.errequadro.ai\/#\/schema\/logo\/image\/","url":"https:\/\/www.errequadro.ai\/wp-content\/uploads\/2023\/02\/ErreqlogoBlack.png","contentUrl":"https:\/\/www.errequadro.ai\/wp-content\/uploads\/2023\/02\/ErreqlogoBlack.png","width":880,"height":248,"caption":"4151"},"image":{"@id":"https:\/\/www.errequadro.ai\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/people\/Erre-Quadro-Srl\/100083362346572\/","https:\/\/www.linkedin.com\/company\/erre-quadro-s-r-l-\/about\/","https:\/\/www.youtube.com\/channel\/UCmE4hGgsF-WKX2rdP0JE-uQ"]}]}},"_links":{"self":[{"href":"https:\/\/www.errequadro.ai\/wp-json\/wp\/v2\/pages\/8593"}],"collection":[{"href":"https:\/\/www.errequadro.ai\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.errequadro.ai\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.errequadro.ai\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.errequadro.ai\/wp-json\/wp\/v2\/comments?post=8593"}],"version-history":[{"count":2,"href":"https:\/\/www.errequadro.ai\/wp-json\/wp\/v2\/pages\/8593\/revisions"}],"predecessor-version":[{"id":8596,"href":"https:\/\/www.errequadro.ai\/wp-json\/wp\/v2\/pages\/8593\/revisions\/8596"}],"wp:attachment":[{"href":"https:\/\/www.errequadro.ai\/wp-json\/wp\/v2\/media?parent=8593"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}