{"id":296,"date":"2023-04-30T22:04:00","date_gmt":"2023-04-30T20:04:00","guid":{"rendered":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/?p=296"},"modified":"2025-10-29T21:38:06","modified_gmt":"2025-10-29T20:38:06","slug":"7-reasons-to-use-digital-image-analysis","status":"publish","type":"post","link":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/","title":{"rendered":"7 Reasons to Use Digital Image Analysis"},"content":{"rendered":"\n

…in your Histopathology Research<\/h2>\n\n\n\n

Ever wondered if going digital is worth it? Here are 7 reasons to use digital image analysis in your research …<\/p>\n\n\n\n

\"Overview<\/figure>\n\n\n\n
7-Reasons-Why<\/a>Download PDF<\/a><\/div>\n\n\n\n

<\/p>\n\n\n\n

1<\/td>Conduct quantitative analyses that are simply not possible manually<\/strong><\/mark>,

<\/strong>e.g., counting all cells, statistics about cell-cell connections,
accurate measurements; tissue composition;
predict mutations from standard stain.<\/td><\/tr>
2<\/td>Analyze more data<\/strong> to get higher statistical significance<\/mark>.

Evaluate larger ROIs, an entire whole-slide,
or an entire data set comprising hundreds of slides.<\/td><\/tr>
3<\/td>Analyze slides faster: <\/strong>more data in the same time<\/mark>.

You only have little time for your research.
Use it efficiently and do not waste time on manual evaluations.
Analyzing entire data sets takes hours, not days.<\/td><\/tr>
4<\/td>Analyze slides faster: same data in less time<\/strong><\/mark>.

Be the first to publish your discovery.
The clock is ticking. Don\u2018t let others beat you to the punch.<\/td><\/tr>
5<\/td>Increase chance of getting your paper accepted<\/strong> <\/mark>
by using latest digital technologies and AI<\/mark>.

When scoring manually, reviewers will challenge you and ask why no DIA was used.<\/td><\/tr>
6<\/td>Eliminate Bias<\/strong>, Inter- and Intra-Observer Variance<\/mark>.
<\/mark>
Digital analysis will yield identical results regardless of time and stress.
It will not unconsciously change it\u2018s evaluation criteria over the course
of a larger analysis.<\/td><\/tr>
7<\/td>Do not waste your talent<\/strong> and intelligence on tedious tasks.<\/mark>
<\/mark>
Let the computer collect the raw data.
You draw the conclusions and focus on complicated cases.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

<\/p>\n\n\n\n

Download MIKAIA\u00ae now<\/a> and step up your research<\/p>\n\n\n\n

\n\n\n\n

Image copyright (featured image): Fraunhofer IIS \/ Paul Pulkert<\/p>\n","protected":false},"excerpt":{"rendered":"

Ever wondered if going digital is worth it? Here are 7 reasons to use digital image analysis in your research …<\/p>\n","protected":false},"author":2,"featured_media":2593,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[37,7],"coauthors":[56],"class_list":["post-296","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digital-pathology","tag-ai","tag-mikaia"],"yoast_head":"\n7 Reasons to Use Digital Image Analysis - SMART SENSING insights<\/title>\n<meta name=\"description\" content=\"Ever wondered if going digital is worth it? Here are 7 reasons to use digital image analysis in your histopathology research.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"7 Reasons to Use Digital Image Analysis - SMART SENSING insights\" \/>\n<meta property=\"og:description\" content=\"Ever wondered if going digital is worth it? Here are 7 reasons to use digital image analysis in your histopathology research.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/\" \/>\n<meta property=\"og:site_name\" content=\"SMART SENSING insights\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/FraunhoferIIS\" \/>\n<meta property=\"article:published_time\" content=\"2023-04-30T20:04:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-10-29T20:38:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-content\/uploads\/2024\/09\/51__DSC9520-NEF-scaled-e1727256211520.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1587\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Volker Bruns\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Volker Bruns\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/7-reasons-to-use-digital-image-analysis\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/7-reasons-to-use-digital-image-analysis\\\/\"},\"author\":{\"name\":\"Volker Bruns\",\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/#\\\/schema\\\/person\\\/fd37d35c4d3576840cf0bc3f74eafb98\"},\"headline\":\"7 Reasons to Use Digital Image Analysis\",\"datePublished\":\"2023-04-30T20:04:00+00:00\",\"dateModified\":\"2025-10-29T20:38:06+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/7-reasons-to-use-digital-image-analysis\\\/\"},\"wordCount\":249,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/7-reasons-to-use-digital-image-analysis\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/51__DSC9520-NEF-scaled-e1727256211520.jpg\",\"keywords\":[\"AI\",\"MIKAIA\u00ae\"],\"articleSection\":[\"Digital Pathology\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/7-reasons-to-use-digital-image-analysis\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/7-reasons-to-use-digital-image-analysis\\\/\",\"url\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/7-reasons-to-use-digital-image-analysis\\\/\",\"name\":\"7 Reasons to Use Digital Image Analysis - SMART SENSING insights\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/7-reasons-to-use-digital-image-analysis\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/7-reasons-to-use-digital-image-analysis\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/51__DSC9520-NEF-scaled-e1727256211520.jpg\",\"datePublished\":\"2023-04-30T20:04:00+00:00\",\"dateModified\":\"2025-10-29T20:38:06+00:00\",\"description\":\"Ever wondered if going digital is worth it? Here are 7 reasons to use digital image analysis in your histopathology research.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/7-reasons-to-use-digital-image-analysis\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/7-reasons-to-use-digital-image-analysis\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/7-reasons-to-use-digital-image-analysis\\\/#primaryimage\",\"url\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/51__DSC9520-NEF-scaled-e1727256211520.jpg\",\"contentUrl\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/51__DSC9520-NEF-scaled-e1727256211520.jpg\",\"width\":2560,\"height\":1587,\"caption\":\"The potential of digital pathology software is one of the reasons to use digital image analysis\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/7-reasons-to-use-digital-image-analysis\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"7 Reasons to Use Digital Image Analysis\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/#website\",\"url\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/\",\"name\":\"SMART SENSING insights\",\"description\":\"learn more about our focus research areas sensor technology, electronics, and artificial intelligence\",\"publisher\":{\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/#organization\",\"name\":\"Fraunhofer IIS\",\"url\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/wp-content\\\/uploads\\\/2023\\\/06\\\/Fraunhofer-IIS-1.png\",\"contentUrl\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/wp-content\\\/uploads\\\/2023\\\/06\\\/Fraunhofer-IIS-1.png\",\"width\":826,\"height\":299,\"caption\":\"Fraunhofer IIS\"},\"image\":{\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/FraunhoferIIS\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/fraunhofer-iis\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/#\\\/schema\\\/person\\\/fd37d35c4d3576840cf0bc3f74eafb98\",\"name\":\"Volker Bruns\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/wp-content\\\/uploads\\\/2023\\\/05\\\/cropped-cropped-Bruns_Volker_DSC1679_Pulkert-scaled-1-96x96.jpg6283dd75b937ac114f8ae92ee4dbfc95\",\"url\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/wp-content\\\/uploads\\\/2023\\\/05\\\/cropped-cropped-Bruns_Volker_DSC1679_Pulkert-scaled-1-96x96.jpg\",\"contentUrl\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/wp-content\\\/uploads\\\/2023\\\/05\\\/cropped-cropped-Bruns_Volker_DSC1679_Pulkert-scaled-1-96x96.jpg\",\"caption\":\"Volker Bruns\"},\"description\":\"Volker is a digital pathology and spatial biology enthusiast with a computer science background. Volker and his team develop commercial image analysis software for digital pathology and offer contract development, as well as image analysis as a service in the life sciences.\",\"sameAs\":[\"https:\\\/\\\/orcid.org\\\/0000-0001-7693-3542\",\"https:\\\/\\\/www.linkedin.com\\\/in\\\/volker-bruns\\\/\",\"https:\\\/\\\/www.youtube.com\\\/playlist?list=PL1xbox4kZP0OL7PskwG_xYgmu9iV_N5Fd\"],\"url\":\"https:\\\/\\\/websites.fraunhofer.de\\\/smart-sensing-insights\\\/author\\\/volker-brunsiis-fraunhofer-de\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"7 Reasons to Use Digital Image Analysis - SMART SENSING insights","description":"Ever wondered if going digital is worth it? Here are 7 reasons to use digital image analysis in your histopathology research.","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:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/","og_locale":"en_US","og_type":"article","og_title":"7 Reasons to Use Digital Image Analysis - SMART SENSING insights","og_description":"Ever wondered if going digital is worth it? Here are 7 reasons to use digital image analysis in your histopathology research.","og_url":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/","og_site_name":"SMART SENSING insights","article_publisher":"https:\/\/www.facebook.com\/FraunhoferIIS","article_published_time":"2023-04-30T20:04:00+00:00","article_modified_time":"2025-10-29T20:38:06+00:00","og_image":[{"width":2560,"height":1587,"url":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-content\/uploads\/2024\/09\/51__DSC9520-NEF-scaled-e1727256211520.jpg","type":"image\/jpeg"}],"author":"Volker Bruns","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Volker Bruns","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/#article","isPartOf":{"@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/"},"author":{"name":"Volker Bruns","@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/#\/schema\/person\/fd37d35c4d3576840cf0bc3f74eafb98"},"headline":"7 Reasons to Use Digital Image Analysis","datePublished":"2023-04-30T20:04:00+00:00","dateModified":"2025-10-29T20:38:06+00:00","mainEntityOfPage":{"@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/"},"wordCount":249,"commentCount":0,"publisher":{"@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/#organization"},"image":{"@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/#primaryimage"},"thumbnailUrl":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-content\/uploads\/2024\/09\/51__DSC9520-NEF-scaled-e1727256211520.jpg","keywords":["AI","MIKAIA\u00ae"],"articleSection":["Digital Pathology"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/","url":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/","name":"7 Reasons to Use Digital Image Analysis - SMART SENSING insights","isPartOf":{"@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/#website"},"primaryImageOfPage":{"@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/#primaryimage"},"image":{"@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/#primaryimage"},"thumbnailUrl":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-content\/uploads\/2024\/09\/51__DSC9520-NEF-scaled-e1727256211520.jpg","datePublished":"2023-04-30T20:04:00+00:00","dateModified":"2025-10-29T20:38:06+00:00","description":"Ever wondered if going digital is worth it? Here are 7 reasons to use digital image analysis in your histopathology research.","breadcrumb":{"@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/#primaryimage","url":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-content\/uploads\/2024\/09\/51__DSC9520-NEF-scaled-e1727256211520.jpg","contentUrl":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-content\/uploads\/2024\/09\/51__DSC9520-NEF-scaled-e1727256211520.jpg","width":2560,"height":1587,"caption":"The potential of digital pathology software is one of the reasons to use digital image analysis"},{"@type":"BreadcrumbList","@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/7-reasons-to-use-digital-image-analysis\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/"},{"@type":"ListItem","position":2,"name":"7 Reasons to Use Digital Image Analysis"}]},{"@type":"WebSite","@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/#website","url":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/","name":"SMART SENSING insights","description":"learn more about our focus research areas sensor technology, electronics, and artificial intelligence","publisher":{"@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/#organization","name":"Fraunhofer IIS","url":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/#\/schema\/logo\/image\/","url":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-content\/uploads\/2023\/06\/Fraunhofer-IIS-1.png","contentUrl":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-content\/uploads\/2023\/06\/Fraunhofer-IIS-1.png","width":826,"height":299,"caption":"Fraunhofer IIS"},"image":{"@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/FraunhoferIIS","https:\/\/www.linkedin.com\/company\/fraunhofer-iis"]},{"@type":"Person","@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/#\/schema\/person\/fd37d35c4d3576840cf0bc3f74eafb98","name":"Volker Bruns","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-content\/uploads\/2023\/05\/cropped-cropped-Bruns_Volker_DSC1679_Pulkert-scaled-1-96x96.jpg6283dd75b937ac114f8ae92ee4dbfc95","url":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-content\/uploads\/2023\/05\/cropped-cropped-Bruns_Volker_DSC1679_Pulkert-scaled-1-96x96.jpg","contentUrl":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-content\/uploads\/2023\/05\/cropped-cropped-Bruns_Volker_DSC1679_Pulkert-scaled-1-96x96.jpg","caption":"Volker Bruns"},"description":"Volker is a digital pathology and spatial biology enthusiast with a computer science background. Volker and his team develop commercial image analysis software for digital pathology and offer contract development, as well as image analysis as a service in the life sciences.","sameAs":["https:\/\/orcid.org\/0000-0001-7693-3542","https:\/\/www.linkedin.com\/in\/volker-bruns\/","https:\/\/www.youtube.com\/playlist?list=PL1xbox4kZP0OL7PskwG_xYgmu9iV_N5Fd"],"url":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/author\/volker-brunsiis-fraunhofer-de\/"}]}},"_links":{"self":[{"href":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-json\/wp\/v2\/posts\/296","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-json\/wp\/v2\/comments?post=296"}],"version-history":[{"count":22,"href":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-json\/wp\/v2\/posts\/296\/revisions"}],"predecessor-version":[{"id":4012,"href":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-json\/wp\/v2\/posts\/296\/revisions\/4012"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-json\/wp\/v2\/media\/2593"}],"wp:attachment":[{"href":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-json\/wp\/v2\/media?parent=296"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-json\/wp\/v2\/categories?post=296"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-json\/wp\/v2\/tags?post=296"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/websites.fraunhofer.de\/smart-sensing-insights\/wp-json\/wp\/v2\/coauthors?post=296"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}