{"id":9006,"date":"2019-05-30T14:04:20","date_gmt":"2019-05-30T18:04:20","guid":{"rendered":"https:\/\/blog.brainstation.io\/?p=9006"},"modified":"2020-05-07T13:00:03","modified_gmt":"2020-05-07T17:00:03","slug":"how-ai-can-help-diagnose-and-treat-mental-illness","status":"publish","type":"post","link":"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness","title":{"rendered":"How AI Can Help Diagnose and Treat Mental Illness"},"content":{"rendered":"

Even though mental illness begins in the brain, diagnosing it through brain imaging has typically proved elusive for clinicians.<\/span><\/p>\n

There are a lot of reasons why. <\/span><\/p>\n

Different psychiatric conditions like bipolar disorder or anxiety share similar symptoms, like irritability. Even conditions like depression can have a myriad of symptoms that can change depending on the person, <\/span>notes Seth Gillihan<\/span><\/a>, a Clinical Assistant Professor of Psychology at the University of Pennsylvania, in Psychology Today.<\/span><\/p>\n

And while Researchers are getting closer to pinpointing certain areas of the brain impacted by different illnesses \u2014 such as the amygdala, an area that processes fear, in patients with post-traumatic stress disorder \u2014 there\u2019s also a lot of overlap and a lot of questions.<\/span><\/p>\n

But in the years ahead, experts say some of those questions could be answered through artificial intelligence.<\/span><\/p>\n

\u201cUnfortunately, no one knows how different parts of the brain interact,\u201d says <\/span>Russ Greiner<\/span><\/a>, Professor in the <\/span>Department of Computing Science<\/span> at the University of Alberta. \u201cWhat we do have are data sets.\u201d<\/span><\/p>\n

Data that could one day contain information on hundreds or thousands of previous patients, and could be capable of building classification systems to apply to new patients in need of a diagnosis, he says.<\/span><\/p>\n

While Greiner says the technology isn\u2019t still in the works, his research is already pointing at the widespread clinical possibilities of AI in the diagnosis of mental illness.<\/span><\/p>\n

Interpreting Brain Scans Through AI<\/b><\/h2>\n

Along with a team of UAlberta Researchers, Greiner conducted a 2019 study using machine learning to identify schizophrenia in brain scans.<\/span><\/p>\n

The team developed a form of AI which trained on \u2014 and learned from \u2014 numerous brain scans of previous patients diagnosed with the complex mental disorder, which is often marked by abnormal behavior, hearing voices, and an overall inability to understand what\u2019s real and what\u2019s not.<\/span><\/p>\n

The technology \u2014 dubbed EMPaSchiz, or the Ensemble algorithm with Multiple Parcellations for Schizophrenia prediction \u2014 looks at thousands of features in a patients\u2019 brain scan to make a prediction. <\/span><\/p>\n

The team\u2019s research showed EMPaSchiz could identify schizophrenia accurately 87 percent of the time for new scans. <\/span><\/p>\n

\u201cOne issue with psychiatric diagnosis is that it is subjective,\u201d says Greiner, who\u2019s also the Principal Investigator of the Alberta Machine Intelligence Unit. \u201cOne thing I like to do is have measures not based on what a psychiatrist does, but on the actual patient characteristics.”<\/span><\/p>\n

While widespread practical application is a long way off, he says the goal is developing targeted treatments for each patient, instead of cycling people through different options that may or may not work \u2014 a tiring and potentially-dangerous process that can leave patients in limbo for months, or even years.<\/span><\/p>\n

Researchers hope \u201cto make patients suffer less, and for less time,\u201d he says.<\/span><\/p>\n

Apps and Wearables Entering Mental Health Sphere<\/b><\/h2>\n

Beyond diagnosing brain scans, Greiner also predicts AI will enter the mental health sphere in other ways in the years ahead.<\/span><\/p>\n

From Alexa to Siri, various apps and their parent companies are already starting to dabble in the healthcare space, for instance. \u201cGiven the Fitbits and smartphones, I think there’s more and more of these other options for psychiatric diseases,\u201d Greiner adds.<\/span><\/p>\n

It raises big questions: What if our always-on technology could catch issues with our mental state, by sensing our words and actions? What if they checked in the way a helpful colleague or family member would do?<\/span><\/p>\n

\u201cYou could have tools which monitor you and give advice,\u201d Greiner says. \u201cThink of what your mother would do: \u2018Fred, I think you seem out of sorts.” People’s mothers may not be doing it, but their cell phones might.\u201d<\/span><\/p>\n

BioBeats, for instance, is one UK-based app founded in 2013, which identify stress patterns using sensors in smartphones and wearables, <\/span>Forbes reports<\/span><\/a>. <\/span><\/p>\n

By coupling the sensors with behind-the-scenes machine learning, the technology allows users to understand how their body is responding to stress and potentially take preventative action for the sake of their mental health.<\/span><\/p>\n

Greiner says AI could potentially even help prevent addiction relapses or suicide, by flagging unusual behavior or dangerous locations to a person or their loved ones \u2014 be it an alert reminding someone they\u2019re in a neighbourhood where they typically buy drugs, or one offering a crisis helpline if an app determined their search history pointed to suicidal thoughts.<\/span><\/p>\n

\u201cEven if these people withdraw from human contact, they still have their cell phones,\u201d Greiner says. <\/span><\/p>\n

\u201cA friend could be aware of these things. Why couldn’t the artificial intelligence tool that’s with you?”<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

AI (and machine learning) may be opening up new widespread clinical possibilities.<\/p>\n","protected":false},"author":7,"featured_media":9009,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[859],"tags":[494,810,911,912],"yoast_head":"\nHow AI Can Help Diagnose and Treat Mental Illness | BrainStation\u00ae Blog<\/title>\n<meta name=\"description\" content=\"Diagnosing and treaining mental illness has always been challenging, but AI and machine learning may be creating new widespread clinical possibilities.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How AI Can Help Diagnose and Treat Mental Illness | BrainStation\u00ae Blog\" \/>\n<meta property=\"og:description\" content=\"Diagnosing and treaining mental illness has always been challenging, but AI and machine learning may be creating new widespread clinical possibilities.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness\" \/>\n<meta property=\"og:site_name\" content=\"BrainStation\u00ae Blog\" \/>\n<meta property=\"article:published_time\" content=\"2019-05-30T18:04:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-05-07T17:00:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/d2re7sjnpekmig.cloudfront.net\/prod\/wp-content\/uploads\/2019\/05\/Brainstation_AI_SCHIZOPHRENIA-e1559239289721.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1500\" \/>\n\t<meta property=\"og:image:height\" content=\"517\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"BrainStation\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebSite\",\"@id\":\"https:\/\/brainstation.io\/blog\/#website\",\"url\":\"https:\/\/brainstation.io\/blog\/\",\"name\":\"BrainStation\u00ae Blog\",\"description\":\"The Digital Learning Company\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/brainstation.io\/blog\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness#primaryimage\",\"url\":\"https:\/\/d2re7sjnpekmig.cloudfront.net\/prod\/wp-content\/uploads\/2019\/05\/Brainstation_AI_SCHIZOPHRENIA-e1559239289721.png\",\"contentUrl\":\"https:\/\/d2re7sjnpekmig.cloudfront.net\/prod\/wp-content\/uploads\/2019\/05\/Brainstation_AI_SCHIZOPHRENIA-e1559239289721.png\",\"width\":1500,\"height\":517,\"caption\":\"AI being used to diagnose mental health\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness#webpage\",\"url\":\"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness\",\"name\":\"How AI Can Help Diagnose and Treat Mental Illness | BrainStation\u00ae Blog\",\"isPartOf\":{\"@id\":\"https:\/\/brainstation.io\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness#primaryimage\"},\"datePublished\":\"2019-05-30T18:04:20+00:00\",\"dateModified\":\"2020-05-07T17:00:03+00:00\",\"author\":{\"@id\":\"https:\/\/brainstation.io\/blog\/#\/schema\/person\/9f37983a6c4da6cf5dd422481ac8cf11\"},\"description\":\"Diagnosing and treaining mental illness has always been challenging, but AI and machine learning may be creating new widespread clinical possibilities.\",\"breadcrumb\":{\"@id\":\"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/brainstation.io\/blog\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How AI Can Help Diagnose and Treat Mental Illness\"}]},{\"@type\":\"Person\",\"@id\":\"https:\/\/brainstation.io\/blog\/#\/schema\/person\/9f37983a6c4da6cf5dd422481ac8cf11\",\"name\":\"BrainStation\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/brainstation.io\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/80c14b8388838ae1453aec36606b232d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/80c14b8388838ae1453aec36606b232d?s=96&d=mm&r=g\",\"caption\":\"BrainStation\"},\"description\":\"BrainStation is a global leader in digital skills training, empowering businesses and brands to succeed in the digital age. Established in 2012, BrainStation has worked with over 250 instructors from the most innovative companies, developing cutting-edge, real-world digital education that has empowered more than 50,000 professionals and some of the largest corporations in the world.\",\"url\":\"https:\/\/brainstation.io\/blog\/author\/brainstation\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How AI Can Help Diagnose and Treat Mental Illness | BrainStation\u00ae Blog","description":"Diagnosing and treaining mental illness has always been challenging, but AI and machine learning may be creating new widespread clinical possibilities.","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:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness","og_locale":"en_US","og_type":"article","og_title":"How AI Can Help Diagnose and Treat Mental Illness | BrainStation\u00ae Blog","og_description":"Diagnosing and treaining mental illness has always been challenging, but AI and machine learning may be creating new widespread clinical possibilities.","og_url":"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness","og_site_name":"BrainStation\u00ae Blog","article_published_time":"2019-05-30T18:04:20+00:00","article_modified_time":"2020-05-07T17:00:03+00:00","og_image":[{"width":1500,"height":517,"url":"https:\/\/d2re7sjnpekmig.cloudfront.net\/prod\/wp-content\/uploads\/2019\/05\/Brainstation_AI_SCHIZOPHRENIA-e1559239289721.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Written by":"BrainStation","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebSite","@id":"https:\/\/brainstation.io\/blog\/#website","url":"https:\/\/brainstation.io\/blog\/","name":"BrainStation\u00ae Blog","description":"The Digital Learning Company","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/brainstation.io\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness#primaryimage","url":"https:\/\/d2re7sjnpekmig.cloudfront.net\/prod\/wp-content\/uploads\/2019\/05\/Brainstation_AI_SCHIZOPHRENIA-e1559239289721.png","contentUrl":"https:\/\/d2re7sjnpekmig.cloudfront.net\/prod\/wp-content\/uploads\/2019\/05\/Brainstation_AI_SCHIZOPHRENIA-e1559239289721.png","width":1500,"height":517,"caption":"AI being used to diagnose mental health"},{"@type":"WebPage","@id":"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness#webpage","url":"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness","name":"How AI Can Help Diagnose and Treat Mental Illness | BrainStation\u00ae Blog","isPartOf":{"@id":"https:\/\/brainstation.io\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness#primaryimage"},"datePublished":"2019-05-30T18:04:20+00:00","dateModified":"2020-05-07T17:00:03+00:00","author":{"@id":"https:\/\/brainstation.io\/blog\/#\/schema\/person\/9f37983a6c4da6cf5dd422481ac8cf11"},"description":"Diagnosing and treaining mental illness has always been challenging, but AI and machine learning may be creating new widespread clinical possibilities.","breadcrumb":{"@id":"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/brainstation.io\/blog\/how-ai-can-help-diagnose-and-treat-mental-illness#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/brainstation.io\/blog"},{"@type":"ListItem","position":2,"name":"How AI Can Help Diagnose and Treat Mental Illness"}]},{"@type":"Person","@id":"https:\/\/brainstation.io\/blog\/#\/schema\/person\/9f37983a6c4da6cf5dd422481ac8cf11","name":"BrainStation","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/brainstation.io\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/80c14b8388838ae1453aec36606b232d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/80c14b8388838ae1453aec36606b232d?s=96&d=mm&r=g","caption":"BrainStation"},"description":"BrainStation is a global leader in digital skills training, empowering businesses and brands to succeed in the digital age. Established in 2012, BrainStation has worked with over 250 instructors from the most innovative companies, developing cutting-edge, real-world digital education that has empowered more than 50,000 professionals and some of the largest corporations in the world.","url":"https:\/\/brainstation.io\/blog\/author\/brainstation"}]}},"_links":{"self":[{"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/posts\/9006"}],"collection":[{"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/comments?post=9006"}],"version-history":[{"count":4,"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/posts\/9006\/revisions"}],"predecessor-version":[{"id":11448,"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/posts\/9006\/revisions\/11448"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/media\/9009"}],"wp:attachment":[{"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/media?parent=9006"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/categories?post=9006"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/tags?post=9006"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}