{"id":36759,"date":"2023-02-01T11:15:49","date_gmt":"2023-02-01T11:15:49","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/"},"modified":"2023-02-01T11:17:22","modified_gmt":"2023-02-01T11:17:22","slug":"this-software-tries-to-spot-lung-cancer-years-earlier-can-it","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/","title":{"rendered":"This software tries to spot lung cancer years earlier. Can it?"},"content":{"rendered":"<p> <a href=\"https:\/\/go.fiverr.com\/visit\/?bta=1052423&nci=17043\" Target=\"_Top\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" src=\"https:\/\/fiverr.ck-cdn.com\/tn\/serve\/?cid=40081059\" loading=\"lazy\"  width=\"601\" height=\"201\"><\/a>\n<\/p>\n<div>\n<div class=\"wpds-c-grBDNq hide-for-print mb-sm undefined\">\n<div class=\"PJLV PJLV-iAjpuP-css flex items-center\" config=\"[object Object]\" data-qa=\"article-actions\">\n<div class=\"wpds-c-fLphcs\">\n<div class=\"wpds-c-jmLDag wpds-c-jmLDag-bywHgD-variant-primary wpds-c-jmLDag-biynoz-density-compact wpds-c-jmLDag-hZSyid-isOutline-true wpds-c-jmLDag-ejCoEP-icon-left wpds-c-jmLDag-futxca-cv wpds-c-jmLDag-iknmtxO-css\"><button aria-label=\"Comment\" class=\"PJLV PJLV-iPnDcc-css\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 16 16\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\" role=\"img\" class=\"wpds-c-kKAfCG wpds-c-efqEZa focus-highlight flex items-center justify-center brad-lg pointer transition-400 ease-in-out transition-colors\" aria-label=\"Comment on this story\"><title>Touch upon this story<\/title><path d=\"M14 14V2H2v9.47h8.18L12.43 13ZM3 10.52V3h10v9.23l-2.5-1.66Z\"\/><\/svg><\/button><\/p>\n<p>Remark<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"teaser-content grid-center\">\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">Lung most cancers is the <a href=\"https:\/\/gco.iarc.fr\/today\/data\/factsheets\/cancers\/39-All-cancers-fact-sheet.pdf\" target=\"_blank\" rel=\"noopener\">deadliest<\/a> type of most cancers, so catching it early is among the greatest methods for sufferers to outlive.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">Now researchers have created a man-made intelligence device that might predict whether or not an individual will get lung most cancers as much as six years upfront, paving the best way for docs to identify tumors which can be notoriously onerous to detect early.<\/p>\n<\/div>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">The discovering, introduced <a href=\"https:\/\/news.mit.edu\/2023\/ai-model-can-detect-future-lung-cancer-0120\" target=\"_blank\" rel=\"noopener\">in late January<\/a> by a staff of researchers at Harvard\u2019s Massachusetts Common Hospital and the Massachusetts Institute of Know-how, is a part of a rising medical pattern of utilizing algorithms to foretell all the pieces from <a href=\"https:\/\/www.washingtonpost.com\/technology\/2021\/12\/21\/mammogram-artificial-intelligence-cancer-prediction\/?itid=lk_inline_manual_5\" target=\"_blank\" rel=\"noopener\">breast<\/a> most cancers and prostate most cancers to the probability of tumors regrowing. Although analysis is rising, scientists say extra testing must be achieved earlier than totally unleashing these merchandise into medical settings.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">The device known as Sybil, named after the prophet in historical Greek literature. It&#8217;s a deep-learning mannequin, that means computer systems parse by way of large information units to determine and categorize patterns. Sybil was educated on six years of lung scans of sufferers in america and Taiwan, researchers mentioned.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">The research outcomes confirmed Sybil achieved scores scientifically thought of \u201cgood\u201d and \u201crobust\u201d in predicting lung most cancers over six years. It was stronger with its one-year prediction charges, the research scientists famous.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">Lung most cancers is \u201cthe largest most cancers killer as a result of it\u2019s comparatively widespread and comparatively onerous to deal with,\u201d mentioned Florian Fintelmann, an interventional radiologist on the Massachusetts Common Most cancers Middle and research co-author. \u201cIn case you detect lung most cancers early, the long-term end result is considerably higher.\u201d<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p><span class=\"font--article-body font-copy hide-for-print ma-0 pb-md db italic interstitial\"><a data-qa=\"interstitial-link\" href=\"https:\/\/www.washingtonpost.com\/technology\/2022\/09\/02\/parkinsons-disease-ai-diagnosis\/?itid=lk_interstitial_manual_11\">A new algorithm could spot Parkinson\u2019s early. Will it help?<\/a><\/span><\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">Most cancers is the<a href=\"https:\/\/www.cancer.org\/about-us\/our-global-health-work\/global-cancer-burden.html#:~:text=Cancer%20is%20the%20second%20leading,%2Dmiddle%2Dincome%20countries1.\" target=\"_blank\" rel=\"noopener\"> second-leading cause<\/a> of deaths globally, and as advances in synthetic intelligence software program and computing energy have elevated, it has develop into a ripe space for researchers to use the expertise within the hope of serving to docs with diagnoses.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">Researchers are utilizing synthetic intelligence to trace <a href=\"https:\/\/www.mountsinai.org\/about\/newsroom\/2018\/pathology-test-uses-artificial-intelligence-to-predict-prostate-cancer-progression-following-surgery\" target=\"_blank\" rel=\"noopener\">prostate cancer<\/a> development, <a href=\"https:\/\/www.washingtonpost.com\/technology\/2021\/12\/21\/mammogram-artificial-intelligence-cancer-prediction\/?itid=lk_inline_manual_14\" target=\"_blank\" rel=\"noopener\">breast cancer<\/a> and even the <a href=\"https:\/\/www.theguardian.com\/society\/2022\/apr\/23\/cancer-ai-tool-predicts-tumour-regrowth\" target=\"_blank\" rel=\"noopener\">regrowth of tumors<\/a> after present process remedy.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">A lot of the expertise includes analyzing<b> <\/b>massive troves of medical scans, information units or pictures, then feeding them into complicated synthetic intelligence software program. From there, computer systems are educated to identify pictures of tumors or different abnormalities that researchers declare could be extra correct and faster than the human eye.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">Lately, there\u2019s been a surge in new therapies to fight lung most cancers, research researchers mentioned, however many sufferers nonetheless die of the illness on account of boundaries.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">Those that are previous and poor won&#8217;t get screenings due to restricted federal funding. Many sufferers recognized with lung most cancers both by no means smoked or are former people who smoke who stop greater than 15 years in the past, MIT researchers mentioned, making them ineligible for screenings in america.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">For individuals who can get screened, the commonest method is utilizing low-dose computed tomography scans, referred to as LDCT. Researchers created Sybil to turbocharge the screening course of, permitting software program to investigate LDCT pictures with out the help of radiologists to foretell most cancers threat as much as six years upfront.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">However constructing Sybil was a problem, research authors mentioned. Peter Mikhael, a researcher and affiliate of MIT\u2019s Jameel Clinic and its pc science and synthetic intelligence laboratory, described it as \u201clooking for a needle within the haystack.\u201d<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p><span class=\"font--article-body font-copy hide-for-print ma-0 pb-md db italic interstitial\"><a data-qa=\"interstitial-link\" href=\"https:\/\/www.washingtonpost.com\/technology\/2022\/03\/29\/darpa-artificial-intelligence-battlefield-medical-decisions\/?itid=lk_interstitial_manual_23\">The military wants AI to replace human decision-making in battle<\/a><\/span><\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">Many of the<b> <\/b>imaging information to coach Sybil didn\u2019t include overt indicators of most cancers, since early-stage lung most cancers is in small parts of the lung and could be onerous for the bare eye<b> <\/b>to identify. To make sure the software program may assess most cancers threat, the research staff \u201clabeled a whole bunch of CT scans with seen cancerous tumors\u201d and fed them into Sybil earlier than unleashing the software program on CT scans with restricted indicators of most cancers, researchers mentioned.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">The staff used information units from the Nationwide Lung Screening Trial, Massachusetts Common Hospital and Chang Gung Memorial Hospital in Taiwan. Among the information skewed overwhelmingly from White folks, in accordance with the research.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">Medical specialists warning that most cancers software program requires extra research earlier than being put to medical use, in accordance with authorities scientists and analysis research.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">Researchers from Harvard and the Netherlands <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1535610821002105?via%3Dihub\" target=\"_blank\" rel=\"noopener\">have said<\/a> that the talents to translate info generated by AI algorithms stays within the \u201cnascent stage.\u201d Furthermore, the advantages AI could present drugs is at present fairly slim. Even with these detection instruments, docs nonetheless must make diagnoses, design remedy plans and handle general care.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p><span class=\"font--article-body font-copy hide-for-print ma-0 pb-md db italic interstitial\"><a data-qa=\"interstitial-link\" href=\"https:\/\/www.washingtonpost.com\/technology\/2022\/07\/15\/predictive-policing-algorithms-fail\/?itid=lk_interstitial_manual_28&amp;itid=lk_interstitial_manual_30\">The never-ending quest to predict crime using AI<\/a><\/span><\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">Different medical specialists <a href=\"https:\/\/www.cancer.gov\/news-events\/cancer-currents-blog\/2022\/artificial-intelligence-cancer-imaging\" target=\"_blank\" rel=\"noopener\">point out<\/a> that extra testing must be achieved to see how nicely the software program works on a wide range of sufferers, utilizing completely different scanners and instruments. There additionally must be extra work achieved to point out the software program really advantages folks, both by serving to them reside longer, stopping most cancers or saving money and time. How algorithms work have to be clear, not a \u201cblack field,\u201d they mentioned.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">MIT researchers mentioned they are going to proceed their work.<\/p>\n<\/div>\n<div class=\"article-body\" data-qa=\"article-body\">\n<p data-testid=\"drop-cap-letter\" data-el=\"text\" class=\"wpds-c-cYdRxM wpds-c-cYdRxM-iPJLV-css font-copy\">\u201cAn thrilling subsequent step within the analysis shall be testing Sybil prospectively on folks in danger for lung most cancers who haven&#8217;t smoked or who stop a long time in the past,\u201d mentioned Lecia Sequist, director of the Middle for Innovation in Early Most cancers Detection at Massachusetts Common Hospital.<\/p>\n<\/div>\n<section class=\"dn-ns hide-for-print\" data-testid=\"mostRead\" subscriptions-section=\"content\"\/><\/div>\n<iframe data-lazy=\"true\" data-src=\"https:\/\/www.fiverr.com\/gig_widgets?id=U2FsdGVkX18x7XQvttUTrv1oEqmGNGTgvvCUiUoJ\/AP4z\/UyMz8lXGOLpu15jIMxBbTR0gmD5uBoFvhC4KWeALQRp3h\/X\/AwcVD0K8Wj9H\/ZzYKzcCNHosB9oS4SCJJFWiN85P9ICAc4OgCoE\/wHKIY7CDkf2\/DQ1vqGvk4smVe5cRDEmrLPCWi4FC8p40VUhSmWQ5udCm0zoJtorgWv3vbDQw0kKYkwn39ozAnQXDe+YvWMxkLFWA+O3TFwkJvdkIK+\/AUSnRssPKt5WHY0FhNOxnSPcLslEL4G4\/RfP95ve99U+kRnDy3X+KtzdQLY+u935ghON\/o3UE4IMv9oN6JX9RnxzL\/LRcOgnHigxStSGPKsZYtnz8RWNVT\/rOLAibqiWJadC5MYHRbekF3eg6FOGrQGkXYbsn0+a5aovnlLCbLwIqY9fcS17UX8J235iQ6cdmHNbrPeS84CMm34RA==&affiliate_id=1052423&strip_google_tagmanager=true\" loading=\"lazy\" data-with-title=\"true\" class=\"fiverr_nga_frame\" frameborder=\"0\" height=\"350\" width=\"100%\" referrerpolicy=\"no-referrer-when-downgrade\" data-mode=\"random_gigs\" onload=\" var frame = this; var script = document.createElement('script'); script.addEventListener('load', function() { window.FW_SDK.register(frame); }); script.setAttribute('src', 'https:\/\/www.fiverr.com\/gig_widgets\/sdk'); document.body.appendChild(script); \" ><\/iframe>\n<br \/><a href=\"https:\/\/www.washingtonpost.com\/technology\/2023\/02\/01\/lung-cancer-artificial-intelligence-prediction\/?utm_source=rss&#038;utm_medium=referral&#038;utm_campaign=wp_business-technology\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Touch upon this story Remark Lung most cancers is the deadliest type of most cancers, so catching it early is among the greatest methods for&#8230;<\/p>\n","protected":false},"author":1,"featured_media":36760,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-36759","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-universe"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>This software tries to spot lung cancer years earlier. Can it? - mailinvest.blog<\/title>\n<meta name=\"description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. Tons of people enjoy reading tech blogs on a daily basis.mailinvest.blog tracks all the latest consumer technology breakthroughs and shows you what&#039;s new, what matters and how technology can enrich your life. mailinvest.blog also provides the information, tools, and advice that helps when deciding what to buy.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"This software tries to spot lung cancer years earlier. Can it? - mailinvest.blog\" \/>\n<meta property=\"og:description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. Tons of people enjoy reading tech blogs on a daily basis.mailinvest.blog tracks all the latest consumer technology breakthroughs and shows you what&#039;s new, what matters and how technology can enrich your life. mailinvest.blog also provides the information, tools, and advice that helps when deciding what to buy.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/\" \/>\n<meta property=\"og:site_name\" content=\"mailinvest.blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/freelanceracademic\/\" \/>\n<meta property=\"article:published_time\" content=\"2023-02-01T11:15:49+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-02-01T11:17:22+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mailinvest.blog\/wp-content\/uploads\/2023\/02\/BF26EAWHQGIBRUPNKAR7DXP4GM.jpgw1440.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1440\" \/>\n\t<meta property=\"og:image:height\" content=\"960\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"admin@mailinvest.blog\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin@mailinvest.blog\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/index.php\\\/2023\\\/02\\\/01\\\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/index.php\\\/2023\\\/02\\\/01\\\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\\\/\"},\"author\":{\"name\":\"admin@mailinvest.blog\",\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/#\\\/schema\\\/person\\\/012701c4c204d4e4ebd34f926cfd31a4\"},\"headline\":\"This software tries to spot lung cancer years earlier. Can it?\",\"datePublished\":\"2023-02-01T11:15:49+00:00\",\"dateModified\":\"2023-02-01T11:17:22+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/index.php\\\/2023\\\/02\\\/01\\\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\\\/\"},\"wordCount\":948,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/index.php\\\/2023\\\/02\\\/01\\\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/mailinvest.blog\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/BF26EAWHQGIBRUPNKAR7DXP4GM.jpgw1440.jpeg\",\"articleSection\":[\"Tech Universe\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/mailinvest.blog\\\/index.php\\\/2023\\\/02\\\/01\\\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/index.php\\\/2023\\\/02\\\/01\\\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\\\/\",\"url\":\"https:\\\/\\\/mailinvest.blog\\\/index.php\\\/2023\\\/02\\\/01\\\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\\\/\",\"name\":\"This software tries to spot lung cancer years earlier. Can it? - mailinvest.blog\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/index.php\\\/2023\\\/02\\\/01\\\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/index.php\\\/2023\\\/02\\\/01\\\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/mailinvest.blog\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/BF26EAWHQGIBRUPNKAR7DXP4GM.jpgw1440.jpeg\",\"datePublished\":\"2023-02-01T11:15:49+00:00\",\"dateModified\":\"2023-02-01T11:17:22+00:00\",\"description\":\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. Tons of people enjoy reading tech blogs on a daily basis.mailinvest.blog tracks all the latest consumer technology breakthroughs and shows you what's new, what matters and how technology can enrich your life. mailinvest.blog also provides the information, tools, and advice that helps when deciding what to buy.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/index.php\\\/2023\\\/02\\\/01\\\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/mailinvest.blog\\\/index.php\\\/2023\\\/02\\\/01\\\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/index.php\\\/2023\\\/02\\\/01\\\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\\\/#primaryimage\",\"url\":\"https:\\\/\\\/mailinvest.blog\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/BF26EAWHQGIBRUPNKAR7DXP4GM.jpgw1440.jpeg\",\"contentUrl\":\"https:\\\/\\\/mailinvest.blog\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/BF26EAWHQGIBRUPNKAR7DXP4GM.jpgw1440.jpeg\",\"width\":1440,\"height\":960},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/index.php\\\/2023\\\/02\\\/01\\\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/mailinvest.blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"This software tries to spot lung cancer years earlier. Can it?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/#website\",\"url\":\"https:\\\/\\\/mailinvest.blog\\\/\",\"name\":\"mailinvest.blog\",\"description\":\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. Tons of people enjoy reading tech blogs on a daily basis. mailinvest.blog tracks all the latest consumer technology breakthroughs and shows you what&#039;s new, what matters and how technology can enrich your life. mailinvest.blog also provides the information, tools, and advice that helps when deciding what to buy.\",\"publisher\":{\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/mailinvest.blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/#organization\",\"name\":\"mailinvest\",\"url\":\"https:\\\/\\\/mailinvest.blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/mailinvest.blog\\\/wp-content\\\/uploads\\\/2022\\\/01\\\/default.png\",\"contentUrl\":\"https:\\\/\\\/mailinvest.blog\\\/wp-content\\\/uploads\\\/2022\\\/01\\\/default.png\",\"width\":1000,\"height\":1000,\"caption\":\"mailinvest\"},\"image\":{\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/freelanceracademic\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/mailinvest.blog\\\/#\\\/schema\\\/person\\\/012701c4c204d4e4ebd34f926cfd31a4\",\"name\":\"admin@mailinvest.blog\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/98ed217bd0f3d6a6dcae2d9b0c76e305b049a07275e315e1407e19ec8b08e139?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/98ed217bd0f3d6a6dcae2d9b0c76e305b049a07275e315e1407e19ec8b08e139?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/98ed217bd0f3d6a6dcae2d9b0c76e305b049a07275e315e1407e19ec8b08e139?s=96&d=mm&r=g\",\"caption\":\"admin@mailinvest.blog\"},\"sameAs\":[\"https:\\\/\\\/mailinvest.blog\",\"admin@mailinvest.blog\"],\"url\":\"https:\\\/\\\/mailinvest.blog\\\/index.php\\\/author\\\/adminmailinvest-blog\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"This software tries to spot lung cancer years earlier. Can it? - mailinvest.blog","description":"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. Tons of people enjoy reading tech blogs on a daily basis.mailinvest.blog tracks all the latest consumer technology breakthroughs and shows you what's new, what matters and how technology can enrich your life. mailinvest.blog also provides the information, tools, and advice that helps when deciding what to buy.","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:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/","og_locale":"en_US","og_type":"article","og_title":"This software tries to spot lung cancer years earlier. Can it? - mailinvest.blog","og_description":"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. Tons of people enjoy reading tech blogs on a daily basis.mailinvest.blog tracks all the latest consumer technology breakthroughs and shows you what's new, what matters and how technology can enrich your life. mailinvest.blog also provides the information, tools, and advice that helps when deciding what to buy.","og_url":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/","og_site_name":"mailinvest.blog","article_publisher":"https:\/\/www.facebook.com\/freelanceracademic\/","article_published_time":"2023-02-01T11:15:49+00:00","article_modified_time":"2023-02-01T11:17:22+00:00","og_image":[{"width":1440,"height":960,"url":"https:\/\/mailinvest.blog\/wp-content\/uploads\/2023\/02\/BF26EAWHQGIBRUPNKAR7DXP4GM.jpgw1440.jpeg","type":"image\/jpeg"}],"author":"admin@mailinvest.blog","twitter_card":"summary_large_image","twitter_misc":{"Written by":"admin@mailinvest.blog","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/#article","isPartOf":{"@id":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/"},"author":{"name":"admin@mailinvest.blog","@id":"https:\/\/mailinvest.blog\/#\/schema\/person\/012701c4c204d4e4ebd34f926cfd31a4"},"headline":"This software tries to spot lung cancer years earlier. Can it?","datePublished":"2023-02-01T11:15:49+00:00","dateModified":"2023-02-01T11:17:22+00:00","mainEntityOfPage":{"@id":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/"},"wordCount":948,"commentCount":0,"publisher":{"@id":"https:\/\/mailinvest.blog\/#organization"},"image":{"@id":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/#primaryimage"},"thumbnailUrl":"https:\/\/mailinvest.blog\/wp-content\/uploads\/2023\/02\/BF26EAWHQGIBRUPNKAR7DXP4GM.jpgw1440.jpeg","articleSection":["Tech Universe"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/","url":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/","name":"This software tries to spot lung cancer years earlier. Can it? - mailinvest.blog","isPartOf":{"@id":"https:\/\/mailinvest.blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/#primaryimage"},"image":{"@id":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/#primaryimage"},"thumbnailUrl":"https:\/\/mailinvest.blog\/wp-content\/uploads\/2023\/02\/BF26EAWHQGIBRUPNKAR7DXP4GM.jpgw1440.jpeg","datePublished":"2023-02-01T11:15:49+00:00","dateModified":"2023-02-01T11:17:22+00:00","description":"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. Tons of people enjoy reading tech blogs on a daily basis.mailinvest.blog tracks all the latest consumer technology breakthroughs and shows you what's new, what matters and how technology can enrich your life. mailinvest.blog also provides the information, tools, and advice that helps when deciding what to buy.","breadcrumb":{"@id":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/#primaryimage","url":"https:\/\/mailinvest.blog\/wp-content\/uploads\/2023\/02\/BF26EAWHQGIBRUPNKAR7DXP4GM.jpgw1440.jpeg","contentUrl":"https:\/\/mailinvest.blog\/wp-content\/uploads\/2023\/02\/BF26EAWHQGIBRUPNKAR7DXP4GM.jpgw1440.jpeg","width":1440,"height":960},{"@type":"BreadcrumbList","@id":"https:\/\/mailinvest.blog\/index.php\/2023\/02\/01\/this-software-tries-to-spot-lung-cancer-years-earlier-can-it\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/mailinvest.blog\/"},{"@type":"ListItem","position":2,"name":"This software tries to spot lung cancer years earlier. Can it?"}]},{"@type":"WebSite","@id":"https:\/\/mailinvest.blog\/#website","url":"https:\/\/mailinvest.blog\/","name":"mailinvest.blog","description":"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. Tons of people enjoy reading tech blogs on a daily basis. mailinvest.blog tracks all the latest consumer technology breakthroughs and shows you what&#039;s new, what matters and how technology can enrich your life. mailinvest.blog also provides the information, tools, and advice that helps when deciding what to buy.","publisher":{"@id":"https:\/\/mailinvest.blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/mailinvest.blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/mailinvest.blog\/#organization","name":"mailinvest","url":"https:\/\/mailinvest.blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/mailinvest.blog\/#\/schema\/logo\/image\/","url":"https:\/\/mailinvest.blog\/wp-content\/uploads\/2022\/01\/default.png","contentUrl":"https:\/\/mailinvest.blog\/wp-content\/uploads\/2022\/01\/default.png","width":1000,"height":1000,"caption":"mailinvest"},"image":{"@id":"https:\/\/mailinvest.blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/freelanceracademic\/"]},{"@type":"Person","@id":"https:\/\/mailinvest.blog\/#\/schema\/person\/012701c4c204d4e4ebd34f926cfd31a4","name":"admin@mailinvest.blog","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/98ed217bd0f3d6a6dcae2d9b0c76e305b049a07275e315e1407e19ec8b08e139?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/98ed217bd0f3d6a6dcae2d9b0c76e305b049a07275e315e1407e19ec8b08e139?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/98ed217bd0f3d6a6dcae2d9b0c76e305b049a07275e315e1407e19ec8b08e139?s=96&d=mm&r=g","caption":"admin@mailinvest.blog"},"sameAs":["https:\/\/mailinvest.blog","admin@mailinvest.blog"],"url":"https:\/\/mailinvest.blog\/index.php\/author\/adminmailinvest-blog\/"}]}},"_links":{"self":[{"href":"https:\/\/mailinvest.blog\/index.php\/wp-json\/wp\/v2\/posts\/36759","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mailinvest.blog\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mailinvest.blog\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mailinvest.blog\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mailinvest.blog\/index.php\/wp-json\/wp\/v2\/comments?post=36759"}],"version-history":[{"count":1,"href":"https:\/\/mailinvest.blog\/index.php\/wp-json\/wp\/v2\/posts\/36759\/revisions"}],"predecessor-version":[{"id":36761,"href":"https:\/\/mailinvest.blog\/index.php\/wp-json\/wp\/v2\/posts\/36759\/revisions\/36761"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mailinvest.blog\/index.php\/wp-json\/wp\/v2\/media\/36760"}],"wp:attachment":[{"href":"https:\/\/mailinvest.blog\/index.php\/wp-json\/wp\/v2\/media?parent=36759"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailinvest.blog\/index.php\/wp-json\/wp\/v2\/categories?post=36759"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailinvest.blog\/index.php\/wp-json\/wp\/v2\/tags?post=36759"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}