{"id":1204,"date":"2025-02-15T19:45:22","date_gmt":"2025-02-15T19:45:22","guid":{"rendered":"https:\/\/geiselmed2.dartmouth.edu\/dermatology\/?page_id=1204"},"modified":"2025-02-15T19:45:22","modified_gmt":"2025-02-15T19:45:22","slug":"artificial-intelligence-digital-pathology","status":"publish","type":"page","link":"https:\/\/geiselmed.dartmouth.edu\/dermatology\/research\/artificial-intelligence-digital-pathology\/","title":{"rendered":"Artificial Intelligence and Digital Pathology"},"content":{"rendered":"\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p class=\"has-medium-font-size\"><strong>Description: <\/strong>Development and validation of machine learning algorithms for dermatopathology diagnosis, margin assessment, and clinical decision support.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/dhgeiselgiving.org\/artificial-intelligence-analyzes-surgical-margins-cancer\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"790\" src=\"https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/02\/AI_at.the_.CuttingEdge.of_.Surgery_3.Dermatology-KS-0046_Matthew-R.-LeBoeuf-MD-PhD_rgb-1024x790.jpg\" alt=\"\" class=\"wp-image-1208\" srcset=\"https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/02\/AI_at.the_.CuttingEdge.of_.Surgery_3.Dermatology-KS-0046_Matthew-R.-LeBoeuf-MD-PhD_rgb-1024x790.jpg 1024w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/02\/AI_at.the_.CuttingEdge.of_.Surgery_3.Dermatology-KS-0046_Matthew-R.-LeBoeuf-MD-PhD_rgb-300x232.jpg 300w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/02\/AI_at.the_.CuttingEdge.of_.Surgery_3.Dermatology-KS-0046_Matthew-R.-LeBoeuf-MD-PhD_rgb-768x593.jpg 768w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/02\/AI_at.the_.CuttingEdge.of_.Surgery_3.Dermatology-KS-0046_Matthew-R.-LeBoeuf-MD-PhD_rgb-71x55.jpg 71w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/02\/AI_at.the_.CuttingEdge.of_.Surgery_3.Dermatology-KS-0046_Matthew-R.-LeBoeuf-MD-PhD_rgb-800x618.jpg 800w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/02\/AI_at.the_.CuttingEdge.of_.Surgery_3.Dermatology-KS-0046_Matthew-R.-LeBoeuf-MD-PhD_rgb-580x448.jpg 580w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/02\/AI_at.the_.CuttingEdge.of_.Surgery_3.Dermatology-KS-0046_Matthew-R.-LeBoeuf-MD-PhD_rgb.jpg 1140w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-background has-text-align-center wp-element-button\" href=\"https:\/\/dhgeiselgiving.org\/artificial-intelligence-analyzes-surgical-margins-cancer\" style=\"background-color:#00693e\">AI at the Cutting Edge of Surgery<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Key publications<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Davis MJ, Srinivasan G, Chacko R, Chen S, Suvarna A, Vaickus LJ, Torres VC, Hodge S, Chen EY, Preum S, Samkoe KS, Christensen BC, LeBoeuf MR, Levy JJ. A deep learning algorithm to detect cutaneous squamous cell carcinoma on frozen sections in Mohs micrographic surgery: A retrospective assessment. Exp Dermatol. 2024 Jan;33(1):e14949. doi: 10.1111\/exd.14949. Epub 2023 Oct 21. PMID: 37864429.<\/li>\n\n\n\n<li>&nbsp;Levy JJ, Davis MJ, Chacko RS, Davis MJ, Fu LJ, Goel T, Pamal A, Nafi I, Angirekula A, Suvarna A, Vempati R, Christensen BC, Hayden MS, Vaickus LJ, LeBoeuf MR. Intraoperative margin assessment for basal cell carcinoma with deep learning and histologic tumor mapping to surgical site. NPJ Precis Oncol. 2024 Jan 3;8(1):2. doi: 10.1038\/s41698-023-00477-7. PMID: 38172524; PMCID: PMC10764333.<\/li>\n\n\n\n<li>&nbsp;Chacko R, Davis MJ, Levy J, LeBoeuf M. Integration of a deep learning basal cell carcinoma detection and tumor mapping algorithm into the Mohs micrographic surgery workflow and effects on clinical staffing: A simulated, retrospective study. JAAD Int. 2024 Mar 1;15:185-191. doi: 10.1016\/j.jdin.2024.02.014. PMID: 38651039; PMCID: PMC11033206.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Faculty<\/strong><\/h2>\n\n\n<div id=\"geisel-profile-group-research-ai-and-digital-pathology\"><div class=\"fourcol-one geisel-profile\"><p class=\"fac_c_img large\"><img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"740\" src=\"https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/01\/Leboeuf-1024x1024.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"Matthew Leboeuf headshot\" srcset=\"https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/01\/Leboeuf-1024x1024.jpg 1024w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/01\/Leboeuf-300x300.jpg 300w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/01\/Leboeuf-150x150.jpg 150w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/01\/Leboeuf-768x768.jpg 768w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/01\/Leboeuf-55x55.jpg 55w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/01\/Leboeuf-1536x1536.jpg 1536w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/01\/Leboeuf-1600x1600.jpg 1600w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/01\/Leboeuf-800x800.jpg 800w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/01\/Leboeuf-580x580.jpg 580w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/01\/Leboeuf.jpg 1720w\" sizes=\"auto, (max-width: 740px) 100vw, 740px\" \/><\/p><div class=\"fac_c_p large\"><h3>Matthew LeBoeuf, MD, PhD<\/h3>\n<ul>\r\n \t<li>Associate Professor of Dermatology<\/li>\r\n \t<li>Section Chief of Mohs Surgery<\/li>\r\n<\/ul><p><a href=\"https:\/\/geiselmed.dartmouth.edu\/dermatology\/profile\/matthew-leboeuf-md-mba\/\" class=\"button\">Full Profile<\/a><\/p><\/div><\/div><div class=\"fourcol-one geisel-profile\"><p class=\"fac_c_img large\"><img loading=\"lazy\" decoding=\"async\" width=\"290\" height=\"291\" src=\"https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/02\/levy.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"Joshua Levy headshot\" srcset=\"https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/02\/levy.jpg 290w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/02\/levy-150x150.jpg 150w, https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-content\/uploads\/sites\/68\/2025\/02\/levy-55x55.jpg 55w\" sizes=\"auto, (max-width: 290px) 100vw, 290px\" \/><\/p><div class=\"fac_c_p large\"><h3>Josh Levy, PhD<\/h3>\n<p><a href=\"https:\/\/geiselmed.dartmouth.edu\/dermatology\/profile\/josh-levy-phd\/\" class=\"button\">Full Profile<\/a><\/p>\n<\/div><\/div><div class=\"clearfix\"><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Grants and Funding<\/strong><\/h2>\n\n\n\n<p>Matthew LeBoeuf MD, Joshua Levy PhD.&nbsp; Analyzing Tumor Margins in Real Time. Prouty.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Description: Development and validation of machine learning algorithms for dermatopathology diagnosis, margin assessment, and clinical decision support. Key publications Faculty Grants and Funding Matthew LeBoeuf MD, Joshua Levy PhD.&nbsp; Analyzing Tumor Margins in Real Time. Prouty.<\/p>\n","protected":false},"author":232,"featured_media":0,"parent":1928,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/template-full-width.php","meta":{"footnotes":""},"class_list":["post-1204","page","type-page","status-publish","hentry","author-232"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-json\/wp\/v2\/pages\/1204","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-json\/wp\/v2\/users\/232"}],"replies":[{"embeddable":true,"href":"https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-json\/wp\/v2\/comments?post=1204"}],"version-history":[{"count":0,"href":"https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-json\/wp\/v2\/pages\/1204\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-json\/wp\/v2\/pages\/1928"}],"wp:attachment":[{"href":"https:\/\/geiselmed.dartmouth.edu\/dermatology\/wp-json\/wp\/v2\/media?parent=1204"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}