{"id":7657,"date":"2025-07-18T21:06:58","date_gmt":"2025-07-18T19:06:58","guid":{"rendered":"https:\/\/cubert-hyperspectral.com\/?p=7657"},"modified":"2026-10-03T21:11:06","modified_gmt":"2026-10-03T19:11:06","slug":"hyperspectral-imaging-in-biomedical-research-and-diagnostics","status":"publish","type":"post","link":"https:\/\/cubert-hyperspectral.com\/en\/knowledge\/hyperspectral-imaging-in-biomedical-research-and-diagnostics\/","title":{"rendered":"Hyperspectral imaging in biomedical research and diagnostics"},"content":{"rendered":"<style>.kadence-column7657_d6f284-33 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column7657_d6f284-33 > .kt-inside-inner-col{flex-direction:column;}.kadence-column7657_d6f284-33 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column7657_d6f284-33 > .kt-inside-inner-col{background-color:rgba(0, 0, 0, 0);}.kadence-column7657_d6f284-33 > .kt-inside-inner-col:before{opacity:0.85;background-color:var(--global-palette7, 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.wp-block-kadence-column.kadence-column7657_025efe-e3 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column7657_025efe-e3 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column7657_025efe-e3\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedbtn.kb-btns7657_4d94f4-e2{padding-bottom:var(--global-kb-spacing-md, 2rem);gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns7657_4d94f4-e2 .kt-button{font-weight:normal;font-style:normal;}.kt-btns7657_4d94f4-e2 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns7657_4d94f4-e2 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns7657_4d94f4-e2 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns7657_4d94f4-e2 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns7657_4d94f4-e2 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns7657_4d94f4-e2 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns7657_4d94f4-e2 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns7657_4d94f4-e2\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn7657_bf86a3-69.kb-button{width:initial;}<\/style><span class=\"kb-button kt-button button kb-btn7657_bf86a3-69 kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-outline kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn kb-preset--outline\"><span class=\"kt-btn-inner-text\">Science<\/span><\/span>\n\n<style>ul.menu .wp-block-kadence-advancedbtn .kb-btn7657_b9184d-f3.kb-button{width:initial;}<\/style><span class=\"kb-button kt-button button kb-btn7657_b9184d-f3 kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-outline kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn kb-preset--outline\"><span class=\"kt-btn-inner-text\">Technology<\/span><\/span><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading7657_ee69df-87, .wp-block-kadence-advancedheading.kt-adv-heading7657_ee69df-87[data-kb-block=\"kb-adv-heading7657_ee69df-87\"]{padding-top:0px;margin-top:0px;font-size:60px;line-height:68px;font-style:normal;text-shadow:2px 2px 5px rgba(0, 0, 0, 0.2);}.wp-block-kadence-advancedheading.kt-adv-heading7657_ee69df-87 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading7657_ee69df-87[data-kb-block=\"kb-adv-heading7657_ee69df-87\"] mark.kt-highlight{font-style:normal;color:var(--global-palette8, #F7FAFC);-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading7657_ee69df-87 img.kb-inline-image, 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diagnostics<\/h1>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading7657_700d1a-0f, .wp-block-kadence-advancedheading.kt-adv-heading7657_700d1a-0f[data-kb-block=\"kb-adv-heading7657_700d1a-0f\"]{max-width:700px;font-size:28px;line-height:36px;font-weight:100;font-style:normal;font-family:Roboto;}.wp-block-kadence-advancedheading.kt-adv-heading7657_700d1a-0f mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading7657_700d1a-0f[data-kb-block=\"kb-adv-heading7657_700d1a-0f\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading7657_700d1a-0f img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading7657_700d1a-0f[data-kb-block=\"kb-adv-heading7657_700d1a-0f\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading7657_700d1a-0f wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading7657_700d1a-0f\">Technological application areas, integration potential, and insights for translational research\n<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items7657_6b72f3-5e:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items7657_6b72f3-5e ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items7657_6b72f3-5e ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items7657_6b72f3-5e .kb-svg-icon-wrap{font-size:25px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items7657_6b72f3-5e ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:15px;}.kt-svg-icon-list-items7657_6b72f3-5e ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap, .kt-svg-icon-list-items7657_6b72f3-5e ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap a{font-size:18px;line-height:30px;letter-spacing:0.5px;}.kt-svg-icon-list-items7657_6b72f3-5e ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items7657_6b72f3-5e .wp-block-kadence-listitem a{text-decoration:underline;}.wp-block-kadence-iconlist.kt-svg-icon-list-items7657_6b72f3-5e ul.kt-svg-icon-list .wp-block-kadence-listitem a{color:var(--global-palette8, #F7FAFC);}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items7657_6b72f3-5e kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-7657_09a898-21 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-7657_09a898-21\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-9483 kt-svg-icon-list-single\"><svg viewBox=\"0 0 30 24\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><defs ><style \/><\/defs><path class=\"st0\" d=\"M26,0H4C1.8,0,0,1.8,0,4v16c0,2.2,1.8,4,4,4h22c2.2,0,4-1.8,4-4V4c0-2.2-1.8-4-4-4ZM10,10c0-2.7,2.3-5,5-5s5,2.2,5,5-2.3,5-5,5-5-2.2-5-5ZM15,17c4.1,0,7.6,2.1,8.6,5H6.3c1.1-2.9,4.6-5,8.6-5ZM28,20c0,1.1-.9,2-2,2h-.3c-.8-2.9-3.3-5.3-6.7-6.4,1.8-1.3,3-3.3,3-5.7,0-3.8-3.2-7-7-7s-7,3.1-7,7,1.2,4.4,3,5.7c-3.3,1.1-5.9,3.4-6.7,6.4h-.2c-1.1,0-2-.9-2-2V4c0-1.1.9-2,2-2h22c1.1,0,2,.9,2,2v16Z\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Author: <a href=\"#author\" title=\"\">Dr. Matthias Locherer<\/a><\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-7657_113cfe-ee .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-7657_113cfe-ee\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-9484 kt-svg-icon-list-single\"><svg viewBox=\"0 0 30 24\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><defs ><style \/><\/defs><path class=\"st0\" d=\"M26,24H4c-2.2,0-4-1.8-4-4V4C0,1.8,1.8,0,4,0h22c2.2,0,4,1.8,4,4v16c0,2.2-1.8,4-4,4ZM4,2c-1.1,0-2,.9-2,2v16c0,1.1.9,2,2,2h22c1.1,0,2-.9,2-2V4c0-1.1-.9-2-2-2H4Z\"\/><polygon class=\"st0\" points=\"15.4 13 8 13 8 11 14.6 11 18.3 7.3 19.7 8.7 15.4 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October 2026<\/span><\/li>\n<\/ul><\/div>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n\n<style>.kadence-column7657_c14bee-b5 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-3xl, 6.5rem);}.kadence-column7657_c14bee-b5 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column7657_c14bee-b5 > .kt-inside-inner-col{flex-direction:column;}.kadence-column7657_c14bee-b5 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column7657_c14bee-b5 > .kt-inside-inner-col:before{opacity:0.9;background-color:var(--global-palette9, #ffffff);}.kadence-column7657_c14bee-b5, .kadence-column7657_c14bee-b5 h1, .kadence-column7657_c14bee-b5 h2, .kadence-column7657_c14bee-b5 h3, .kadence-column7657_c14bee-b5 h4, .kadence-column7657_c14bee-b5 h5, .kadence-column7657_c14bee-b5 h6{color:var(--global-palette4, #2D3748);}.kadence-column7657_c14bee-b5 a{color:var(--global-palette4, #2D3748);}.kadence-column7657_c14bee-b5 a:hover{color:var(--global-palette3, 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1rem);}.kadence-column7657_2bce37-af > .kt-inside-inner-col{flex-direction:column;}.kadence-column7657_2bce37-af > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column7657_2bce37-af > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column7657_2bce37-af{position:relative;}@media all and (max-width: 1024px){.kadence-column7657_2bce37-af > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column7657_2bce37-af > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column7657_2bce37-af kb-section-is-sticky\"><div class=\"kt-inside-inner-col\"><style>.kb-table-of-content-nav.kb-table-of-content-id11019_4ec261-a1 .kb-table-of-content-wrap{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id11019_4ec261-a1 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.kb-table-of-contents__entry{color:#be2800;}@media all and (max-width: 767px){.kb-table-of-content-nav.kb-table-of-content-id11019_4ec261-a1 .kb-table-of-contents-title{font-size:20px;}}<\/style><\/div><\/div>\n\n\n<style>.kadence-column7657_cd165a-bb > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column7657_cd165a-bb > .kt-inside-inner-col{flex-direction:column;}.kadence-column7657_cd165a-bb > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column7657_cd165a-bb > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column7657_cd165a-bb a{color:#e64600;}.kadence-column7657_cd165a-bb a:hover{color:var(--global-palette13, #3182CE);}.kadence-column7657_cd165a-bb{position:relative;}.kadence-column7657_cd165a-bb, .kt-inside-inner-col > .kadence-column7657_cd165a-bb:not(.specificity){margin-top:-7px;}@media all and (max-width: 1024px){.kadence-column7657_cd165a-bb > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column7657_cd165a-bb > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column7657_cd165a-bb\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading7657_0bbf55-ec, .wp-block-kadence-advancedheading.kt-adv-heading7657_0bbf55-ec[data-kb-block=\"kb-adv-heading7657_0bbf55-ec\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading7657_0bbf55-ec mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading7657_0bbf55-ec[data-kb-block=\"kb-adv-heading7657_0bbf55-ec\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading7657_0bbf55-ec img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading7657_0bbf55-ec[data-kb-block=\"kb-adv-heading7657_0bbf55-ec\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading7657_0bbf55-ec, .wp-block-kadence-advancedheading.kt-adv-heading7657_0bbf55-ec[data-kb-block=\"kb-adv-heading7657_0bbf55-ec\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading7657_0bbf55-ec, .wp-block-kadence-advancedheading.kt-adv-heading7657_0bbf55-ec[data-kb-block=\"kb-adv-heading7657_0bbf55-ec\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading7657_0bbf55-ec wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading7657_0bbf55-ec\">Context and relevance for biomedical diagnostics and molecular research<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The precise analysis of biological processes in real time is a central goal of modern biomedicine. Functional and molecular information play an increasingly important role, especially in diagnostics and personalized therapy. Traditional imaging methods often reach their limits: they primarily provide structural data, frequently rely on contrast agents, and allow only limited dynamic interpretation of pathological processes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hyperspectral imaging fundamentally changes this paradigm. Instead of single image data, a complete spectrum per pixel is generated\u2014providing a molecular fingerprint of the tissue under examination. This spectral depth opens up new possibilities for identifying disease processes before visible morphological changes occur. Significant added value arises, particularly in early diagnostics, intraoperative decision support, and the development of new drugs and therapeutic procedures, benefiting both research and clinical application.<\/p>\n\n\n<style>.kadence-column7657_58391f-35 > .kt-inside-inner-col{display:flex;}.kadence-column7657_58391f-35 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column7657_58391f-35 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column7657_58391f-35 > .kt-inside-inner-col > .aligncenter{width:100%;}.kt-row-column-wrap > .kadence-column7657_58391f-35{align-self:flex-start;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column7657_58391f-35{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column7657_58391f-35 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column7657_58391f-35 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column7657_58391f-35{position:relative;}@media all and (max-width: 1024px){.kt-row-column-wrap > .kadence-column7657_58391f-35{align-self:flex-start;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column7657_58391f-35{align-self:auto;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column7657_58391f-35 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}}@media all and (max-width: 1024px){.kadence-column7657_58391f-35 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}}@media all and (max-width: 767px){.kt-row-column-wrap > .kadence-column7657_58391f-35{align-self:flex-start;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column7657_58391f-35{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column7657_58391f-35 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column7657_58391f-35 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column7657_58391f-35\"><div class=\"kt-inside-inner-col\"><style>.kb-image7657_7b925a-ed .kb-image-has-overlay:after{opacity:0.3;}.kb-image7657_7b925a-ed img.kb-img, .kb-image7657_7b925a-ed .kb-img img{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image7657_7b925a-ed\"><figure class=\"alignleft size-full\"><a href=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/hyperspektrale-medizinische-anwendung-scaled-1.avif\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1708\" src=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/hyperspektrale-medizinische-anwendung-scaled-1.avif\" alt=\"Hyperspektrale medizinische anwendung scaled\" class=\"kb-img wp-image-12985\" srcset=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/hyperspektrale-medizinische-anwendung-scaled-1.avif 2560w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/hyperspektrale-medizinische-anwendung-scaled-1-300x200.jpg 300w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/hyperspektrale-medizinische-anwendung-scaled-1-1024x683.jpg 1024w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/hyperspektrale-medizinische-anwendung-scaled-1-768x512.jpg 768w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/hyperspektrale-medizinische-anwendung-scaled-1-1536x1025.jpg 1536w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/hyperspektrale-medizinische-anwendung-scaled-1-2048x1366.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/a><\/figure><\/div>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading7657_baf2f1-32, .wp-block-kadence-advancedheading.kt-adv-heading7657_baf2f1-32[data-kb-block=\"kb-adv-heading7657_baf2f1-32\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading7657_baf2f1-32 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading7657_baf2f1-32[data-kb-block=\"kb-adv-heading7657_baf2f1-32\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading7657_baf2f1-32 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading7657_baf2f1-32[data-kb-block=\"kb-adv-heading7657_baf2f1-32\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading7657_baf2f1-32, .wp-block-kadence-advancedheading.kt-adv-heading7657_baf2f1-32[data-kb-block=\"kb-adv-heading7657_baf2f1-32\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading7657_baf2f1-32, .wp-block-kadence-advancedheading.kt-adv-heading7657_baf2f1-32[data-kb-block=\"kb-adv-heading7657_baf2f1-32\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading7657_baf2f1-32 wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading7657_baf2f1-32\">Requirements from clinical and scientific perspectives<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Initiated by <strong>ROVI-TECH (Belgium)<\/strong>, the study evaluated hyperspectral sorting technologies under industry-rFor the successful adoption of hyperspectral imaging in the biomedical field, several requirements must be met. Crucially, the ability to analyze tissue nondestructively and without contrast agents in real time is essential. Equally important is high imaging stability without moving parts to avoid artifacts caused by mechanical movement and to enable integration into sensitive laboratory environments.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Additionally, the technology must seamlessly integrate into existing platforms such as microscopes, endoscopes, or surgical systems without compromising their functionality. Interoperable connectivity with laboratory automation, digital workflows, and AI-powered evaluation systems is necessary to efficiently utilize the vast amounts of data and ensure reproducible results. Cubert\u2019s snapshot technology meets all these requirements by simultaneously capturing all spectral bands of an image\u2014without mechanical scanning, with validated real-time processing, and an open interface architecture.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading7657_0542d0-5b, .wp-block-kadence-advancedheading.kt-adv-heading7657_0542d0-5b[data-kb-block=\"kb-adv-heading7657_0542d0-5b\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading7657_0542d0-5b mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading7657_0542d0-5b[data-kb-block=\"kb-adv-heading7657_0542d0-5b\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading7657_0542d0-5b img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading7657_0542d0-5b[data-kb-block=\"kb-adv-heading7657_0542d0-5b\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading7657_0542d0-5b, .wp-block-kadence-advancedheading.kt-adv-heading7657_0542d0-5b[data-kb-block=\"kb-adv-heading7657_0542d0-5b\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading7657_0542d0-5b, .wp-block-kadence-advancedheading.kt-adv-heading7657_0542d0-5b[data-kb-block=\"kb-adv-heading7657_0542d0-5b\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading7657_0542d0-5b wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading7657_0542d0-5b\">Application areas in research and clinical practice<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">In neurodegenerative research, hyperspectral imaging offers new possibilities to detect pathological changes at very early stages. Spectral deviations in oxygen supply, protein expression, or tissue composition can be distinguished even before conventional methods reveal noticeable findings. This enables a deeper understanding of disease mechanisms and improves the chances for early therapeutic interventions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The technology is also increasingly used in surgical oncology. During a procedure, the system provides real-time information about the molecular composition of the tissue. This allows reliable identification of tumor margins and maximal preservation of healthy tissue\u2014a crucial advantage in surgeries involving the brain, abdominal cavity, or urogenital area.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In drug development, spectral analysis enables automated assessment of cellular responses to various substances. Changes in cell metabolism, membrane integrity, or differentiation states can be clearly assigned at the spectral level. This accelerates high-throughput processes, refines the investigation of mechanisms of action, and facilitates early identification of toxicological risks.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Furthermore, in regenerative medicine, the technology opens new diagnostic avenues for monitoring healing processes or differentiating stem cells. Processes previously accessible only through complex histology or immunological tests can now be visualized live and with spectral depth.<\/p>\n\n\n<style>.kb-image7657_a63bcd-10 .kb-image-has-overlay:after{opacity:0.3;}.kb-image7657_a63bcd-10 img.kb-img, .kb-image7657_a63bcd-10 .kb-img img{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<figure class=\"wp-block-kadence-image kb-image7657_a63bcd-10 size-full\"><a href=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/10\/operation-hyperspektrale-anwendung-1-scaled-2.avif\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1703\" src=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/10\/operation-hyperspektrale-anwendung-1-scaled-2.avif\" alt=\"Operation hyperspektrale anwendung 1 scaled\" class=\"kb-img wp-image-12924\" srcset=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/10\/operation-hyperspektrale-anwendung-1-scaled-2.avif 2560w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/10\/operation-hyperspektrale-anwendung-1-scaled-2-300x200.jpg 300w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/10\/operation-hyperspektrale-anwendung-1-scaled-2-1024x681.jpg 1024w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/10\/operation-hyperspektrale-anwendung-1-scaled-2-768x511.jpg 768w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/10\/operation-hyperspektrale-anwendung-1-scaled-2-1536x1022.jpg 1536w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/10\/operation-hyperspektrale-anwendung-1-scaled-2-2048x1362.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/a><\/figure>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading7657_f54c45-81, .wp-block-kadence-advancedheading.kt-adv-heading7657_f54c45-81[data-kb-block=\"kb-adv-heading7657_f54c45-81\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading7657_f54c45-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading7657_f54c45-81[data-kb-block=\"kb-adv-heading7657_f54c45-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading7657_f54c45-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading7657_f54c45-81[data-kb-block=\"kb-adv-heading7657_f54c45-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading7657_f54c45-81, .wp-block-kadence-advancedheading.kt-adv-heading7657_f54c45-81[data-kb-block=\"kb-adv-heading7657_f54c45-81\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading7657_f54c45-81, .wp-block-kadence-advancedheading.kt-adv-heading7657_f54c45-81[data-kb-block=\"kb-adv-heading7657_f54c45-81\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading7657_f54c45-81 wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading7657_f54c45-81\">Integration potential into biomedical platforms<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Hyperspectral technology can be flexibly and modularly integrated into existing systems. In microscopy, it can be used as an add-on module to spectrally analyze cell structures and biological samples at the nanoscale. In minimally invasive surgery, it is increasingly integrated into endoscopes to directly detect pathological areas during procedures.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In cell culture and incubation, the technology enables continuous, non-invasive analysis of the biological environment, allowing natural growth to remain undisturbed while monitoring changes without sampling. In operating rooms, the system can be adapted to existing lighting units or robotic platforms, providing real-time operative guidance.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has--font-size\">Research and technology insights<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Hyperspectral imaging offers new momentum for developing innovative analytical methods in scientific institutions. The analysis of spectral data using artificial intelligence enables automatic classification of cell types, tissue states, or disease stages. Trained models recognize characteristic signatures even within complex biological noise.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Combining hyperspectral data with other modalities\u2014such as MRI, PET, or ultrasound\u2014creates multimodal systems that provide a more comprehensive picture of pathological processes. Additionally, validating new molecular markers through spectral signatures opens new avenues in biomarker research.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Finally, edge computing technologies allow direct preprocessing and analysis on the sensor platform. This makes hyperspectral diagnostics usable outside the lab or in mobile telemedicine scenarios\u2014a crucial factor for healthcare delivery in underserved regions or time-critical emergencies.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Classification of biological states using AI<\/strong><br>Development of trained models to detect cell states, pathological changes, or therapy responses\u2014based on spectral full-cube data.<\/li>\n\n\n\n<li><strong>Fusion with multimodal imaging data<\/strong><br>Combining hyperspectral information with MRI, PET, or ultrasound for multimodal diagnostics and more comprehensive phenotyping.<\/li>\n\n\n\n<li><strong>Validation of new molecular markers<\/strong><br>Uncovering previously unused spectral biosignatures for early disease indicators or therapeutic targets.<\/li>\n\n\n\n<li><strong>Edge processing for point-of-care<\/strong><br>Miniaturized evaluation systems for mobile diagnostics or real-time therapy monitoring, e.g., in telemedicine or preclinical care.<br><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Technology status and system availability<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The Cubert snapshot technology is already in use in numerous translational projects and clinical studies. It is employed by university hospitals in Germany, Fraunhofer institutes, Helmholtz centers, as well as in the pharmaceutical industry. The systems are CE-certified, ITAR-free, and equipped with open interfaces, enabling seamless integration into existing workflows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Their stability, miniaturization, and real-time capability make them a versatile tool in biomedical research, diagnostics, and therapy development.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>University hospitals (e.g., Freiburg, Heidelberg, T\u00fcbingen)<\/li>\n\n\n\n<li>Fraunhofer institutes (development of biomedical classifiers)<\/li>\n\n\n\n<li>Helmholtz centers (validation in neurodegenerative models)<\/li>\n\n\n\n<li>Pharmaceutical companies (high-content screening and preclinical testing)<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Data sovereignty, interoperability, and scientific autonomy<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A key advantage of Cubert technology is complete data sovereignty. All acquisition, processing, and analysis processes remain with the system operator. There is no cloud connection, no dependency on third-party providers, and no limitations imposed by licensing models. This enables research institutions to build their own spectral libraries, train AI models, and independently develop their infrastructure. 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.kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column5063_e16406-0a\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54, .wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54[data-kb-block=\"kb-adv-heading5063_8f9f6d-54\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54[data-kb-block=\"kb-adv-heading5063_8f9f6d-54\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54[data-kb-block=\"kb-adv-heading5063_8f9f6d-54\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54, .wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54[data-kb-block=\"kb-adv-heading5063_8f9f6d-54\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54, .wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54[data-kb-block=\"kb-adv-heading5063_8f9f6d-54\"]{font-size:24px;}}<\/style>\n<p class=\"kt-adv-heading5063_8f9f6d-54 wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading5063_8f9f6d-54\"><strong>About the Author<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dr. Matthias Locherer is Director Global Market Development at Cubert GmbH.&nbsp; With a PhD in Earth Observation from Ludwig Maximilian University of Munich, he brings extensive expertise in remote sensing, spectral imaging, and data analysis. Matthias has contributed to numerous research projects and publications, particularly in the hyperspectral monitoring of biophysical and biochemical parameters using hyperspectral satellite missions. His deep knowledge of optical measurement techniques and physical modeling makes him a key driver in advancing innovative hyperspectral technologies at Cubert.<\/p>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns5063_1cce14-b7{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns5063_1cce14-b7 .kt-button{font-weight:normal;font-style:normal;}.kt-btns5063_1cce14-b7 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns5063_1cce14-b7 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns5063_1cce14-b7 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns5063_1cce14-b7 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns5063_1cce14-b7 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns5063_1cce14-b7 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns5063_1cce14-b7 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns5063_1cce14-b7\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn5063_dff2c2-cd.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn5063_dff2c2-cd.kb-button{color:var(--global-palette10, #3182CE);background:var(--global-palette1, #3182CE);padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:5px;padding-right:5px;padding-bottom:5px;padding-left:5px;box-shadow:none;}.kb-btn5063_dff2c2-cd.kb-button .kb-svg-icon-wrap{font-size:30px;--kb-button-icon-size:30px;}.wp-block-kadence-advancedbtn .kb-btn5063_dff2c2-cd.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn5063_dff2c2-cd.kb-button:focus{color:var(--global-palette10, #3182CE);background:var(--global-palette13, #3182CE);box-shadow:var(--kb-btn-shadow-hover, none);}.kb-btn5063_dff2c2-cd.kb-button .kt-btn-inner-text{display:none;}<\/style><a class=\"kb-button kt-button button kb-btn5063_dff2c2-cd kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-false kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/www.linkedin.com\/in\/matthias-locherer-b6a103136\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fa_linkedin-in kt-btn-icon-side-right\"><svg viewBox=\"0 0 448 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M100.3 480H7.4V180.9h92.9V480zM53.8 140.1C24.1 140.1 0 115.5 0 85.8 0 56.1 24.1 32 53.8 32c29.7 0 53.8 24.1 53.8 53.8 0 29.7-24.1 54.3-53.8 54.3zM448 480h-92.7V334.4c0-34.7-.7-79.2-48.3-79.2-48.3 0-55.7 37.7-55.7 76.7V480h-92.8V180.9h89.1v40.8h1.3c12.4-23.5 42.7-48.3 87.9-48.3 94 0 111.3 61.9 111.3 142.3V480z\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Technological application areas, integration potential, and insights for translational research<\/p>\n","protected":false},"author":1,"featured_media":12985,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"bBlocksCursorData":"","_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","slim_seo":{"title":"Hyperspectral Technology \u2013 Advancing Biomedicine & Diagnostics","description":"Hyperspectral imaging for biomedical research & diagnostics: tissue analysis, early disease detection, and precise diagnoses. 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