{"id":14154,"date":"2023-10-23T15:48:50","date_gmt":"2023-10-23T13:48:50","guid":{"rendered":"https:\/\/sano.science\/?post_type=seminars&#038;p=14154"},"modified":"2023-10-30T15:26:34","modified_gmt":"2023-10-30T14:26:34","slug":"ai-in-medicine-applications-in-deep-brain-stimulation-and-tractography","status":"publish","type":"seminars","link":"https:\/\/sano.science\/seminars\/ai-in-medicine-applications-in-deep-brain-stimulation-and-tractography\/","title":{"rendered":"110. AI in medicine: applications in Deep Brain Stimulation and Tractography"},"content":{"rendered":"\n<h2 class=\"wp-block-heading eplus-wrapper\">Abstract<\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">During the Deep Brain Stimulation surgery for Parkinson&#8217;s Disease, the goal is to place the permanent stimulating electrode into an area of the brain that becomes pathologically hyperactive. <\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">This area is small and located deep within the brain. Therefore, the main challenge is its precise localization. <\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">Two computer-aided decision support systems will be described. <\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">The first uses a classical classification approach using hand-crafted features based on neurophysiology; the second one uses a deep neural network with attention in the temporal domain. <\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">Both calculate the expected position of the electrode based on the recordings of the electrical activity of brain tissue.<\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">Neurosurgeries, although crucial for effective treatment, impose certain risks given the delicate nature of the brain tissue and its role in controlling bodily functions. <\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">Damaging crucial cortical structures can be associated with irreversible motor or cognitive impairments. <\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">Therefore, preoperative planning is critical for reducing risks accompanying the surgery. <\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">For effective planning, the neurosurgeon should take into account information about the location of eloquent regions and the nerve pathways leading to them. <\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">The presented method combines an artificial neural network model and a path search algorithm to compute the location of nerve fibers based on the data from the diffusion tensor imaging (DTI) technique.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading eplus-wrapper\">About the authors<\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><strong>Dr. Konrad Ciecierski<\/strong> specializes in applications of machine learning methods in medical science, digital signal, and image processing, computer methods for natural language analysis, and applications of deep neural networks. <\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">He actively integrates informatics and medicine and works towards applications of modern IT solutions (including AI) in clinical medicine and natural language analysis.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><strong>Mateusz Korycinski<\/strong> specializes in applying machine learning models for tasks in image processing. <\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">He is particularly interested in analyzing medical images, mainly from MRI experiments. <\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">His current work focuses on helping neurosurgeons by providing information about the topology of nerve fibers, which helps to plan safer surgeries.<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large eplus-wrapper\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/sano.science\/wp-content\/uploads\/2023\/10\/110_AI_in_medicine_li_1-1-1024x536.png\" alt=\"\" class=\"wp-image-14200\" srcset=\"https:\/\/sano.science\/wp-content\/uploads\/2023\/10\/110_AI_in_medicine_li_1-1-1024x536.png 1024w, https:\/\/sano.science\/wp-content\/uploads\/2023\/10\/110_AI_in_medicine_li_1-1-300x157.png 300w, https:\/\/sano.science\/wp-content\/uploads\/2023\/10\/110_AI_in_medicine_li_1-1-768x402.png 768w, https:\/\/sano.science\/wp-content\/uploads\/2023\/10\/110_AI_in_medicine_li_1-1.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large eplus-wrapper\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/sano.science\/wp-content\/uploads\/2023\/10\/110_AI_in_medicine_li_2-1-1024x536.png\" alt=\"\" class=\"wp-image-14201\" srcset=\"https:\/\/sano.science\/wp-content\/uploads\/2023\/10\/110_AI_in_medicine_li_2-1-1024x536.png 1024w, https:\/\/sano.science\/wp-content\/uploads\/2023\/10\/110_AI_in_medicine_li_2-1-300x157.png 300w, https:\/\/sano.science\/wp-content\/uploads\/2023\/10\/110_AI_in_medicine_li_2-1-768x402.png 768w, https:\/\/sano.science\/wp-content\/uploads\/2023\/10\/110_AI_in_medicine_li_2-1.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Konrad A. Ciecierski and Michal Karpowicz \u2013 NASK, National Research Institute, Warsaw, Poland<\/p>\n","protected":false},"featured_media":0,"template":"","class_list":["post-14154","seminars","type-seminars","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.8 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>110. AI in medicine: applications in Deep Brain Stimulation and Tractography - Centre for Computational Personalized Medicine<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sano.science\/seminars\/ai-in-medicine-applications-in-deep-brain-stimulation-and-tractography\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"110. 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Therefore, the main challenge is its precise localization. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">This area is small and located deep within the brain. Therefore, the main challenge is its precise localization. <\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-czmqQ7","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">Two computer-aided decision support systems will be described. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">Two computer-aided decision support systems will be described. <\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-czmqQ7","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">The first uses a classical classification approach using hand-crafted features based on neurophysiology; the second one uses a deep neural network with attention in the temporal domain. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">The first uses a classical classification approach using hand-crafted features based on neurophysiology; the second one uses a deep neural network with attention in the temporal domain. <\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-czmqQ7","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">Both calculate the expected position of the electrode based on the recordings of the electrical activity of brain tissue.<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">Both calculate the expected position of the electrode based on the recordings of the electrical activity of brain tissue.<\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-r0LrGW","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">Neurosurgeries, although crucial for effective treatment, impose certain risks given the delicate nature of the brain tissue and its role in controlling bodily functions. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">Neurosurgeries, although crucial for effective treatment, impose certain risks given the delicate nature of the brain tissue and its role in controlling bodily functions. <\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-r0LrGW","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">Damaging crucial cortical structures can be associated with irreversible motor or cognitive impairments. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">Damaging crucial cortical structures can be associated with irreversible motor or cognitive impairments. <\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-r0LrGW","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">Therefore, preoperative planning is critical for reducing risks accompanying the surgery. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">Therefore, preoperative planning is critical for reducing risks accompanying the surgery. <\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-r0LrGW","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">For effective planning, the neurosurgeon should take into account information about the location of eloquent regions and the nerve pathways leading to them. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">For effective planning, the neurosurgeon should take into account information about the location of eloquent regions and the nerve pathways leading to them. <\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-r0LrGW","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">The presented method combines an artificial neural network model and a path search algorithm to compute the location of nerve fibers based on the data from the diffusion tensor imaging (DTI) technique.<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">The presented method combines an artificial neural network model and a path search algorithm to compute the location of nerve fibers based on the data from the diffusion tensor imaging (DTI) technique.<\/p>\n"]},{"blockName":"core\/spacer","attrs":{"height":"50px","epAnimationGeneratedClass":"edplus_anim-T2pcE0","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/heading","attrs":{"epAnimationGeneratedClass":"edplus_anim-7JlibU","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<h2 class=\"wp-block-heading eplus-wrapper\">About the authors<\/h2>\n","innerContent":["\n<h2 class=\"wp-block-heading eplus-wrapper\">About the authors<\/h2>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-nllPol","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\"><strong>Dr. Konrad Ciecierski<\/strong> specializes in applications of machine learning methods in medical science, digital signal, and image processing, computer methods for natural language analysis, and applications of deep neural networks. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\"><strong>Dr. Konrad Ciecierski<\/strong> specializes in applications of machine learning methods in medical science, digital signal, and image processing, computer methods for natural language analysis, and applications of deep neural networks. <\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-nllPol","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">He actively integrates informatics and medicine and works towards applications of modern IT solutions (including AI) in clinical medicine and natural language analysis.<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">He actively integrates informatics and medicine and works towards applications of modern IT solutions (including AI) in clinical medicine and natural language analysis.<\/p>\n"]},{"blockName":"core\/spacer","attrs":{"height":"30px","epAnimationGeneratedClass":"edplus_anim-wzlrNr","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-oN32Gq","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\"><strong>Mateusz Korycinski<\/strong> specializes in applying machine learning models for tasks in image processing. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\"><strong>Mateusz Korycinski<\/strong> specializes in applying machine learning models for tasks in image processing. <\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-oN32Gq","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">He is particularly interested in analyzing medical images, mainly from MRI experiments. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">He is particularly interested in analyzing medical images, mainly from MRI experiments. <\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-oN32Gq","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">His current work focuses on helping neurosurgeons by providing information about the topology of nerve fibers, which helps to plan safer surgeries.<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">His current work focuses on helping neurosurgeons by providing information about the topology of nerve fibers, which helps to plan safer surgeries.<\/p>\n"]},{"blockName":"core\/spacer","attrs":{"epAnimationGeneratedClass":"edplus_anim-tkTUH3","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/image","attrs":{"align":"center","id":14200,"sizeSlug":"large","linkDestination":"none","epAnimationGeneratedClass":"edplus_anim-xAubhK","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<figure class=\"wp-block-image aligncenter size-large eplus-wrapper\"><img src=\"https:\/\/sano.science\/wp-content\/uploads\/2023\/10\/110_AI_in_medicine_li_1-1-1024x536.png\" alt=\"\" class=\"wp-image-14200\"\/><\/figure>\n","innerContent":["\n<figure class=\"wp-block-image aligncenter size-large eplus-wrapper\"><img src=\"https:\/\/sano.science\/wp-content\/uploads\/2023\/10\/110_AI_in_medicine_li_1-1-1024x536.png\" alt=\"\" class=\"wp-image-14200\"\/><\/figure>\n"]},{"blockName":"core\/spacer","attrs":{"height":"30px","epAnimationGeneratedClass":"edplus_anim-PNJrui","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/image","attrs":{"align":"center","id":14201,"sizeSlug":"large","linkDestination":"none","epAnimationGeneratedClass":"edplus_anim-ynjQJk","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<figure class=\"wp-block-image aligncenter size-large eplus-wrapper\"><img src=\"https:\/\/sano.science\/wp-content\/uploads\/2023\/10\/110_AI_in_medicine_li_2-1-1024x536.png\" alt=\"\" class=\"wp-image-14201\"\/><\/figure>\n","innerContent":["\n<figure class=\"wp-block-image aligncenter size-large eplus-wrapper\"><img src=\"https:\/\/sano.science\/wp-content\/uploads\/2023\/10\/110_AI_in_medicine_li_2-1-1024x536.png\" alt=\"\" class=\"wp-image-14201\"\/><\/figure>\n"]}],"meta_data":{"event_day":"2023-10-30","event_time":"2:00-3:30 PM CET","event_guest":"Konrad A. 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