{"id":4544,"date":"2025-07-30T18:51:57","date_gmt":"2025-07-30T16:51:57","guid":{"rendered":"https:\/\/neurohirurgija.in.rs\/?page_id=4544"},"modified":"2026-03-01T07:03:44","modified_gmt":"2026-03-01T06:03:44","slug":"artificial-intelligence-ai-in-the-analysis-of-pain-and-complex-medical-conditions","status":"publish","type":"page","link":"https:\/\/neurohirurgija.in.rs\/en\/artificial-intelligence-ai-in-the-analysis-of-pain-and-complex-medical-conditions\/","title":{"rendered":"ARTIFICIAL INTELLIGENCE (AI) IN THE ANALYSIS OF PAIN AND COMPLEX MEDICAL CONDITIONS"},"content":{"rendered":"<h2 class=\"wp-block-heading\"><strong>Author: <a href=\"\/en\/cv-en\/\">Zeljko Kojadinovic, MD, PhD \u2013 Neurosurgeon &amp; Pain Specialist<\/a><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Last medically reviewed: November 12, 2025<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Artificial Intelligence (AI) can be a powerful tool in the assessment of chronic pain and complex neurosurgical conditions. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Many patients who reach out to us suffer from conditions that are not only difficult to diagnose, but also involve overlapping issues from other organ systems. In such cases, we may use AI-assisted analysis \u2014 either before or after the video consultation \u2014 to support a more complete understanding of the case. Video consultation is also known as a virtual visit, video visit, online consultation, eConsult, remote consultation or telehealth appointment.<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">AI in medicine enables:<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Access to a wide range of medical literature across specialties<\/li>\n\n\n\n<li>Insightful analysis based on the latest studies related to your symptoms<\/li>\n\n\n\n<li>A different perspective than what previous doctors may have considered<\/li>\n\n\n\n<li>Identification of new or emerging treatment options<\/li>\n\n\n\n<li>Assistance in reading MRI scans and suggesting broader differential diagnoses through specialized AI agents trained in medical imaging<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The <strong>key to effective AI use<\/strong> is not just having access to the technology \u2014 but knowing how to ask the right questions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In our consultations, AI is not a substitute for medical expertise. Rather, it supports clinical reasoning by integrating medical knowledge from multiple disciplines. When combined with a doctor\u2019s experience and targeted questioning, it can lead to better insights and more effective treatment decisions. Everything said on this page applies to most pain syndromes, such as <a href=\"\/en\/trigeminal-neuralgia-facial-pain\/\">trigeminal neuralgia<\/a>, <a href=\"https:\/\/neurohirurgija.in.rs\/en\/occipital-neuralgia-and-occipital-headache\/\">occipital neuralgia<\/a>, <a href=\"https:\/\/neurohirurgija.in.rs\/en\/postherpetic-neuralgia\/\">postherpetic neuralgia<\/a>, <a href=\"https:\/\/neurohirurgija.in.rs\/en\/neck-pain-different-causes-different-treatments\/\">neck pain<\/a>,<a href=\"https:\/\/neurohirurgija.in.rs\/en\/lumbar-disc-herniation-and-sciatica\/\">lumbar disc herniation, <\/a><a href=\"https:\/\/neurohirurgija.in.rs\/en\/chronic-pain-after-lumbar-discectomy\/\">pain after lumbar discectomy<\/a>, <a href=\"https:\/\/neurohirurgija.in.rs\/en\/lumbar-spinal-stenosis-neurogenic-claudication\/\">spinal stenosis<\/a>,  pudendal neuralgia, <a href=\"\/en\/interstitial-cystitis-pain-assessment\/\">pain in interstitial cystitis<\/a>, <a href=\"\/en\/pain-mimics-organ-disease\/\">pain that mimics organ disease<\/a>, <a href=\"\/en\/postsurgical-pain-syndromes\/\">postsurgical pain, <\/a><a href=\"\/en\/tarlov-cysts-and-pain-second-opinion\/\">Tarlov cyst<\/a> pain, <a href=\"https:\/\/neurohirurgija.in.rs\/en\/low-back-pain-different-causes-different-treatments\/\">low back pain<\/a>, <a href=\"https:\/\/neurohirurgija.in.rs\/en\/cervical-disc-herniation-radiculopathy\/\">cervical disc herniation,<\/a> <a href=\"https:\/\/neurohirurgija.in.rs\/en\/shoulder-pain-causes-diagnosis-treatment\/\">shoulder pain<\/a>, <a href=\"https:\/\/neurohirurgija.in.rs\/en\/hip-pain-causes-diagnosis-treatment\/\">hip pain<\/a>, etc.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"267\" src=\"\/wp-content\/uploads\/2025\/01\/AI-u-medicini.webp\" alt=\"\" class=\"wp-image-3620\" srcset=\"https:\/\/neurohirurgija.in.rs\/wp-content\/uploads\/2025\/01\/AI-u-medicini.webp 400w, https:\/\/neurohirurgija.in.rs\/wp-content\/uploads\/2025\/01\/AI-u-medicini-300x200.webp 300w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">During the consultation, AI complements clinical decision making \u2014 it does not replace it.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How AI is Used During Your Consultation<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Here is how it works in practice:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>I personally analyze your case, imaging, and symptom pattern based on anatomy and neurosurgical experience.<\/li>\n\n\n\n<li>AI is used to review medical literature, rare-case reports, and guidelines related to your symptoms if there is any uncertainty.<\/li>\n\n\n\n<li>If needed, a specialized imaging-AI model may assist in reviewing your MRI or CT images and suggest possible differential diagnoses (e.g., nerve entrapment, joint pathology, or radiculopathy). AI output does not replace radiologist or physician interpretation \u2014 the final diagnosis is always made by the physician.<\/li>\n\n\n\n<li>Final diagnosis and treatment decisions are always made by the physician, not the AI tool.<\/li>\n<\/ol>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">AI acts as a research assistant.<br>The physician remains the decision maker.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">This results in a broader, faster, and more precise diagnostic process \u2014 especially in complex pain cases where multiple pain generators overlap.<\/p>\n\n\n\n<div style=\"background-color: #f4faff; border: 1px solid #cce5ff; border-radius: 10px; padding: 20px 25px; margin-top: 30px; box-shadow: 0 2px 5px rgba(0,0,0,0.05);\">\n  <h2 style=\"margin-top: 0; color: #005c99;\">What Makes This Consultation Different?<\/h2>\n  <p>Many patients are told their pain is caused by \u201cdegenerative changes\u201d seen on imaging \u2014 but the real source of pain is often missed. My approach starts from the assumption that there is always a specific pain point \u2014 whether in a muscle, joint, ligament, or nerve \u2014 and that this source can often be identified even when MRI or CT scans appear normal.<\/p>\n\n  <p>During the video consultation, I review your medical documentation, ask highly targeted questions, and guide you through simple motion and pressure tests that you perform yourself. This helps locate the exact anatomical source of your pain \u2014 by reproducing or relieving it through specific actions.<\/p>\n\n  <p>This functional evaluation has the same diagnostic value as an in-person physical exam. Effective treatment begins only after the true cause of pain is identified \u2014 and that starts with a conversation guided by a physician who understands pain anatomy and knows exactly what structures can generate pain in your case.<\/p>\n\n  <p>This approach can lead to improvement even in long-term, chronic pain \u2014 often reducing the need for medications, immobilization, or unnecessary surgeries.<\/p>\n<\/div>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n\n\n<p class=\"wp-block-paragraph\">Learn more about how <a href=\"https:\/\/pmc.ncbi.nlm.nih.gov\/articles\/PMC10848920\/\">AI is used in pain treatment and complex case <\/a>analysis.<\/p>\n<\/blockquote>\n\n\n\n<div style=\"border: 1px solid #ccc; border-radius: 12px; padding: 20px; margin-top: 40px; box-shadow: 0 2px 8px rgba(0,0,0,0.1); background-color: #f9f9f9;\">\n  <h2 style=\"margin-top: 0; color: #004466;\">Start Your Telehealth Consultation with a Pain Specialist<\/h2>\n  <p>If your pain treatment has failed or you&#8217;re unsure what to do next \u2014 don&#8217;t wait. A detailed telehealth consultation can help identify the exact cause of your pain, even if previous therapies didn\u2019t work.<\/p>\n  \n  <ul style=\"padding-left: 20px; margin-bottom: 20px;\">\n    <li>\u2714 First, send a short message describing your problem<\/li>\n    <li>\u2714 You\u2019ll receive a reply within 24 hours if and how we can help \u2014 including the consultation cost and a suggested time<\/li>\n    <li>\u2714 Only then, you can send your medical documentation<\/li>\n    <li>\u2714 The video consultation is followed by a written report and follow-up questions (up to 10 days)<\/li>\n    <li>\u2714 Secure payment by credit card, PayPal invoice (USD), or bank transfer.<\/li>\n  <\/ul>\n\n  <div style=\"margin-bottom: 15px;\">\n    <div style=\"font-weight: bold;\">Consultation fees typically range from $180\u2013250, depending on the complexity of your case.<\/div>\n    <div style=\"font-size: 14px; color: #333; margin-top: 4px;\">\n      This is within the usual range for specialist telehealth consultations worldwide. Thousands of patients worldwide already use telehealth consultations for second opinions \u2014 it\u2019s safe, accepted, and effective.\n    <\/div>\n  <\/div>\n\n  <div style=\"display: flex; gap: 10px; flex-wrap: wrap;\">\n    <a href=\"https:\/\/wa.me\/381628534555\" style=\"background-color: #25D366; color: white; padding: 10px 16px; border-radius: 8px; text-decoration: none;\">\ud83d\udcf1 WhatsApp Message<\/a>\n    <a href=\"mailto:zkoja@yahoo.com\" style=\"background-color: #0073aa; color: white; padding: 10px 16px; border-radius: 8px; text-decoration: none;\">\u2709 Email Us<\/a>\n    <a href=\"https:\/\/m.me\/zeljko.kojadinovic.3\" style=\"background-color: #1877f2; color: white; padding: 10px 16px; border-radius: 8px; text-decoration: none;\">\ud83d\udcac Messenger Chat<\/a>\n  <\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Before contacting us, please read our&nbsp;<a href=\"https:\/\/neurohirurgija.in.rs\/en\/privacy-policy\/\" target=\"_blank\" rel=\"noreferrer noopener\">Privacy Policy&nbsp;<\/a><a href=\"\/en\/politika-privatnosti\/\" target=\"_blank\" rel=\"noreferrer noopener\">&nbsp;<\/a>&nbsp;and&nbsp;<a href=\"\/en\/terms-of-use\/\" target=\"_blank\" rel=\"noreferrer noopener\">Terms of Use<\/a>.<\/p>\n\n\n\n<h2>Frequently Asked Questions<\/h2>\n\n<details style=\"margin-bottom: 15px;\">\n  <summary style=\"font-weight: bold; color: #000 !important;\">Can AI really help diagnose complex pain conditions?<\/summary>\n  <div>\n    Yes. AI provides access to a wide range of medical literature and helps analyze overlapping symptoms that may be missed by standard diagnostics. It supports the physician in identifying the likely anatomical source of pain based on your unique presentation.\n  <\/div>\n<\/details>\n\n<details style=\"margin-bottom: 15px;\">\n  <summary style=\"font-weight: bold; color: #000 !important;\">Do I need a confirmed diagnosis before the consultation?<\/summary>\n  <div>\n    No. Many patients reach out precisely because they don\u2019t have a clear diagnosis. The consultation aims to evaluate your symptoms thoroughly and suggest possible causes and next steps based on anatomy and clinical reasoning.\n  <\/div>\n<\/details>\n\n<details style=\"margin-bottom: 15px;\">\n  <summary style=\"font-weight: bold; color: #000 !important;\">What kind of medical documentation should I prepare?<\/summary>\n  <div>\n    You can send any recent imaging reports (MRI, CT), lab results, and previous specialist evaluations \u2014 but even without complete documentation, the consultation can still be effective due to the clinical approach based on functional assessment.\n  <\/div>\n<\/details>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"\/en\/neurosurgery-and-pain-consultation\/\">English homepage- overview of neurosurgery and pain consultation<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/neurohirurgija.in.rs\/en\/\">Pain Treatment &amp; Neurosurgery<\/a><\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>Author: Zeljko Kojadinovic, MD, PhD \u2013 Neurosurgeon &amp; Pain Specialist Last medically reviewed: November 12, 2025 Artificial Intelligence (AI) can be a powerful tool in the assessment of chronic pain and complex neurosurgical conditions. Many patients who reach out to us suffer from conditions that are not only difficult to diagnose, but also involve overlapping [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_seopress_titles_title":"AI in Pain Analysis & Complex Cases","_seopress_titles_desc":"AI helps analyze chronic pain and complex cases\u2014detecting patterns, narrowing causes, and guiding precise, personalized treatment.","_seopress_robots_index":"","_seopress_robots_follow":"","_seopress_robots_imageindex":"","_seopress_robots_snippet":"","_seopress_robots_primary_cat":"","_seopress_robots_breadcrumbs":"","_seopress_robots_freeze_modified_date":"","_seopress_robots_custom_modified_date":"","_seopress_robots_canonical":"","_seopress_social_fb_title":"","_seopress_social_fb_desc":"","_seopress_social_fb_img":"","_seopress_social_fb_img_attachment_id":0,"_seopress_social_fb_img_width":0,"_seopress_social_fb_img_height":0,"_seopress_social_twitter_title":"","_seopress_social_twitter_desc":"","_seopress_social_twitter_img":"","_seopress_social_twitter_img_attachment_id":0,"_seopress_social_twitter_img_width":0,"_seopress_social_twitter_img_height":0,"_seopress_redirections_value":"","_seopress_redirections_enabled":"","_seopress_redirections_enabled_regex":"","_seopress_redirections_logged_status":"both","_seopress_redirections_param":"","_seopress_redirections_type":301,"_seopress_analysis_target_kw":"","_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"class_list":["post-4544","page","type-page","status-publish","hentry"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/neurohirurgija.in.rs\/en\/wp-json\/wp\/v2\/pages\/4544","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/neurohirurgija.in.rs\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/neurohirurgija.in.rs\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/neurohirurgija.in.rs\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/neurohirurgija.in.rs\/en\/wp-json\/wp\/v2\/comments?post=4544"}],"version-history":[{"count":46,"href":"https:\/\/neurohirurgija.in.rs\/en\/wp-json\/wp\/v2\/pages\/4544\/revisions"}],"predecessor-version":[{"id":11674,"href":"https:\/\/neurohirurgija.in.rs\/en\/wp-json\/wp\/v2\/pages\/4544\/revisions\/11674"}],"wp:attachment":[{"href":"https:\/\/neurohirurgija.in.rs\/en\/wp-json\/wp\/v2\/media?parent=4544"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}