[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-1-en-105":3,"doc-seo-571141-105":53,"doc-detail-571141-en":126},{"code":4,"msg":5,"data":6},0,"success",[7,14,19,24,29,34,39,44,49],{"id":8,"doc_module":9,"doc_module_name":10,"category_name":11,"show_sort_weight":12,"slug":13},11,1,"Template","Presentations",90,"presentations",{"id":15,"doc_module":9,"doc_module_name":10,"category_name":16,"show_sort_weight":17,"slug":18},12,"Resumes",80,"resumes",{"id":20,"doc_module":9,"doc_module_name":10,"category_name":21,"show_sort_weight":22,"slug":23},14,"Invoices",70,"invoices",{"id":25,"doc_module":9,"doc_module_name":10,"category_name":26,"show_sort_weight":27,"slug":28},15,"Posters",60,"posters",{"id":30,"doc_module":9,"doc_module_name":10,"category_name":31,"show_sort_weight":32,"slug":33},16,"Social Media",50,"social-media",{"id":35,"doc_module":9,"doc_module_name":10,"category_name":36,"show_sort_weight":37,"slug":38},17,"Forms",40,"forms",{"id":40,"doc_module":9,"doc_module_name":10,"category_name":41,"show_sort_weight":42,"slug":43},18,"Letters",30,"letters",{"id":45,"doc_module":9,"doc_module_name":10,"category_name":46,"show_sort_weight":47,"slug":48},21,"Paper Templates",5,"papers-templates",{"id":50,"doc_module":9,"doc_module_name":10,"category_name":51,"show_sort_weight":4,"slug":52},158,"General","general-158",{"code":4,"msg":54,"data":55},"ok",{"site_id":56,"language":57,"slug":58,"title":59,"keywords":60,"description":61,"schema_data":62,"social_meta":119,"head_meta":121,"extra_data":123,"updated_unix":125},105,"en","an-iris-based-lungs-pre-diagnostic-system","An Iris based Lungs Pre-diagnostic System","","Human lungs are essential respiratory organs, and obstructive lung diseases such as bronchitis, asthma, and lung cancer can severely affect respiration. Early diagnosis is critical, yet delayed diagnosis often results from costly diagnostic tools and the need for expert involvement. An Iris based Lungs Prediagnostic System (ILPS) is proposed to provide non-invasive identification of dysfunctional lungs from iris images using an iridology map, achieving 88% accuracy in tests on 50 lung patients.",{"@graph":63,"@context":118},[64,80,101],{"@type":65,"itemListElement":66},"BreadcrumbList",[67,71,74,77],{"item":68,"name":69,"@type":70,"position":9},"https://docshare.wps.com","Home","ListItem",{"item":72,"name":10,"@type":70,"position":73},"https://docshare.wps.com/template/",2,{"item":75,"name":46,"@type":70,"position":76},"https://docshare.wps.com/template/paper-templates/",3,{"item":78,"name":59,"@type":70,"position":79},"https://docshare.wps.com/template/an-iris-based-lungs-pre-diagnostic-system/571141/",4,{"url":78,"name":59,"@type":81,"image":82,"author":87,"headline":59,"publisher":90,"fileFormat":93,"inLanguage":57,"description":61,"dateModified":94,"datePublished":95,"encodingFormat":93,"isAccessibleForFree":96,"interactionStatistic":97},"DigitalDocument",{"url":83,"@type":84,"width":85,"height":86},"https://docshare.wps.com/thumbnails/an-iris-based-lungs-pre-diagnostic-system/571141.png","ImageObject",442,249,{"name":88,"@type":89},"McQueen","Person",{"url":68,"name":91,"@type":92},"DocShare","Organization","application/pdf","2026-10-15","2026-10-13",true,{"@type":98,"interactionType":99,"userInteractionCount":9},"InteractionCounter",{"@type":100},"ViewAction",{"@type":102,"mainEntity":103},"FAQPage",[104,110,114],{"name":105,"@type":106,"acceptedAnswer":107},"Why is early diagnosis of obstructive lung diseases important?","Question",{"text":108,"@type":109},"Early diagnosis helps prevent severe outcomes. The document notes that delayed diagnosis can be fatal if diseases are not diagnosed and addressed in time.","Answer",{"name":111,"@type":106,"acceptedAnswer":112},"What is the proposed ILPS and how does it work?",{"text":113,"@type":109},"ILPS is a non-invasive system that takes iris images as input and identifies dysfunctional lungs using an iridology map. It uses a training phase with labeled healthy and dysfunctional samples and a testing phase with real-time iris images.",{"name":115,"@type":106,"acceptedAnswer":116},"Which methods are used for classification in ILPS?",{"text":117,"@type":109},"The document states that features are extracted using Gabor filters and the final classification uses a Support Vector Machine classifier along with the iridology map.","https://schema.org",{"og:url":78,"og:type":120,"og:title":59,"og:site_name":91,"og:description":61},"article",{"robots":122,"canonical":78},"index,follow",{"doc_id":124,"site_id":56},571141,1792053439,{"code":4,"msg":5,"data":127},{"doc_id":124,"user_id":128,"nickname":88,"user_avatar":129,"doc_module":9,"category_id":45,"category_name":46,"doc_title":59,"doc_description":61,"doc_content":130,"file_id":131,"file_url":132,"file_type":133,"file_size":134,"view_count":9,"is_deleted":4,"is_public":9,"is_downloadable":9,"audit_status":9,"page_count":47,"language":135,"language_code":57,"site_id":56,"html_lang":57,"table_of_contents":136,"faqs":137,"seo_title":138,"seo_description":61,"update_tm":139,"read_time":73},5909890329169,"https://ap-avatar.wpscdn.com/davatar_9964176cb1d06d4a9deccf72a44ae3dc","An Iris based Lungs Pre-diagnostic System  \nTassadaq Hussain 1 ;2 , Amna Haider1 ;2 , Abdul Malik Muhammad2 , Areeb Agha2 , Bilal Khan2 , Fawad Rashid2 ,  \nMuhammad Saad Raza2 , Moainud Din2 , Mehran Khan2 , Sami Ullah2 , Abdelmalik Taleb Ahmed 3 , Eduard Ayguade4  \n1 UCERD, Islamabad, Pakistan 2 Riphah International University, Islamabad Pakistan  \n3 LAMIH, Electrical Engineering Department, Valenciennes 4 Barcelona Supercomputing Center, Barcelona, Spain  \nEmail: [tassadaq@ucerd.com](tassadaq@ucerd.com)  \nAbstract—  \nHuman lungs are essential respiratory organs. Different Obstructive Lung Diseases (OLD) such as bronchitis, asthma, lungs cancer etc. affects the respiration. Diagnosing OLD in the initial stage is better than diagnosing and curing them later. The delay in diagnosing OLD is due to expensive diagnosing tool and experts requirement. Therefore, a non-invasive diagnosing tool for OLD is required that identifies dysfunctional lungs without the support of expert, complex and expensive diagnosing types of equipment. In this work, we design an Iris based Lungs Prediagnostic System (ILPS). The ILPS takes iris images as input and identifies dysfunctional Lungs based on iridology map. While testing with 50 lungs patients, the results confirm that the ILPSidentifies dysfunctional lungs patients with an accuracy of 88% .  \nIridology, Health-care, Embedded Computer Vision, Artificial Intelligence,  \nI. INTRODUCTION  \nDiagnosis of human organs such as lungs [1] malfunctioning [2] is an expensive, complex and time-consuming [3] process. If not diagnosed well in-time, the outcomes maybe fatal. There are multiple factors that affect the early diagnosis that include unavailability of the required technology or approach to such techniques in rural areas and scarcity of relevant experts. A fast, cheap and accurate diagnosis is the need of the hour that can save many precious lives.  \nIridology [4] is a practice of identifying conditions of human organs and tissues. Conventionally iridologists identify a problem by taking the image of irises (Left and Right eye) of a subject. The technique requires authorization by using a camera and recognizing each iris on display. Throughout the ages, the human eyes were claimed to be the windows of the soul [5] . With the introduction of iris-based research the eyes are now acknowledged as the mirrors for the human body health. The eyes are connected with the brains Dura mater through the fibrous sheath of the optic nerves, and iris of the eye is connected directly to the sympathetic nervous system and spinal cord. The iris has certain features such as crypts, lines, and lesions, which relates to the body constitution, inherent weaknesses, the level of health and the transition that takes place in the human body. The study of the iris is called iridology and is referred to as a map of the human body. It presents different human dysfunctionalities such as nutritional imbalance, a degree of illness and past injuries [6] .  \nAccording to the study of iridologists, when any change takes place inside the body other than regular activities, the  \nmark or point appears in the iris. This mark or point is the description of the change in particular body organ or system. These changes in iris help to identify the specific disease. Theiridologist charts and iris images are used to identify different disease like Diabetes, high blood pressure, diseases related to liver, digestive system and skin disorders.  \nIn medical practice, fast, cheap and accurate diagnosis can save many precious lives. In-Vivo, ex-Vivo, in-vitro and many more microbiological and pathological techniques are in practice for the diagnosis of different diseases. All of these techniques require highly hygienic labs, heavy duty expensive equipments, and samples which are painfully drained from the human body.  \nA number of iridology based lungs dysfunctional algorithmsand applications are proposed in the past. These algorithms are programmed for a","cbCaioC7bo38WruD","https://ap.wps.com/l/cbCaioC7bo38WruD","pdf",4253397,"English","# Abstract\n## Introduction\n## Related Work","[{\"question\":\"Why is early diagnosis of obstructive lung diseases important?\",\"answer\":\"Early diagnosis helps prevent severe outcomes. The document notes that delayed diagnosis can be fatal if diseases are not diagnosed and addressed in time.\"},{\"question\":\"What is the proposed ILPS and how does it work?\",\"answer\":\"ILPS is a non-invasive system that takes iris images as input and identifies dysfunctional lungs using an iridology map. It uses a training phase with labeled healthy and dysfunctional samples and a testing phase with real-time iris images.\"},{\"question\":\"Which methods are used for classification in ILPS?\",\"answer\":\"The document states that features are extracted using Gabor filters and the final classification uses a Support Vector Machine classifier along with the iridology map.\"}]","An Iris based Lungs Pre-diagnostic System | PDF",1791895373]