Kalp krizi riskine ‘yapay zekayla’ erken teşhis

Trabzon Karadeniz Teknik Üniversitesi (KTÜ) ile Çorum Hitit Üniversitesi’nde bilim insanları çalışmalarında, insan nefesindeki molekülleri analiz edip, kalp krizi riskini yapay zeka teknolojisiyle önceden teşhis edebilen cihaz geliştirdi.

Sağlık teknolojisi ve biomedikal üzerine çalışmalar yürüten KTÜ Mühendislik Fakültesi Elektrik-Elektronik Mühendisliği Bölümü Öğretim Üyesi Doç. Dr. Önder Aydemir, Çorum Hitit Üniversitesi’nden Elektrik-Elektronik Mühendisliği Bölümü Öğretim Üyesi Dr. Bilge Han Tozlu ile Tıp Fakültesi Kardiyoloji Anabilim Dalı'ndan Prof. Dr. Yusuf Karavelioğlu ve Karamanoğlu Mehmetbey Üniversitesi'nden Dr. Öğretim üyesi Cemaleddin Şimşek, çalışmalarında; insan nefesindeki molekülleri analiz edip kalp krizi riskini yapay zeka teknolojisiyle önceden teşhis edebilen cihaz geliştirdi.

‘Biomedical Signal Processing and Control’ dergisinde makalesi yayınlanan cihazla; naylon poşet ya da balona doldurulan nefes, moleküllere dönüştürülüp, aktarıldığı bilgisayar ortamında inceleniyor.

Tasarımla, bir kişinin kalp krizi riski taşıyıp taşımadığı 30 saniyede teşhis ediliyor.

Sağlıklı ve kalp rahatsızlığı bulunan bireylerde yapılan deneyler sonucunda, kalp krizi riskini erken teşhis etmeyi başaran bilim adamları, Türk Patent ve Marka Kurumu'nca ulusal patent de aldıkları cihazı daha da geliştirerek cep telefonlarına entegre etmeyi, kalp krizi kaynaklı ani ölümleri de önlemeyi hedefliyor.

‘SANİYELER İÇERİSİNDE SONUCU ÇIKARTIYORUZ’ 

Biyomedikal mühendisliği alanında çalışmalar yapan KTÜ Mühendislik Fakültesi’nden Doç. Dr. Önder Aydemir, “Sağlıklı bireyler, kalp krizi ve kalp hastalığı riski olan insanların nefes bilgilerini elektronik burun teknolojisiyle sinyale dönüştürüp, bunu elektronik burunla bilgisayar ortamına kaydettik.

Yapay zeka algoritmalarıyla birlikte insanların ‘miyokard enfarktüsü’ olup olmadığını nefes bilgilerinden otomatik olarak tespit etmeye çalıştık. Elde ettiğimiz sonuçlar gayet umut verici ve gelecek için de çarpıcı.

Çalışmamız tescillendi. 10 saniye boyunca kişinin nefesini alıyoruz ve saniyeler içinde sonucu çıkartıyoruz. Bir kişinin durumunu 30 saniyede öğrenebiliriz” ifadelerini kullandı.

‘ANİ ÖLÜMLERİN DE ÖNÜNE GEÇİLEBİLİR’ 

Kalp krizinde erken müdahalenin önemli olduğunu belirten Doç. Dr. Aydemir, “İnsanlar acile gittiklerinde elektro kardiyogram sinyalini kardiyolog hocalarımız inceler ve kalp krizi olup olmadığını bulmaya çalışırlar.

Bu zaman alan bir süreçtir. Kalp krizinin erken müdahalesinin önemini dikkate alırsak bu 50 dakikalık sürenin hastanın hayatını olumsuz yönde etkileyebileceğini söyleyebiliriz. Geliştirdiğimiz bu teknolojinin pratik olarak tespitiyle veya gelecekte cep telefonlarına bile entegre edilebileceğini düşündüğümüzde, kişiler anlık olarak kendini kontrol edebilir veya hastanelerde hızlı bir kontrol masası dahi oluşturulabilir. Bu manada ani ölümlerin de önüne geçilebilir” diye konuştu.

Yorumlar

I'm commenting to let you understand of the exceptional experience my princess gained reading yuor web blog. She figured out such a lot of pieces, with the inclusion of what it is like to possess a very effective teaching nature to let certain people effortlessly have an understanding of several multifaceted subject areas. You actually surpassed visitors' expected results. Thanks for showing such powerful, trustworthy, informative and also easy guidance on that topic to Evelyn.

I must voice my appreciation for your kindness in support of men and women that actually need assistance with in this concept. Your real dedication to passing the message throughout has been astonishingly effective and has regularly enabled somebody much like me to get to their desired goals. Your entire invaluable tips and hints signifies much a person like me and still more to my office workers. Thank you; from everyone of us.

I really wanted to send a small remark to be able to express gratitude to you for some of the stunning information you are posting on this site. My rather long internet search has at the end of the day been honored with really good know-how to share with my partners. I would say that we readers are rather lucky to exist in a decent community with very many wonderful people with valuable ideas. I feel very much privileged to have used your entire website page and look forward to tons of more entertaining minutes reading here. Thank you again for a lot of things.

Thanks a lot for giving everyone an extraordinarily wonderful possiblity to discover important secrets from this site. It is usually so amazing plus stuffed with fun for me personally and my office peers to visit your site on the least thrice every week to read through the new issues you will have. And indeed, I am actually pleased with all the good tricks you give. Selected 4 facts in this post are completely the simplest we have had.

I wanted to create you the very small remark to help say thank you once again over the extraordinary suggestions you've provided at this time. This is certainly remarkably open-handed with people like you giving publicly what exactly a lot of folks could have advertised for an e book to earn some dough on their own, specifically given that you could have done it in the event you desired. The things in addition acted like the fantastic way to understand that most people have the identical eagerness just like my personal own to grasp whole lot more in regard to this issue. I am certain there are millions of more fun instances ahead for people who see your blog post.

I must express my appreciation to this writer just for bailing me out of this matter. Just after checking throughout the world-wide-web and seeing ideas which are not powerful, I believed my entire life was done. Living without the presence of strategies to the difficulties you've fixed through the posting is a critical case, and those that might have in a negative way affected my entire career if I hadn't come across your web page. Your good understanding and kindness in controlling all the stuff was helpful. I am not sure what I would have done if I had not come across such a subject like this. I'm able to at this point look forward to my future. Thanks a lot very much for this reliable and results-oriented guide. I will not be reluctant to refer your web page to anybody who will need care on this situation.

Thank you for all of the effort on this website. My daughter loves making time for investigation and it is simple to grasp why. Most of us hear all relating to the dynamic ways you make rewarding techniques by means of the blog and even welcome participation from website visitors on this content while our favorite girl is now becoming educated so much. Have fun with the remaining portion of the new year. You have been conducting a glorious job.

I am only commenting to make you know what a excellent experience my cousin's girl encountered browsing your blog. She picked up several issues, not to mention what it is like to possess a very effective helping heart to let other individuals very easily grasp certain tricky issues. You really did more than readers' expected results. Thank you for coming up with the great, dependable, explanatory and as well as cool thoughts on this topic to Lizeth.

I am only commenting to make you be aware of of the terrific encounter my cousin's girl found using your webblog. She even learned such a lot of details, including what it's like to possess a wonderful coaching heart to have men and women with no trouble know just exactly chosen advanced things. You truly exceeded our own expectations. Thank you for churning out the warm and helpful, trusted, edifying not to mention fun guidance on your topic to Ethel.

I precisely needed to thank you so much once more. I do not know the things that I might have carried out without the entire secrets provided by you about such industry. It has been a challenging problem for me, however , observing a new professional manner you handled the issue took me to jump over fulfillment. I am just happy for this advice and then hope that you comprehend what a powerful job you are doing training many others through your web page. More than likely you haven't encountered all of us.

My husband and i ended up being really cheerful Albert could finish up his preliminary research via the ideas he had from your very own web page. It is now and again perplexing to just always be freely giving tips that many people might have been trying to sell. We really keep in mind we have the blog owner to give thanks to because of that. The most important explanations you made, the simple website navigation, the friendships you make it easier to engender - it's got many astounding, and it's really assisting our son in addition to us know that this content is fun, and that's extremely vital. Thank you for the whole lot!

I'm writing to make you know of the wonderful experience my daughter undergone browsing your blog. She even learned so many details, including what it's like to have an amazing coaching mindset to let other folks quite simply grasp certain specialized subject areas. You actually did more than visitors' expectations. Many thanks for distributing such productive, healthy, educational and as well as fun guidance on the topic to Mary.

I simply wanted to write a quick note to be able to appreciate you for these superb facts you are placing at this website. My prolonged internet look up has finally been paid with good quality details to write about with my neighbours. I 'd point out that many of us site visitors actually are rather fortunate to dwell in a great network with very many marvellous individuals with very beneficial hints. I feel quite happy to have used your weblog and look forward to tons of more cool moments reading here. Thanks again for a lot of things.

I simply wanted to thank you very much once more. I'm not certain the things that I might have worked on in the absence of these techniques contributed by you regarding such industry. Certainly was an absolute traumatic matter in my view, but understanding this specialized avenue you processed that made me to cry with happiness. I am happy for the assistance and hope you are aware of a great job that you are carrying out teaching other individuals by way of your website. I know that you've never encountered all of us.

I precisely desired to thank you so much yet again. I am not sure the things that I could possibly have achieved in the absence of those points shared by you concerning this subject matter. Certainly was an absolute intimidating circumstance for me, nevertheless understanding the professional mode you managed it took me to cry over gladness. Now i am happier for your help and thus pray you realize what a great job that you're providing teaching many others by way of a web site. More than likely you have never come across any of us.

I together with my friends have already been checking out the nice pointers located on the website while at once developed a terrible suspicion I never thanked the web site owner for them. These guys happened to be for that reason very interested to study them and have now in truth been tapping into these things. Many thanks for truly being well considerate and for opting for varieties of cool subjects millions of individuals are really eager to be aware of. My very own sincere regret for not expressing gratitude to sooner.

My wife and i got so fulfilled Chris could deal with his analysis via the ideas he received when using the weblog. It is now and again perplexing to just possibly be giving freely helpful tips which often some others have been selling. We really fully understand we have got the blog owner to give thanks to because of that. The main illustrations you've made, the straightforward web site menu, the friendships you will give support to instill - it is everything fabulous, and it is facilitating our son and us reckon that this matter is satisfying, which is certainly pretty mandatory. Thanks for all!

I enjoy you because of all of your work on this website. My daughter take interest in going through investigation and it's really obvious why. I hear all regarding the powerful form you provide important solutions on this website and even attract contribution from other ones on that issue then our favorite princess is truly becoming educated a lot of things. Take pleasure in the remaining portion of the year. You're the one conducting a wonderful job.

Needed to create you a tiny word just to say thanks a lot over again for all the exceptional suggestions you have featured in this article. This is simply pretty generous with people like you to deliver unreservedly all that a number of people could have offered for sale as an e book to end up making some dough for themselves, certainly now that you could possibly have done it in case you decided. Those techniques also acted to provide a good way to be aware that someone else have the identical interest the same as mine to know the truth a lot more in terms of this condition. I believe there are lots of more enjoyable periods in the future for individuals that scan through your website.

I am glad for writing to let you be aware of of the perfect experience my cousin's girl undergone viewing your web page. She mastered a good number of details, most notably how it is like to possess a wonderful teaching heart to make folks really easily completely grasp specific tortuous issues. You truly did more than our expectations. Thank you for producing such essential, trusted, revealing and even cool guidance on your topic to Gloria.

I must express thanks to you just for bailing me out of this type of scenario. As a result of checking through the internet and seeing ways that were not beneficial, I assumed my life was gone. Living devoid of the approaches to the difficulties you've solved by means of your entire article content is a crucial case, as well as ones which could have badly damaged my career if I hadn't discovered the blog. That knowledge and kindness in controlling all the details was priceless. I don't know what I would've done if I had not discovered such a subject like this. I'm able to at this moment relish my future. Thanks for your time so much for your specialized and results-oriented help. I won't be reluctant to suggest your web page to anybody who desires guidelines on this area.

Thank you for every one of your effort on this web site. My mother really likes working on internet research and it is easy to understand why. A lot of people know all regarding the lively tactic you give worthwhile guidance through this blog and in addition inspire response from some other people on this subject matter plus my princess is in fact becoming educated a lot of things. Take advantage of the remaining portion of the year. You are always conducting a superb job.

I wanted to compose you the bit of word just to thank you so much over again over the incredible solutions you've contributed in this article. It was really extremely generous with people like you giving openly exactly what most of us could possibly have advertised for an e-book to generate some bucks for their own end, most importantly now that you might well have tried it in case you considered necessary. These inspiring ideas additionally worked as the good way to be aware that other people online have the identical desire just like mine to learn lots more with respect to this issue. I think there are numerous more pleasant situations ahead for individuals who read carefully your website.

I needed to send you the very little observation in order to thank you over again on the exceptional concepts you've documented on this page. This has been simply shockingly generous with people like you in giving unhampered what exactly a few people could possibly have supplied as an e book to end up making some profit for themselves, primarily considering that you could possibly have tried it in case you decided. These ideas in addition served to become great way to comprehend some people have a similar keenness the same as my own to know the truth a great deal more with regards to this matter. I know there are thousands of more pleasant sessions up front for individuals who go through your blog.

I am just writing to make you understand what a fine experience my friend's child found checking your webblog. She noticed a lot of things, most notably how it is like to have a wonderful giving mood to get other people really easily comprehend some problematic issues. You really exceeded visitors' expectations. Thanks for churning out these useful, safe, edifying and even cool thoughts on this topic to Tanya.

I must express my appreciation to the writer just for bailing me out of this particular problem. Just after surfing throughout the world wide web and getting techniques which were not pleasant, I believed my life was well over. Living without the strategies to the difficulties you have fixed all through the website is a serious case, and the kind that could have in a wrong way affected my entire career if I hadn't discovered your blog. The skills and kindness in maneuvering a lot of things was priceless. I don't know what I would have done if I had not discovered such a stuff like this. It's possible to at this point look forward to my future. Thanks a lot so much for your professional and effective guide. I will not think twice to endorse your blog to anyone who should get guidelines about this situation.

I simply desired to thank you very much once more. I do not know what I could possibly have achieved in the absence of those ideas shown by you about such concern. Previously it was a real difficult crisis for me, but considering this well-written tactic you processed it forced me to leap for contentment. I'm happier for this work and then wish you are aware of a great job you were putting in teaching the rest through the use of your website. I know that you've never come across all of us.

I want to get across my love for your generosity for those people that really need help with that topic. Your special commitment to getting the solution along had been exceptionally advantageous and have surely made folks like me to achieve their pursuits. Your amazing interesting instruction entails a great deal to me and substantially more to my mates. Thanks a ton; from each one of us.

Thank you so much for giving everyone remarkably special opportunity to read articles and blog posts from this site. It's always so terrific and packed with a good time for me personally and my office peers to visit your web site particularly three times per week to read through the new issues you will have. Of course, I'm just usually contented considering the breathtaking methods served by you. Selected 1 ideas in this article are certainly the most beneficial we've had.

Thank you so much for giving everyone such a spectacular possiblity to check tips from here. It is usually very terrific and also packed with a good time for me and my office friends to search the blog at least thrice in one week to read through the newest items you will have. Not to mention, I am also certainly fascinated with all the stunning tricks you give. Some 1 facts in this article are in fact the most impressive we've had.

Thank you for your whole labor on this website. My niece loves participating in research and it is simple to grasp why. Most of us know all relating to the lively method you provide functional information on your web site and even welcome participation from people about this point and my princess is without a doubt starting to learn so much. Have fun with the remaining portion of the new year. You're performing a useful job.

I am also commenting to make you know of the really good discovery our princess developed visiting your webblog. She discovered too many issues, with the inclusion of what it is like to have a marvelous helping style to get many people with no trouble know a number of hard to do subject areas. You truly surpassed visitors' expected results. I appreciate you for delivering such invaluable, trusted, edifying and also unique guidance on this topic to Jane.

I am just commenting to let you know of the beneficial encounter my wife's princess experienced reading your blog. She learned such a lot of pieces, most notably what it is like to possess a wonderful helping character to have the rest without hassle fully grasp some specialized issues. You really exceeded visitors' expectations. Many thanks for displaying such warm and helpful, trustworthy, explanatory and in addition cool tips on the topic to Ethel.

Thanks so much for providing individuals with an extraordinarily splendid possiblity to read in detail from this blog. It is usually very kind and as well , full of amusement for me and my office acquaintances to search your website at the very least thrice weekly to read the fresh things you have. And lastly, I'm also at all times fascinated with your extraordinary principles you serve. Selected 2 points in this posting are absolutely the most beneficial we have all ever had.

hermes birkin (doğrulanmamış) Pt, 06/02/2023 - 05:46

My wife and i were joyful that Albert could finish up his reports from your ideas he was given from your web site. It is now and again perplexing to just always be giving for free things which often most people might have been selling. And we also do understand we have the blog owner to appreciate for that. The entire illustrations you've made, the simple blog menu, the relationships your site help to instill - it's got everything remarkable, and it's helping our son and the family reason why this topic is amusing, and that's exceedingly mandatory. Many thanks for all the pieces!

My husband and i felt now fulfilled Ervin managed to finish up his researching while using the precious recommendations he got from your own blog. It's not at all simplistic to simply possibly be offering guides which many people could have been selling. And we all realize we need the blog owner to be grateful to for that. All the illustrations you have made, the easy site navigation, the friendships you can help to promote - it's all superb, and it's assisting our son in addition to our family reckon that the topic is amusing, and that is extraordinarily important. Thank you for everything!

I want to express some appreciation to the writer just for rescuing me from this instance. Right after surfing around throughout the world-wide-web and coming across proposals that were not productive, I believed my entire life was gone. Being alive without the approaches to the issues you have solved all through your main write-up is a serious case, as well as those which might have negatively affected my career if I had not encountered your site. Your good know-how and kindness in controlling all the details was crucial. I don't know what I would've done if I hadn't come across such a thing like this. I can now relish my future. Thanks very much for your impressive and amazing guide. I won't hesitate to recommend your site to any individual who needs and wants care about this problem.

I and my friends have already been following the best tips and tricks found on the website and then at once developed an awful feeling I had not thanked the website owner for those tips. The people appeared to be so joyful to study them and already have quite simply been loving them. Appreciation for turning out to be indeed considerate and also for making a decision on this form of important guides most people are really desirous to know about. My personal sincere regret for not expressing appreciation to earlier.

I抦 impressed, I must say. Actually hardly ever do I encounter a blog that抯 both educative and entertaining, and let me tell you, you will have hit the nail on the head. Your thought is excellent; the problem is something that not sufficient people are talking intelligently about. I'm very comfortable that I stumbled throughout this in my search for something regarding this.

I would like to express appreciation to you just for rescuing me from this particular condition. Because of looking out throughout the the web and getting principles that were not beneficial, I thought my entire life was done. Existing devoid of the solutions to the issues you have fixed by means of your entire guide is a critical case, as well as the kind which might have in a negative way affected my entire career if I hadn't discovered your site. Your personal know-how and kindness in dealing with almost everything was tremendous. I'm not sure what I would have done if I hadn't encountered such a point like this. I am able to at this point look forward to my future. Thanks very much for your skilled and result oriented guide. I won't be reluctant to endorse the website to anybody who should have guide about this issue.

I enjoy you because of all your work on this site. My mum really likes making time for investigations and it's really easy to see why. A number of us learn all regarding the compelling way you present informative guides on the website and as well strongly encourage participation from people on this subject matter then our own daughter is always becoming educated so much. Take pleasure in the remaining portion of the year. You have been performing a powerful job.

I wish to voice my appreciation for your kindness in support of those who need help on this one area. Your real dedication to passing the message all through ended up being pretty good and has always made workers like me to achieve their ambitions. Your valuable useful information signifies a lot a person like me and still more to my office workers. Regards; from all of us.

I enjoy you because of all your labor on this blog. My mother really likes managing investigation and it's really easy to understand why. We all hear all of the lively form you provide both interesting and useful suggestions by means of your web blog and in addition encourage response from other ones on that idea while my princess is in fact starting to learn a great deal. Enjoy the remaining portion of the year. You are always conducting a very good job.

Thanks for your own labor on this blog. My daughter really loves engaging in internet research and it's easy to understand why. All of us know all relating to the powerful ways you present both interesting and useful suggestions via your blog and as well as cause participation from others on that content then our own daughter is undoubtedly discovering a lot. Take pleasure in the rest of the new year. You are carrying out a dazzling job.

Needed to compose you a little observation in order to say thanks the moment again on your lovely strategies you have shown on this page. It was wonderfully generous of people like you to grant easily precisely what some people would've sold for an e-book to help with making some bucks for their own end, particularly now that you could possibly have done it if you considered necessary. Those principles also served to provide a easy way to know that other individuals have a similar keenness just as my own to see very much more when considering this matter. I'm certain there are lots of more fun sessions up front for folks who scan your website.

Needed to put you the very little remark to be able to say thanks again on the striking opinions you have provided on this site. It has been certainly incredibly open-handed of you to give publicly all that most people could possibly have distributed as an ebook in order to make some cash for their own end, notably seeing that you might well have tried it if you ever decided. Those suggestions likewise served like a good way to be sure that other people have the identical eagerness the same as my very own to understand a whole lot more around this matter. I believe there are a lot more pleasurable occasions in the future for individuals who start reading your site.

I simply needed to thank you very much all over again. I do not know the things I could possibly have implemented without these solutions documented by you relating to such area of interest. Certainly was a real frustrating matter in my circumstances, nevertheless spending time with your professional fashion you resolved it took me to weep with gladness. Now i'm happier for your advice and as well , have high hopes you realize what a great job you are doing educating the rest through your website. I know that you've never come across all of us.

I enjoy you because of every one of your efforts on this web page. Kim loves doing research and it's obvious why. We all know all relating to the lively mode you convey both interesting and useful suggestions by means of the web blog and as well as invigorate contribution from visitors about this point so our own girl is truly becoming educated a whole lot. Take pleasure in the rest of the year. You are always carrying out a powerful job.

I actually wanted to post a small comment to appreciate you for all the unique solutions you are posting on this website. My particularly long internet lookup has at the end of the day been recognized with extremely good tips to share with my two friends. I would suppose that most of us website visitors are truly lucky to be in a great site with very many outstanding people with interesting tactics. I feel pretty happy to have used your web page and look forward to many more fabulous moments reading here. Thanks again for all the details.

Thank you for your whole efforts on this website. Kim really likes participating in internet research and it is easy to see why. Almost all know all concerning the compelling means you render effective tactics through this web site and as well recommend response from website visitors on the concern then our child is always understanding a lot. Take advantage of the remaining portion of the year. You are always carrying out a pretty cool job.

Yeni yorum ekle

Bu alanın içeriği gizlenecek, genel görünümde yer almayacaktır.

Plain text

  • Hiç bir HTML etiketine izin verilmez
  • Web sayfası adresleri ve e-posta adresleri otomatik olarak bağlantılara dönüşür.
  • Satır ve paragraflar otomatik olarak bölünür.