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 really wanted to compose a small note to be able to thank you for the amazing advice you are giving here. My time-consuming internet search has at the end been honored with wonderful strategies to exchange with my classmates and friends. I 'd point out that many of us visitors are unequivocally lucky to be in a perfect network with very many marvellous individuals with beneficial pointers. I feel quite grateful to have encountered your website and look forward to tons of more awesome minutes reading here. Thanks once again for all the details.

I and my buddies appeared to be viewing the excellent ideas from your website and at once I had a terrible suspicion I never expressed respect to the web blog owner for those techniques. Those boys ended up as a consequence happy to learn all of them and have in effect sincerely been enjoying those things. Thank you for truly being very helpful and for settling on this kind of very good topics millions of individuals are really needing to understand about. My sincere regret for not saying thanks to sooner.

I wish to point out my respect for your kindness for persons that really need help with this area. Your special commitment to getting the message all through turned out to be exceptionally informative and have constantly empowered women just like me to reach their objectives. Your personal helpful help means this much to me and still more to my office colleagues. With thanks; from each one of us.

I not to mention my friends came examining the nice tips and tricks from your web site then at once came up with an awful suspicion I never expressed respect to the website owner for those secrets. The young men were for that reason joyful to read all of them and have simply been tapping into them. Appreciate your actually being simply accommodating and also for choosing these kinds of very good topics millions of individuals are really wanting to know about. Our own honest apologies for not expressing gratitude to you earlier.

I would like to point out my passion for your kind-heartedness in support of people who really want guidance on in this study. Your real commitment to passing the message along turned out to be exceedingly insightful and has constantly encouraged employees just like me to achieve their objectives. Your entire interesting hints and tips can mean much to me and extremely more to my peers. Thank you; from everyone of us.

supreme shirt (doğrulanmamış) Çar, 22/02/2023 - 20:36

I'm writing to make you understand what a nice discovery my cousin's child undergone reading your web site. She mastered a good number of details, with the inclusion of what it is like to have a wonderful coaching spirit to have the mediocre ones with ease learn about various specialized subject areas. You actually did more than our own expectations. I appreciate you for rendering the helpful, trustworthy, informative as well as fun thoughts on that topic to Emily.

I'm writing to let you be aware of what a fantastic experience my girl undergone studying your web site. She realized plenty of pieces, most notably how it is like to possess an ideal teaching nature to get the others without difficulty master several specialized issues. You truly did more than our desires. Many thanks for supplying the precious, trustworthy, explanatory and in addition unique tips on your topic to Lizeth.

I want to show my passion for your generosity for people who really need help on this one subject matter. Your real dedication to getting the solution throughout appears to be particularly beneficial and have in every case empowered workers much like me to realize their objectives. Your amazing informative suggestions signifies much a person like me and still more to my office colleagues. Many thanks; from all of us.

I simply wanted to jot down a small note to be able to express gratitude to you for the precious recommendations you are posting here. My extensive internet investigation has at the end of the day been rewarded with brilliant information to write about with my neighbours. I would repeat that most of us website visitors actually are quite blessed to dwell in a useful place with many marvellous professionals with beneficial pointers. I feel very much grateful to have seen the site and look forward to many more cool minutes reading here. Thanks a lot again for everything.

Can I simply say what a reduction to seek out somebody who truly knows what theyre talking about on the internet. You undoubtedly know the right way to deliver a difficulty to gentle and make it important. Extra folks have to read this and understand this aspect of the story. I cant consider youre no more popular because you undoubtedly have the gift.

I have to express my appreciation to you for bailing me out of this predicament. Just after surfing around through the world-wide-web and meeting things which are not helpful, I was thinking my life was over. Living devoid of the solutions to the problems you've resolved by means of your main write-up is a serious case, as well as the kind that would have in a wrong way affected my career if I hadn't discovered your blog post. That capability and kindness in controlling all the stuff was very helpful. I don't know what I would have done if I hadn't encountered such a thing like this. It's possible to now relish my future. Thanks for your time so much for your skilled and amazing help. I will not think twice to suggest the blog to any individual who would need assistance on this topic.

Thank you for every one of your efforts on this website. My mother really loves engaging in investigation and it's really obvious why. My partner and i learn all regarding the dynamic means you offer sensible tactics on your web blog and as well boost response from other individuals on the subject plus my daughter is certainly being taught a lot of things. Take advantage of the rest of the new year. You are always doing a useful job.

I really wanted to write a remark so as to thank you for all the precious tactics you are giving out at this website. My rather long internet search has finally been paid with good quality points to exchange with my relatives. I would admit that we visitors actually are very blessed to live in a very good place with very many brilliant professionals with insightful pointers. I feel pretty fortunate to have come across the website and look forward to really more enjoyable moments reading here. Thanks once again for a lot of things.

I precisely needed to thank you so much all over again. I'm not certain the things that I would've carried out without the type of aspects revealed by you about this subject matter. It had become a very alarming dilemma in my view, but coming across the very skilled mode you managed that forced me to weep with delight. I am just happier for your information and expect you find out what an amazing job you're doing instructing people via your blog post. Probably you have never come across any of us.

I precisely wanted to appreciate you again. I'm not certain the things I could possibly have taken care of in the absence of the type of hints documented by you concerning such a question. Entirely was an absolute depressing setting in my position, but observing your specialised avenue you handled that took me to cry for delight. I'm grateful for this information and as well , believe you realize what an amazing job you have been doing teaching the rest thru your web site. Probably you have never come across all of us.

My wife and i felt now joyful that Edward could finish up his basic research with the ideas he acquired through your blog. It is now and again perplexing just to happen to be releasing thoughts some people could have been selling. And we all know we need you to appreciate because of that. All the illustrations you've made, the straightforward site menu, the friendships you make it possible to promote - it is most spectacular, and it is assisting our son in addition to us believe that that subject is enjoyable, and that's seriously serious. Thank you for all!

Thank you a lot for providing individuals with such a nice opportunity to read critical reviews from this website. It is usually very enjoyable plus jam-packed with fun for me personally and my office friends to visit your web site a minimum of three times in one week to study the newest stuff you have got. And lastly, I'm just usually motivated with your amazing guidelines you serve. Some 4 areas in this posting are surely the most effective we have had.

I have to voice my gratitude for your kindness supporting those people who require help with this one field. Your very own dedication to passing the solution all through came to be extraordinarily invaluable and has usually encouraged girls like me to realize their ambitions. Your personal warm and helpful publication indicates a lot a person like me and extremely more to my peers. Thank you; from everyone of us.

My husband and i got very joyful when Louis could round up his investigations through the ideas he obtained from your very own web site. It is now and again perplexing to simply happen to be offering thoughts which people today could have been selling. And we take into account we've got the blog owner to be grateful to for this. Most of the explanations you have made, the easy web site menu, the relationships you can give support to foster - it is all wonderful, and it's aiding our son in addition to us consider that that situation is brilliant, and that is unbelievably vital. Thank you for the whole lot!

I must get across my passion for your kind-heartedness giving support to individuals that absolutely need help with this particular topic. Your very own dedication to passing the solution up and down was pretty helpful and have in most cases allowed workers just like me to reach their pursuits. Your entire invaluable publication indicates much a person like me and especially to my mates. Warm regards; from everyone of us.

I have to show some thanks to the writer for bailing me out of this particular circumstance. Just after browsing throughout the world-wide-web and meeting solutions that were not powerful, I thought my life was done. Living without the presence of strategies to the difficulties you've solved by means of the report is a critical case, as well as ones which could have in a wrong way affected my entire career if I hadn't discovered your site. Your personal knowledge and kindness in playing with all the stuff was important. I don't know what I would've done if I hadn't discovered such a point like this. It's possible to now relish my future. Thanks so much for your specialized and sensible help. I won't think twice to propose the website to anybody who desires care about this topic.

My spouse and i ended up being really peaceful Jordan could conclude his homework with the precious recommendations he obtained from your web page. It is now and again perplexing to just possibly be releasing tactics which usually the rest may have been making money from. We grasp we have the blog owner to be grateful to for this. Those illustrations you've made, the simple web site navigation, the relationships your site help promote - it is most astonishing, and it's really helping our son in addition to the family do think that matter is fun, and that is incredibly indispensable. Thank you for everything!

Thanks so much for providing individuals with an extraordinarily remarkable opportunity to read in detail from this blog. It can be very excellent and stuffed with a great time for me and my office mates to visit your site particularly 3 times per week to see the fresh guides you have got. Not to mention, I'm also actually amazed with your mind-boggling solutions you serve. Certain two ideas on this page are undeniably the best I have had.

Thank you for all of the effort on this website. My mum loves setting aside time for investigation and it's really obvious why. A number of us know all regarding the powerful medium you present practical strategies through the website and cause contribution from website visitors on this content and our own girl is certainly discovering so much. Take advantage of the remaining portion of the year. You have been conducting a pretty cool job.

I not to mention my pals appeared to be reading the nice tricks from the website and then all of a sudden I got a horrible suspicion I never expressed respect to the web site owner for those strategies. Most of the boys were for that reason joyful to read through all of them and have seriously been making the most of these things. Thank you for genuinely well helpful and also for choosing such impressive information millions of individuals are really needing to know about. Our own honest regret for not expressing gratitude to you earlier.

Thanks so much for providing individuals with such a brilliant possiblity to read articles and blog posts from this website. It really is so lovely and also full of a lot of fun for me and my office mates to visit your web site a minimum of thrice weekly to read the fresh tips you will have. And indeed, I am usually impressed with all the splendid things you give. Selected 3 areas in this article are in fact the most impressive we have had.

I simply had to thank you so much once more. I do not know the things that I would've made to happen without the type of solutions discussed by you concerning this question. It was before an absolute frightful scenario for me, however , viewing the very well-written avenue you managed it forced me to jump over joy. I will be grateful for your guidance and even pray you recognize what a great job your are putting in instructing many others all through your blog. More than likely you've never got to know all of us.

I wish to express appreciation to you for bailing me out of such a challenge. After surfing around throughout the the web and finding basics that were not powerful, I was thinking my entire life was gone. Living devoid of the solutions to the problems you've sorted out as a result of your main guideline is a critical case, as well as the kind that could have in a wrong way affected my entire career if I hadn't encountered your web site. Your main ability and kindness in handling all things was important. I don't know what I would have done if I hadn't encountered such a thing like this. I can at this moment look ahead to my future. Thanks a lot very much for your reliable and result oriented guide. I won't hesitate to recommend your blog to any person who would need tips about this issue.

I would like to express thanks to this writer just for rescuing me from this crisis. Because of surfing throughout the the net and obtaining concepts which were not helpful, I thought my life was well over. Living minus the approaches to the issues you've resolved by way of your good guide is a crucial case, and those which might have adversely affected my entire career if I had not come across your website. Your own personal mastery and kindness in handling the whole thing was very helpful. I'm not sure what I would've done if I had not encountered such a solution like this. I can also at this moment relish my future. Thanks for your time very much for this professional and effective help. I will not be reluctant to suggest your web sites to any individual who needs assistance on this situation.

A lot of thanks for your whole labor on this web page. My mum loves managing research and it is simple to grasp why. My spouse and i know all of the compelling means you provide precious techniques by means of the blog and strongly encourage participation from other people on the subject matter so our daughter is without question starting to learn a great deal. Enjoy the remaining portion of the new year. You have been performing a terrific job.

My spouse and i felt so thankful that Michael could deal with his researching with the ideas he gained out of the site. It is now and again perplexing to simply possibly be releasing solutions which other people may have been making money from. And we all do know we have got you to appreciate for that. Most of the illustrations you've made, the straightforward blog navigation, the friendships you help to create - it's everything remarkable, and it is aiding our son and our family know that this issue is excellent, which is really serious. Thank you for everything!

I'm writing to make you be aware of of the fabulous experience our daughter enjoyed viewing your web page. She came to understand some things, with the inclusion of what it's like to possess an amazing coaching mindset to make others very easily grasp a number of impossible things. You truly did more than our own desires. Thank you for supplying the useful, safe, informative not to mention fun thoughts on the topic to Evelyn.

I would like to express some appreciation to this writer for bailing me out of such a problem. Because of searching throughout the the web and getting notions which were not pleasant, I believed my entire life was over. Existing minus the strategies to the difficulties you have solved by way of your entire site is a critical case, and the kind that might have badly affected my career if I had not discovered your web page. Your understanding and kindness in playing with all the stuff was very helpful. I am not sure what I would have done if I had not come across such a subject like this. I can also at this point look forward to my future. Thanks a lot very much for the impressive and effective help. I won't be reluctant to propose your blog to anybody who needs and wants care about this problem.

I have to show thanks to the writer just for rescuing me from this particular instance. Just after surfing through the internet and meeting concepts which were not beneficial, I believed my entire life was gone. Living without the presence of approaches to the difficulties you've sorted out through your short post is a critical case, as well as those which could have in a wrong way damaged my entire career if I had not come across the blog. Your own personal capability and kindness in taking care of a lot of stuff was precious. I'm not sure what I would have done if I hadn't come across such a stuff like this. I can at this point relish my future. Thanks a lot very much for this professional and result oriented help. I will not think twice to recommend the blog to anybody who should have guidance about this matter.

Thank you for your entire efforts on this blog. My mum really loves setting aside time for internet research and it's easy to understand why. A number of us know all relating to the powerful way you present efficient guidance through the web blog and therefore improve response from other people on that subject matter and our own child is without question starting to learn a lot of things. Take advantage of the rest of the new year. You have been doing a stunning job.

I enjoy you because of all of the effort on this web site. Kate loves making time for research and it is easy to understand why. My spouse and i notice all relating to the dynamic medium you offer helpful tips on your web site and therefore boost participation from some others about this topic and my daughter is actually becoming educated a lot of things. Have fun with the rest of the new year. Your doing a good job.

I and also my friends were found to be checking the excellent information and facts located on the website then then came up with an awful suspicion I had not expressed respect to the website owner for those secrets. These boys became stimulated to learn them and have now definitely been enjoying those things. Thanks for being considerably kind as well as for making a decision on this form of fabulous tips millions of individuals are really desirous to be informed on. Our sincere regret for not expressing appreciation to you sooner.

My spouse and i were so glad that Louis managed to deal with his investigations from your ideas he grabbed from your very own site. It's not at all simplistic just to be giving away instructions which usually some people might have been selling. Therefore we acknowledge we have you to give thanks to for this. The main illustrations you have made, the easy blog menu, the friendships you assist to engender - it's got most terrific, and it's really helping our son and us know that the topic is fun, and that is truly pressing. Thanks for all the pieces!

I simply needed to thank you so much once again. I do not know the things I might have created in the absence of those creative ideas shared by you directly on such situation. It was a horrifying case in my position, however , witnessing the expert avenue you managed the issue made me to weep with delight. I am just grateful for this service and in addition believe you realize what an amazing job your are undertaking training the mediocre ones through a site. I know that you have never got to know any of us.

I together with my pals came digesting the excellent advice from the website and then all of the sudden developed an awful suspicion I never expressed respect to the blog owner for them. All the young men came absolutely glad to study them and have in actuality been tapping into those things. Many thanks for getting considerably thoughtful and then for using variety of incredible ideas millions of individuals are really eager to be informed on. My personal sincere apologies for not saying thanks to sooner.

I have to get across my gratitude for your kind-heartedness in support of folks that must have help on the area. Your personal dedication to passing the solution throughout has been really effective and has specifically enabled girls like me to reach their aims. Your amazing interesting useful information can mean a great deal a person like me and much more to my colleagues. Warm regards; from everyone of us.

I simply wished to appreciate you once again. I am not sure what I might have followed without the type of methods provided by you regarding such a concern. This has been a real difficult matter in my opinion, but viewing the well-written mode you resolved it made me to leap over joy. I'm just grateful for your support as well as hope you are aware of a great job you happen to be doing teaching most people through the use of your blog. Most likely you haven't got to know all of us.

Thank you for all of your labor on this web page. My mother loves engaging in internet research and it's easy to understand why. We know all concerning the lively form you make valuable strategies on your website and encourage participation from others on the concern while our simple princess is undoubtedly understanding a lot. Enjoy the rest of the year. You're the one carrying out a dazzling job.

I precisely wished to say thanks again. I am not sure the things that I could possibly have undertaken without the creative ideas shared by you directly on such a question. This has been a real frustrating difficulty in my circumstances, nevertheless spending time with the specialized style you treated that forced me to jump with delight. I am happy for this service and then hope that you find out what a powerful job you're doing teaching many people all through your web site. I am sure you haven't got to know all of us.

I precisely needed to appreciate you once more. I'm not certain the things that I would have handled in the absence of the actual concepts shared by you about that subject. It was an absolute difficult issue in my circumstances, nevertheless spending time with the well-written style you managed the issue took me to weep over gladness. Extremely happy for the service and wish you realize what a great job your are providing educating people today all through your web page. I know that you've never come across any of us.

I definitely wanted to develop a brief comment in order to express gratitude to you for all the awesome tips you are showing on this site. My particularly long internet lookup has at the end of the day been paid with useful facts and strategies to go over with my co-workers. I 'd repeat that many of us website visitors are quite fortunate to exist in a notable network with so many perfect professionals with useful tricks. I feel somewhat grateful to have come across the web site and look forward to tons of more fun minutes reading here. Thank you once again for everything.

I wanted to post you the little remark to thank you very much yet again with your nice techniques you've shown on this page. This is really extremely generous of you in giving openly what exactly most of us would've sold as an e-book to help make some profit for their own end, most importantly since you could possibly have tried it in the event you desired. Those strategies as well served like the fantastic way to comprehend some people have a similar passion like my own to understand whole lot more with regards to this issue. I'm certain there are some more pleasurable situations ahead for individuals who examine your website.

Thank you so much for giving everyone an extraordinarily brilliant chance to discover important secrets from this web site. It's usually very great plus full of amusement for me personally and my office mates to visit your web site on the least three times weekly to learn the latest items you will have. And of course, I'm just usually fulfilled concerning the unbelievable tips and hints you serve. Certain 4 points in this posting are completely the most effective we've ever had.

A lot of thanks for your own hard work on this blog. Kate really loves getting into internet research and it is obvious why. Almost all hear all concerning the dynamic form you give sensible tips through this blog and therefore inspire response from people on the matter so my child is becoming educated a whole lot. Take pleasure in the rest of the year. Your carrying out a tremendous job.

I precisely wanted to thank you very much all over again. I am not sure what I would have sorted out in the absence of those aspects provided by you concerning my field. Completely was a hard concern in my circumstances, however , seeing a professional approach you solved the issue forced me to leap with delight. I will be happier for your support and even have high hopes you are aware of a great job that you're putting in teaching some other people through your web blog. I know that you've never met any of us.

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.