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Muhammed Kürşad UÇAR

Doç.Dr.

Muhammed Kürşad UÇAR

Faculty of Engineering

Electrical and Electronics Engineering

Contact

mucar@sakarya.edu.tr

(264) 295 74 40

1-MAKALELER :
1 Kalkan, Gazi Muhammed; Donmez, Bura; Tok, Yusuf Cafer; Gurel, Sumeyye; Akdaglis, Eren; Capkan, Hilal; Kaya, Muhammed Zahid; Kandaz, Derya; Ucar, Muhammed Kursad; Senol, Sevde Nur; - Diagnosis of Lung Cancer with Hybrid Artificial Intelligence Method - 2022 MEDICAL TECHNOLOGIES CONGRESS (TIPTEKNO'22) - DOI : 10.1109/TIPTEKNO56568.2022.9960150 - English - Proceedings Paper - 2022 - WOS:000903709700006
2 Ozen, Aysenur; Kurt, Destina; Akinci, Buse; Bagdatli, Zeynep; Kandaz, Derya; Ucar, Muhammed Kursad; Altunta, Abdullah; - Brain Tumor Detection Based on Hybrid Artificial Intelligence Algorithm - 2022 MEDICAL TECHNOLOGIES CONGRESS (TIPTEKNO'22) - DOI : 10.1109/TIPTEKNO56568.2022.9959866 - English - Proceedings Paper - 2022 - WOS:000903709700002
1.1 A-SCI, SCI-E, SSCI VEYA AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE (Q1 OLARAK TARANAN DERGİDE) :
1 Ucar, MK; Ucar, K; Ucar, Z; Bozkurt, MR; - Determination gender-based hybrid artificial intelligence of body muscle percentage by photoplethysmography signal - COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE - Vol.224 - ISSN : 0169-2607 - DOI : 10.1016/j.cmpb.2022.107010 - SEP 2022 - English - Article - 2022 - WOS:000839021700002
2 Bozkurt, F; Ucar, MK; Bilgin, C; Zengin, A; - Sleep-wake stage detection with single channel ECG and hybrid machine learning model in patients with obstructive sleep apnea - PHYSICAL AND ENGINEERING SCIENCES IN MEDICINE - ISSN : 2662-4729 - DOI : 10.1007/s13246-020-00953-5 - - English - Article - 2021 - WOS:000604833800003
3 Ucar, MK; Ucar, Z; Koksal, F; Daldal, N; - Estimation of body fat percentage using hybrid machine learning algorithms - MEASUREMENT - Vol.167 - ISSN : 0263-2241 - DOI : 10.1016/j.measurement.2020.108173 - JAN 1 2021 - English - Article - 2021 - WOS:000579500000009
4 Topal, I; Ucar, MK; - Hybrid Artificial Intelligence Based Automatic Determination of Travel Preferences of Chinese Tourists - IEEE ACCESS - Vol.7 - pp.162530 - ISSN : 2169-3536 - DOI : 10.1109/ACCESS.2019.2947712 - English - Article - 2019 - WOS:000510211500001
1.1 B-SCI, SCI-E, SSCI VEYA AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE (Q2 OLARAK TARANAN DERGİDE) :
1 Nour, Majid; Kandaz, Derya; Ucar, Muhammed Kursad; Polat, Kemal; Alhudhaif, Adi; - Machine Learning and Electrocardiography Signal-Based Minimum Calculation Time Detection for Blood Pressure Detection - COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE - Vol.2022 - ISSN : 1748-670X - DOI : 10.1155/2022/5714454 - English - Article - 2022 - WOS:000884322600007
2 Melekoglu, Engin; Kocabicak, Umit; Ucar, Muhammed Kursad; Bilgin, Cahit; Bozkurt, Mehmet Recep; Cunkas, Mehmet; - A new diagnostic method for chronic obstructive pulmonary disease using the photoplethysmography signal and hybrid artificial intelligence - PEERJ COMPUTER SCIENCE - Vol.8 - DOI : 10.7717/peerj-cs.1188 - English - Article - 2022 - WOS:000901720100001
3 Ucar, MK; Ucar, Z; Ucar, K; Akman, M; Bozkurt, MR; - Determination of body fat percentage by electrocardiography signal with gender based artificial intelligence - BIOMEDICAL SIGNAL PROCESSING AND CONTROL - Vol.68 - ISSN : 1746-8094 - DOI : 10.1016/j.bspc.2021.102650 - JUL 2021 - English - Article - 2021 - WOS:000670369200003
4 Ucar, MK; Bozkurt, MR; Bilgin, C; Polat, K; - Automatic sleep staging in obstructive sleep apnea patients using photoplethysmography, heart rate variability signal and machine learning techniques - NEURAL COMPUTING & APPLICATIONS - Vol.29 - pp.1 - ISSN : 0941-0643 - DOI : 10.1007/s00521-016-2365-x - English - Article - 2018 - WOS:000427799900001
5 Ucar, MK; Bozkurt, MR; Bilgin, C; Polat, K; - Automatic detection of respiratory arrests in OSA patients using PPG and machine learning techniques - NEURAL COMPUTING & APPLICATIONS - Vol.28 - pp.2931 - ISSN : 0941-0643 - DOI : 10.1007/s00521-016-2617-9 - English - Article - 2017 - WOS:000426865100009
6 Ucar, MK; Bozkurt, MR; Bilgin, C; Polat, K; - Automatic detection of respiratory arrests in OSA patients using PPG and machine learning techniques - NEURAL COMPUTING & APPLICATIONS - Vol.28 - pp.2931 - ISSN : 0941-0643 - DOI : 10.1007/s00521-016-2617-9 - English - Article - 2017 - WOS:000411176800009
1.1 C-SCI, SCI-E, SSCI VEYA AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE (Q3 OLARAK TARANAN DERGİDE) :
1 Bozkurt, MR; Ucar, MK; Bozkurt, F; Bilgin, C; - Development of hybrid artificial intelligence based automatic sleep/awake detection - IET SCIENCE MEASUREMENT & TECHNOLOGY - Vol.14 - pp.353 - ISSN : 1751-8822 - DOI : 10.1049/iet-smt.2019.0034 - MAY 2020 - English - Article - 2020 - WOS:000528895200014
2 Bilgin, C; Erkorkmaz, U; Ucar, MK; Akin, N; Nalbant, A; Annakkaya, AN; - Use of a portable monitoring device (Somnocheck Micro) for the investigation and diagnosis of obstructive sleep apnoea in comparison with polysomnography - PAKISTAN JOURNAL OF MEDICAL SCIENCES - Vol.32 - pp.471 - ISSN : 1682-024X - English - Article - 2016 - WOS:000373939800045
1.1 D-SCI, SCI-E, SSCI VEYA AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE (Q4 OLARAK TARANAN DERGİDE) :
1 Ucar, MK; Nour, M; Sindi, H; Polat, K; - The Effect of Training and Testing Process on Machine Learning in Biomedical Datasets - MATHEMATICAL PROBLEMS IN ENGINEERING - Vol.2020 - ISSN : 1024-123X - DOI : 10.1155/2020/2836236 - MAY 13 2020 - English - Article - 2020 - WOS:000537275200010
2 Noor, A; Ucar, MK; Polat, K; Assiri, A; Nour, R; - A Novel Approach to Ensemble Classifiers: FsBoost-Based Subspace Method - MATHEMATICAL PROBLEMS IN ENGINEERING - Vol.2020 - ISSN : 1024-123X - DOI : 10.1155/2020/8571712 - JUL 15 2020 - English - Article - 2020 - WOS:000556407600004
3 Bozkurt, MR; U?ar, MK; Bozkurt, F; Bilgin, C; - In obstructive sleep apnea patients, automatic determination of respiratory arrests by photoplethysmography signal and heart rate variability - AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE - Vol.42 - pp.959 - ISSN : 0158-9938 - DOI : 10.1007/s13246-019-00796-9 - English - Article - 2019 - WOS:000502445700007
4 Cerit, I; Yildirim, A; Ucar, MK; Demirkol, A; Cosansu, S; Demirkol, O; - Estimation of antioxidant activity of foods using artificial neural networks - JOURNAL OF FOOD AND NUTRITION RESEARCH - Vol.56 - pp.138 - ISSN : 1336-8672 - English - Article - 2017 - WOS:000403928300005
1.3-ÜAK VE SAKARYA ÜNİVERSİTESİ SENATOSU TARAFINDAN BELİRLENEN ULUSLARARASI ALAN ENDEKSLERİNDE TARANAN DERGİLERDE YAYIMLANMIŞ VEYA ULAKBİM, TR-DİZİN TARAFINDAN TARANAN ULUSAL HAKEMLİ DERGİLERDE YAYIMLANMIŞ MAKALE :
1 Bozkurt, M., Uçar, M., Yildirim, A., Kadioğlu, Ö., Kavak, H., Salman, K., Uçar, Z. - Elektrokardiyografi Sinyali ile Bazal Metabolizma Hızının Cinsiyet Bazlı Yapay Zekâ Tabanlı Tespiti - Zeki sistemler teori ve uygulamaları dergisi (Online) - pp.168 - DOI : 10.38016/jista.909178 - tur - paper - 2021 - TRDizin
2 Emi̇roğlu, S., Uçar, M., Yildiz, M., Adiyaman, Y. - Dynamical Analysis, Electronic Circuit Design and Control Application of a Different Chaotic System - Chaos Theory and Applications - pp.10 - eng - paper - 2020 - TRDizin
3 Uçar, M., Düzayak, S. - Papüloskuamöz Hastalıkların Belirlenmesi için Yapay Zeka Yöntemleriyle Kural Tabanlı Teşhis Algoritmalarının Geliştirilmesi - Düzce Üniversitesi Bilim ve Teknoloji Dergisi - pp.1903 - DOI : 10.29130/dubited.706225 - tur - paper - 2020 - TRDizin
4 Bozkurt, M., Uçar, M., Esmer, S., Çi̇l, İ. - Parkinson Hastalığı Teşhisi İçin Makine Öğrenmesi Tabanlı Yeni Bir Yöntem - Düzce Üniversitesi Bilim ve Teknoloji Dergisi - pp.1877 - DOI : 10.29130/dubited.688223 - tur - paper - 2020 - TRDizin
5 Bozkurt, M., Uçar, M., Bi̇lgi̇n, C. - Elektrokardiyogram Sinyalinin Uyku / Uyanıklık Evreleri için ˙Istatistiksel Olarak ˙Incelenmesi - Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi - pp.502 - DOI : 10.19113/sdufenbed.555651 - tur - paper - 2020 - TRDizin
6 Uçar, M., Uçar, Z. - Vücut Yağ Miktarı / Yüzdesi Hesaplama Yöntemleri: Sistematik Derleme - Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi - pp.930 - DOI : 10.21597/jist.650481 - tur - paper - 2020 - TRDizin
7 Muhammet Kürşat Uçar, İnanç Moran, Deniz Turgay Altılar, Cahit Bilgin, Mehmet Recep Bozkurt - Kronik Obstrüktif Akciğer Hastalığı ile Elektrokardiyogram Sinyali Arasındaki İlişkinin İstatistiksel Olarak İncelenmesi - Journal of Human Rhythm - Vol.4 - pp.142-149 - ISSN : 2149-455X - 2018
8 Muhammed Kürşad UÇAR, Cahit BİLGİN, Ferda BOZKURT, Kemal POLAT, Mehmet Recep BOZKURT - An Alternative New Signal In The Respiratory Scoring Process In Patients With Obstructive Sleep Apnea: Photoplethysmography Signal - Journal of Human Rhythm - Vol.3 - pp.190-197 - ISSN : 2149-455X - 2017
9 Muhammed Kürşad Uçar, İnanç Moran, Deniz Turgay Altılar, Cahit Bilgin, Mehmet Recep Bozkurt - Kronik Obstrüktif Akciğer Hastalığı ile Elektrokardiyogram Sinyali Arasındaki İlişkinin İstatistiksel Olarak İncelenmesi - Journal of Human Rhythm - Vol.4 - pp.142-149 - ISSN : 2149-455X - 2017
10 Sevda GÜL, Muhammed Kürşad UÇAR, Gökçen Çetinel, Erhan Bergil, Mehmet Recep Bozkurt - Automated Pre-Seizure Detection for Epileptic Patients Using Machine Learning Methods - International Journal of Image, Graphics & Signal Processing - Vol.7 - pp.1-9 - 2017
11 Muhammed Kürşad UÇAR, Cahit BİLGİN, Ferda BOZKURT, Kemal POLAT, Mehmet Recep BOZKURT - An Alternative New Signal In The Respiratory Scoring Process In Patients With Obstructive Sleep Apnea: Photoplethysmography Signal - Journal of Human Rhythm - Vol.3 - pp.190-197 - 2017
12 Muhammed Kürşad Uçar, Mehmet Recep Bozkurt, Ferda Bozkurt - Determination of New Bio Signal and Tests Alternative to Verbal Pain Scale for Diagnosing Fibromyalgia Syndrome - International Journal of Image, Graphics & Signal Processing - Vol.8 - 2016
13 Muhammed Kürşad Uçar, Mehmet Recep Bozkurt, Ferda Bozkurt - Sympathetic Skin Response A New Biological Signal that can be used in Diagnosis of Fibromyalgia Instead of Beck Depression Inventory - I.J. Image, Graphics and Signal Processing - Vol.7 - pp.32-40 - 2016
14 Barış Doruk Güngör, Muhammed Kürşad Uçar, Ferda Bozkurt - Statistical Investigation of the Effects of Fetal Heart Rate FHR and Uterine Contractions UC Signals on Apgar - International Journal of Computer Applications - Vol.117 - pp.17-21 - 2015
15 Muhammed Kürşad Uçar, Mehmet Recep Bozkurt - Fıbromıyalji hastalığının sadece sempatik deri yanıtı verileri ile teşhis yüzdeliğinin belirlenmesi - The identification of diagnostic percentage of fibromiyalgia disease only with sympathetic skin response data - SAÜ Fen Bilimleri Enstitüsü Dergisi - Vol.18 - pp.21-86 - 2014
16 MK Uçar, MR Bozkurt, F Bozkurt - A Survey of SSR Mechanism and Application - International Journal of Computer Applications - Vol.736 - pp.9 - ISSN : 0975 - 8887 - DOI : 10.5120/12743-9657 - Temmuz - 2013
1.4-DİĞER ULUSLARARASI HAKEMLİ DERGİLERDE YAYIMLANMIŞ BİLİMSEL/SANATSAL MAKALE :
1 İBRAHİM TOPAL,MUHAMMED KÜRŞAD UÇAR - Yapay Sinir Ağları ile Reklam Sektöründe Kullanıcı Profili Çıkarma Uygulaması: Çin – Türkiye Örneği - Veri Bilimi - Vol.1 - pp.20-28 - 2019
2 Muhammed Kürşad UÇAR, Mehmet Recep BOZKURT, Cahit BİLGİN, Kemal POLAT - Polisomnografi Cihazına Alternatif Sistem Tasarımlar için Öneriler Suggestions for Alternative System Designs for Polysomnography Device - Klinik Tıp Bilimleri Dergisi - Vol.5 - pp.1-12 - ISSN : ISSN : 2147-494X - 2017
3 Akif AKGÜL , Muhammed Kürşad UÇAR, Muhammed Maruf ÖZTÜRK, Ziya EKŞİ - Mühendislik Eğitiminin İyileştirilmesine Yönelik Öneriler, Geleceğin Mühendisleri ve İşgücü Analizi - Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi - Vol.171 - pp.14 - Ağustos - 2013
7.2-ULUSLARARASI KONGRE VE SEMPOZYUMLARDA SÖZLÜ OLARAK SUNULAN VE TAM METİN OLARAK YAYIMLANAN TEBLİĞ :
1 Ucar, MK; Bozkurt, F; Bilgin, C; Bozkurt, MR; - Lecture Notes on Data Engineering and Communications Technologies - ARTIFICIAL INTELLIGENCE AND APPLIED MATHEMATICS IN ENGINEERING PROBLEMS - Vol.43 - pp.1004 - ISSN : 2367-4512 - DOI : 10.1007/978-3-030-36178-5_89 - 2020 - English - Proceedings Paper - 2020 - WOS:000678771000089
2 Muhammed Kürşad Uçar, İbrahim Topal - Rule-Based Determination of Chinese tourists to Turkey Opt Profile - 2018
3 Muhammed Kürşad Uçar, İbrahim Topal - Classification of Tourist Area Selections by Chinese Tourists using k Nearest Neighbor Algorithm - 2018
4 İbrahim TOPAL, Muhammed Kürşad UÇAR - In Tourism, using Artificial Intelligence Forecasting with Tripadvisor Data: Year of Turkey in China - 2018
5 Ferda Bozkurt, Muhammed Kürşad Uçar, Mehmet Recep Bozkurt, Serhat Tuna, Cahit Bilgin - Respiratory scoring using photoplethysmography signal and nearest neighbor algorithm - 2018
6 Muhammed Kürşad Uçar, İnanç Moran, Deniz Turgay Altılar, Cahit Bilgin, Mehmet Recep Bozkurt - Rule-based diagnosis of chronic obstructive pulmonary disease with electrocardiogram signal - 2018
7 Ucar, MK; Topal, I; - Rule-Based Determination of Chinese tourists to Turkey Opt Profile - 2018 INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS CONFERENCE (ASYU) - pp.15 - Turkish - Proceedings Paper - 2018 - WOS:000455592800001
8 Ucar, MK; Orenc, S; Bozkurt, MR; Bilgin, C; - Evaluation of the Relationship Between Chronic Obstructive Pulmonary Disease and Photoplethysmography Signal - 2017 MEDICAL TECHNOLOGIES NATIONAL CONGRESS (TIPTEKNO) - Turkish - Proceedings Paper - 2017 - WOS:000427649500006
9 Orenc, S; Ucar, MK; Bozkurt, MR; Bilgin, C; - A New Approach For Treatment of Chronic Obstructive Pulmonary Disease - 2017 MEDICAL TECHNOLOGIES NATIONAL CONGRESS (TIPTEKNO) - Turkish - Proceedings Paper - 2017 - WOS:000427649500008
10 Sedat Örenc, Muhammed Kürsad Uçar, Mehmet Recep Bozkurt, Cahit Bilgin - A New Approach For Treatment of Chronic Obstructive Pulmonary Disease - 2017
11 Muhammed Kürşad Uçar, Sedat Örenç, Mehmet Recep Bozkurt, Cahit Bilgin - Evaluation of the Relationship Between Chronic Obstructive Pulmonary Disease and Photoplethysmography Signal - 2017
12 Muhammed Kursad Uçar, Mehmet Recep Bozkurt, Cahit Bilgin - Statistical Analysis of Heart Rate Variability During Abnormal Respiratory Events in Obstructive Sleep Apnea Patients - 2017
13 Muhammed Kürşad Uçar, Mehmet Recep Bozkurt, Cahit Bilgin - Statistical Investigation of Heart Rate Variable Derived from Photoplethysmography Signal in Sleep Staging Process - 2017
14 Ucar, MK; Bozkurt, MR; Bilgin, C; - Signal Processing and Communications Applications Conference - 2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) - ISSN : 2165-0608 - Turkish - Proceedings Paper - 2017 - WOS:000413813100109
15 Ucar, MK; Bozkurt, MR; Bilgin, C; - Signal Processing and Communications Applications Conference - 2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) - ISSN : 2165-0608 - Turkish - Proceedings Paper - 2017 - WOS:000413813100107
16 Bozkurt, F; Bozkurt, MR; Ucar, MK; Bilgin, C; Koklukaya, E; - Utilizing Photophlethysmography Signal Features and Implementing a Decision Tree to Determine Sleep Cycles-Non Sleep Cycles - 2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU) - pp.917 - Turkish - Proceedings Paper - 2016 - WOS:000391250900206
17 Ucar, MK; Bozkurt, MR; Polat, K; Bilgin, C; - Alternatively New Signal for Sleep Staging Processing in Patients with Obstructive Sleep Apnea: Photoplethysmography Signal - 2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU) - pp.257 - Turkish - Proceedings Paper - 2016 - WOS:000391250900042
18 Tuna, S; Bozkurt, MR; Ucar, MK; Bilgin, C; - Sleep Staging Using Photoplethysmography Signal and kNN Nearest Neighbor Algorithm - 2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU) - pp.1373 - Turkish - Proceedings Paper - 2016 - WOS:000391250900320
19 Muhammed Kurşad Uçar, Mehmet Recep Bozkurt, Kemal Polat, Cahit Bilgin - Alternatively New Signal for Sleep Staging Processing in Patients with Obstructive Sleep Apnea: Photoplethysmography Signal - 2016
20 Ferda Bozkurt, Mehmet Recep Bozkurt, Muhammed Kurşad Uçar, Cahit Bilgin - Utilizing Photophlethysmography Signal Features and Implementing a Decision Tree to Determine Sleep Cycles-Non Sleep Cycles - 2016
21 Serhat Tuna, Mehmet Recep Bozkurt,Muhammed Kurşad Uçar, Cahit Bilgin - Sleep Staging Using Photoplethysmography Signal and kNN Nearest Neighbor Algorithm - 2016
22 Muhammed Kursad Uçar, Mehmet Recep Bozkurt, Kemal Polat, Cahit Bilgin - Investigation of Effects of Time Domain Features of the Photoplethysmography (PPG) Signal on Sleep Respiratory Arrests - 2015
23 MUHAMMED KÜRŞAD UÇAR; MEHMET RECEP BOZKURT; Kemal Polat; AHMET VECDİ CAN; CAHİT BİLGİN - Sağlık Ekonomisi ve Biyomedikal Cihaz Sektöründe İnovasyon Uygulamaları: Obstrüktif Uyku Apne Sendromu (OSAS) Teşhis Sistemi - 2015
24 Ucar, MK; Bozkurt, MR; Polat, K; Bilgin, C; - Signal Processing and Communications Applications Conference - 2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) - pp.124 - ISSN : 2165-0608 - Turkish - Proceedings Paper - 2015 - WOS:000380500900010
25 Gungor, BD; Ucar, MK; Bozkurt, F; - Signal Processing and Communications Applications Conference - 2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) - pp.459 - ISSN : 2165-0608 - Turkish - Proceedings Paper - 2015 - WOS:000380500900093
26 Barış Doruk Güngör, Muhammed Kürşad Uçar, Ferda Bozkurt - Statistical investigation of the effects of fetal heart rate (FHR) and uterine contractions (UC) signals on apgar score - 2015
27 Şuayb Yener, Baha Kanberoğlu, Muhammed Kürşd Uçar, Osman Çerezci - Sakarya Üniversitesinde EMC Eğitimi - 7-9 Haziran - 2013
28 Öztürk, M.M., Ekşi, Z., Akgül, A., Uçar, M.K. - Html5 ile Mantık Devreleri Dersinin Modellenmesi ve Performans Analizi - 01-02 Kasım - 2012 - SAU
7.3-ULUSLARARASI KONGRE VE SEMPOZYUMLARDA SÖZLÜ OLARAK SUNULAN VE ÖZET METİN OLARAK YAYIMLANAN TEBLİĞ :
1 Aşkın Demirkol, İnci Cerit, Muhammed Kürşad Uçar, Serap Coşansu Akdemir, Omca Demirkol - An ANN Aided Optimal Estimation Approach to Antioxidant Activity of Foods - 2017
7.6-ULUSAL KONGRE VE SEMPOZYUMLARDA SÖZLÜ OLARAK SUNULAN VE TAM METİN OLARAK YAYIMLANAN TEBLİĞ :
1 MK Uçar, K Polat, MR Bozkurt, C BilginMUHAMMED KÜRŞAD UÇAR; MEHMET RECEP BOZKURT; CAHİT BİLGİN; - UYKU EEG VE EOG SİNYALLERİNİN SINIFLANDIRILMASINDA ZAMAN VE FREKANS DOMENİ ÖZELLİKLERİNİN ETKİSİ - 2014
2 MK Uçar, MR Bozkurt, K Polat, C BilginMUHAMMED KÜRŞAD UÇAR; MEHMET RECEP BOZKURT; CAHİT BİLGİN; - EEG SİNYALLERİ KULLANILARAK UYKU EVRELERİNİN SINIFLANDIRILMASINDA SAYISAL FİLTRELEMENİN ETKİSİ - 2014
7.7-ULUSAL KONGRE VE SEMPOZYUMLARDA SÖZLÜ OLARAK SUNULAN VE ÖZET METİN OLARAK YAYIMLANAN TEBLİĞ :
1 Bilgin C, Erkorkmaz U, Ucar MK, Akin N, Nalbant A, Annakkaya AN - Obstruktif Uyku Apne Sendromu Tanısınta Uyku Tarama Testi( Somnocheck Mikro) ile Polisomnografinin karşılaştırılması - 2016
2.13 B-BAŞARIYLA TAMAMLANAN YÜKSEKÖĞRETİM KURUMLARI TARAFINDAN DESTEKLENMİŞ BİLİMSEL ARAŞTIRMA PROJESİNDE (YALNIZCA AR-GE NİTELİĞİNDEKİ PROJELER) ARAŞTIRMACI OLMAK :
1 Tübitak 3001-Fotopletismografi (PPG) Sinyalleri ile Otomatik Uyku Evreleme ve Solunum Skorlaması Yaparak Obstrüktif Uyku Apne Sendromu (OSAS) Teşhisi İçin Yeni Bir Sistem Geliştirilmesi - Vol.86.000 - 115E657 - 2018
2 Fotopletismografi (PPG) Sinyalleri ile Obstrüktif Uyku Apne Sendromu (OSAS) Teşhisi için Yeni Bir Sistem Geliştirilmesi - Vol.9000 - BAP 2015-01-00-001 - 2015
3 Uyku Evreleme ve Uyku Apne Sendromu Teşhisi için Yeni Bir Sistem Geliştirilmesi - Vol.10000 - FBDTEZ 2014-50-02-022 - 2014
4 Bilgisayar ile EKG Üzerinden Aritmi Teşhisi - Vol.18500 - SAü - BAPK 2012-01-00-006 - 2012
5 Sempatik deri direnci (SSR) verilerinin modern yöntemlerle işlenerek psikolojik test skorlarının sınıflandırılması - Vol.3000 - FBYLTEZ 2012-50-01-067 - 2012
4.3 B-ULUSAL PATENT (İNCELEMELİ) BAŞVURUSU :
1 MUHAMMED KÜRŞAD UÇAR, CAHİT BİLGİN,MEHMET RECEP BOZKURT - Obstrüktif Uyku Apne Teşhisi İçin Makine Öğrenmesi Tabanlı Cihaz - 2023/010113 - 2023
9.3-SSCI, SCI-EXP, AHCI, SCOPUS, ESCI DIŞINDAKİ ALAN ENDEKSLERİNDEKİ DERGİLERDE BAŞ EDİTÖRLÜK :
1 Klinik Tıp Dergisi - 2017
9.4-SSCI, SCI-EXP, AHCI, SCOPUS KAPSAMINDAKİ DERGİLERDE BAŞ EDİTÖRLÜK DIŞINDAKİ DİĞER EDİTÖRLÜKLER :
1 Mühendislikte Yapay Zeka ve Uygulamaları - 2 - 2018
2 Mühendislikte Yapay Zeka ve Uygulamaları - 2017
3 13. Uluslararası Türk Dünyası Sosyal Bilimler Kongresi Kongresi Bildiriler Kitabı - 2016
4 7. Uluslararası Balkanlarda Sosyal Bilimler Kongresi Bildiriler Kitabı - 2015
5 12. Uluslararası Türk Dünyası Sosyal Bilimler Kongresi Kongresi Bildiriler Kitabı - 2014
6 11. Uluslararası Türk Dünyası Sosyal Bilimler Kongresi - 2013
7 10. Uluslararası Türk Dünyası Sosyal Bilimler Kongresi - 2012
10.3-ALANINDA YURTİÇİ KAMU KURUM VE KURULUŞLARINDAN ALINAN BİLİM/SANAT/TASARIM ÖDÜLÜ :
1 Bilim Ödülü Yapay Zeka Yaz Okulu Bilim Kurulu Toplantısında, "Yapay Zeka Tabanlı Medikal Cihaz Tasarım Aşamaları" konusundaki üstün nitelikli çalışmaları nedeniyle, bu belgeyi almaya hak kazanmıştır. - Sakarya Üniversitesi İstanbul Üniversitesi Kocaeli Üniversitesi - 2017
13.2-LİSANS DÜZEYİNDE DERS VERMEK. (SON 3 YILDA HER DERS İÇİN, HER YIL İÇİN EN FAZLA 5 DERS) :
1 Elektronik Devreler ve Laboratuvarı - 2018-2019 Eğitim Öğretim Yılı Ön Lisans/Lisans Dersleri - pp.3 - ISSN : 1 - 2018
2 Elektronik Devreler ve Laboratuvarı - 2018-2019 Eğitim Öğretim Yılı Ön Lisans/Lisans Dersleri - pp.3 - ISSN : 2 - 2018
3 Doğru Akım Devre Analizi - 2017-2018 Eğitim Öğretim Yılı Ön Lisans/Lisans Dersleri - pp.1 - ISSN : 1 - 2017
4 Elektronik Devreler 1 - 2017-2018 Eğitim Öğretim Yılı Ön Lisans/Lisans Dersleri - pp.1 - ISSN : 1 - 2017
13.5-EĞİTİM BİLGİLERİ :
1 Obstrüktif Uyku Apne Teşhisi İçin Makine Öğrenmesi Tabanlı Yeni Bir Yöntem Geliştirilmesi - Sakarya Üniversitesi - Fen Bilimleri Enstitüsü - Doktora - 2017
2 SSR Verilerinin YSA ile İşlenerek Psikolojik Test Skorlarının Sınıflandırılması - Sakarya Üniversitesi - Fen Bilimleri Enstitüsü - Yüksek Lisans - 2013
3 Lisans - Mustafa Kemal Üniversitesi - Mühendislik Fakültesi - Lisans - 2011
18.4-AKADEMİK BİLGİLERİ :
1 Milli Savunma Üniversitesi - Astsubay Meslek Yüksek Okulu - Dr.Müh.Atğm. - 2018
2 Milli Savunma Üniversitesi - Astsubay Meslek Yüksek Okulu - Dr.Müh.Tğm. - 2018
3 Sakarya Üniversitesi - Mühendislik Fakültesi - Arş.Gör.Dr. - 2018
4 Sakarya Üniversitesi - Mühendislik Fakültesi - Arş.Gör.Dr. - 2017
5 Sakarya Üniversitesi - Mühendislik Fakültesi - Arş.Gör. - 2011
MAKALELER
Early and Rapid COVID-19 Diagnosis Using a Symptom-Based Machine Learning Model
Machine Learning Based Decision Support System for Coronary Artery Disease Diagnosis
Design and Implementation of Electronic Controller for Optimal Functioning of Vacuum Toilets in Railway Passenger Transportation
Machine Learning Based Decision Support System for the Diagnosis of Breast Cancer
Contribution of Image Processing in Chest X-Ray to Early Diagnosis in Radiological Evaluation of Lung Cancer
Hybrid AI-based Voice Authentication
A Novel Machine Learning-based Diagnostic Algorithm for Detection of Onychomycosis through Nail Appearance
Deep Transfer Learning for Chronic Obstructive Pulmonary Disease Detection Utilizing Electrocardiogram Signals
Machine Learning and Electrocardiography Signal-Based Minimum Calculation Time Detection for Blood Pressure Detection
Determination Gender-Based Hybrid Artificial Intelligence of Body Muscle Percentage by Photoplethysmography Signal
Determination of Body Fat Percentage by Gender Based with Photoplethysmography Signal Using Machine Learning Algorithm
Enerji Verimli Bina Tasarımında Kural Tabanlı Yöntem Yardımıyla Isıtma ve Soğutma Yüklerinin Tahminlemesi
Diagnosis of Breast Cancer with Hybrid Artificial Intelligence Method
Hybrid Artificial Intelligence-Based Algorithm Design For Cardiovascular Disease Detection
Development of Rule-Based Diagnostic Algorithms with Artificial Intelligence Methods for the Determination of Cardiovascular Diseases
Tarımda Kaliteli Tohum Üretimi için Kuru Fasulye Türlerinin Yapay Zekâ Tabanlı Sınıflandırılması
A new diagnostic method for chronic obstructive pulmonary disease using the photoplethysmography signal and hybrid artificial intelligence
Elektrokardiyografi Sinyali ile Bazal Metabolizma Hızının Cinsiyet Bazlı Yapay Zekâ Tabanlı Tespiti
Estimation of body fat percentage using hybrid machine learning algorithms
Sleep-wake stage detection with single channel ECG and hybrid machine learning model in patients with obstructive sleep apnea
Determination of Body Fat Percentage by Gender Based with Photoplethysmography Signal Using Machine Learning Algorithm
Determination of body fat percentage by electrocardiography signal with gender based artificial intelligence
Elektrokardiyogram Sinyalinin Uyku / Uyanıklık Evreleri için İstatistiksel Olarak İncelenmesi
Detection of Abnormal Respiratory Events with Single Channel ECG and Hybrid Machine Learning Model in Patients with Obstructive Sleep Apnea
Dynamical Analysis, Electronic Circuit Design and Control Application of a Different Chaotic System
Development of Hybrid Artificial Intelligence Based Automatic Sleep/Awake Detection
Body Fat Amount / Percentage Calculation Methods: Systematic Review
Classification Performance-Based Feature Selection Algorithm for Machine Learning: P-Score
The Effect of Training and Testing Process on Machine Learning in Biomedical Datasets
Development of Rule-Based Diagnostic Algorithms with Artificial Intelligence Methods to Identify Papulosquamous Diseases
A New Method Based on Machine Learning for the Diagnosis of Parkinson’s Disease
A Novel Approach to Ensemble Classifiers: FsBoost-Based Subspace Method
EOG İşaretini Kaynak İşaret Olarak Kullanmak Üzere Etkin Özelliklerin Belirlenmesi
Eta Correlation Coefficient Based Feature Selection Algorithm for Machine Learning: E-Score Feature Selection Algorithm
In obstructive sleep apnea patients, automatic determination of respiratory arrests by photoplethysmography signal and heart rate variability
Hybrid Artificial Intelligence Based Automatic Determination of Travel Preferences of Chinese Tourists
Yapay Sinir Ağları ile Reklam Sektöründe Kullanıcı Profili Çıkarma Uygulaması: Çin – Türkiye Örneği
Automatic sleep staging in obstructive sleep apnea patients using photoplethysmography, heart rate variability signal and machine learning techniques
Kronik Obstrüktif Akciğer Hastalığı ile Elektrokardiyogram Sinyali Arasındaki İlişkinin İstatistiksel Olarak İncelenmesi
Suggestions for Alternative System Designs for Polysomnography Device
Automatic detection of respiratory arrests in OSA patients using PPG and machine learning techniques
An Alternative New Signal in the Respiratory Scoring Process in Patients with Obstructive Sleep Apnea: Photoplethysmography Signal
Polisomnografi Sistemine Alternatif Sistem Tasarımları için Öneriler
Estimation of antioxidant activity of foods using artificial neural networks
An Alternative New Signal In The Respiratory Scoring Process In Patients With Obstructive Sleep Apnea: Photoplethysmography Signal
Automated Pre-Seizure Detection for Epileptic Patients Using Machine Learning Methods
Determination of New Bio Signal and Tests Alternative to Verbal Pain Scale for Diagnosing Fibromyalgia Syndrome
Sympathetic Skin Response A New Biological Signal that can be used in Diagnosis of Fibromyalgia Instead of Beck Depression Inventory
A study on the use of a portable monitoring device (Somnocheck Micro) for the investigation and diagnosis of obstructive sleep apnoea in comparison with polysomnography
Statistical Investigation of the Effects of Fetal Heart Rate FHR and Uterine Contractions UC Signals on Apgar
The identification of diagnostic percentage of fibromiyalgia disease only with sympathetic skin response data
A Survey of SSR Mechanism and Application
Suggestions for Remediation of Engineering Education, Engineers of The Future and Labor Force Analysis
KİTAPLAR
Mühendislikte Bilimsel Araştırma Yöntemleri
Trends in Data Engineering Methods for Intelligent Systems. ICAIAME 2020. Lecture Notes on Data Engineering and Communications Technologies
Artificial Intelligence and Applied Mathematics in Engineering Problems
BİLDİRİLER
Hybrid AI-based Voice Authentication
RULE BASED DIAGNOSTIC ALGORITHM UTILIZING PATHOLOGICAL FINDINGS IN BREAST CANCER
Diagnosis of Lung Cancer with Hybrid Artificial Intelligence Method
Brain Tumor Detection Based on Hybrid Artificial Intelligence Algorithm
A New Method for Calculating Blood Pressure Based on Electrocardiography Signal for Holter Monitor
Prediction of Heating-Cooling Load By Artificial Neural Networks for Energy Efficient Building Design
Artificial Intelligence Based 4 Axis Direction Control with Electroencephalography Signal
Artificial Intelligence Based Concrete Compressive Strength Detection
Decision Trees Rule Based Electroencephalography Signaling with Four Axis Control
Rule Based Detection of Death Risk in Heart Failure Patients
Artificial Intelligence Based Estimation of Body Muscle Percentage
Rule-Based Artificial Intelligence Algorithm for Early Diabetes Diagnosis
Yapay Zekâ Tabanlı Onikomikoz Tespiti
Fotopletismografi Sinyali Kullanan Akıllı Bileklikler için Kural Tabanlı Kan Basıncının Kestirimi için Yeni Bir Yöntem
Elektroansefalografi Sinyalleri ile Farklı Senaryolarda Epilepsi Nöbet Tespiti
Respiratory scoring using photoplethysmography signal and nearest neighbor algorithm
Rule-Based Determination of Chinese tourists to Turkey Opt Profile
Rule-based diagnosis of chronic obstructive pulmonary disease with electrocardiogram signal
Classification of Tourist Area Selections by Chinese Tourists using k Nearest Neighbor Algorithm
In Tourism, using Artificial Intelligence Forecasting with Tripadvisor Data: Year of Turkey in China
Statistical analysis of heart rate variability during abnormal respiratory events in obstructive sleep apnea patients
Evaluation of the relationship between Chronic Obstructive Pulmonary Disease and photoplethysmography signal
A new approach for treatment of chronic obstructive pulmonary disease
An ANN Aided Optimal Estimation Approach to Antioxidant Activity of Foods
Statistical investigation of heart rate variable derived from photoplethysmography signal in sleep staging process
Sleep staging using photoplethysmography signal and kNN nearest neighbor algorithm
Utilizing photophlethysmography signal features and implementing a decision tree to determine sleep cycles-non sleep cycles
Alternatively new signal for sleep staging processing in patients with Obstructive Sleep Apnea: Photoplethysmography signal
Obstrüktif Uyku Apne Sendromu tanısında Uyku Tarama Testi (Somnocheck Micro) ile Polisomnografi’nin karşılaştırılması
Statistical investigation of the effects of fetal heart rate (FHR) and uterine contractions (UC) signals on apgar score
Investigation of effects of time domain features of the photoplethysmography (PPG) signal on sleep respiratory arrests
Sağlık Ekonomisi ve Biyomedikal Cihaz Sektöründe İnovasyon Uygulamaları: Obstrüktif Uyku Apne Sendromu OSAS Teşhis Sistemi Örneği
EEG Sinyalleri Kullanılarak Uyku Evrelerinin Sınıflandırılmasında Sayısal Filtrelemenin Etkisi
UYKU EEG VE EOG SİNYALLERİNİN SINIFLANDIRILMASINDA ZAMAN VE FREKANS DOMENİ ÖZELLİKLERİNİN ETKİSİ
Sakarya Üniversitesinde EMC Eğitimi
HTML5 ile mantık devreleri dersinin modellenmesi ve performans analizi
EDİTÖRLÜK VE HAKEMLİK
Mühendislikte Yapay Zeka ve Uygulamaları 4
Mühendislikte Yapay Zeka ve Uygulamaları 3
Mühendislikte Yapay Zeka ve Uygulamaları 2
Mühendislikte Yapay Zeka ve Uygulamaları 2
Klinik Tıp Bilimleri
Mühendislikte Yapay Zeka ve Uygulamaları
13 ULUSLARARASI TÜRK DÜNYASI SOSYAL BİLİMLER KONGRESİ ve Yöntem Bilim Çalıştayı Bildiriler Kitabı
7 Uluslararası Balkanlarda Sosyal Bilimler Kongresi Bildiriler Kitabı
12. Uluslararası Türk Dünyası Sosyal Bilimler Kongresi Bildiriler Kitabı
11. Uluslararası Türk Dünyası Sosyal Bilimler Kongresi Bildiriler Kitabı
10. Uluslararası Türk Dünyası Sosyal Bilimler Kongresi Bildiriler Kitabı
ÖDÜL
Bilim Ödülü
ARAŞTIRMA PROJELERİ
Fotopletismografi (PPG) Sinyalleri ile Obstrüktif Uyku Apne Sendromu (OSAS) Teşhisi için Yeni Bir Sistem Geliştirilmesi
Uyku Evreleme ve Uyku Apne Sendromu Teşhisi için Yeni Bir Sistem Geliştirilmesi
Obstrüktif Uyku Apne Teşhisi İçin Makine Öğrenmesi Tabanlı Yeni Bir Yöntem Geliştirilmesi
Sempatik deri direnci (SSR) verilerinin modern yöntemlerle işlenerek psikolojik test skorlarının sınıflandırılması
Bilgisayar ile EKG Üzerinden Aritmi Teşhisi
UZMANLIK ALANLARI
Biyomedikal ,İşaret İşleme ,Yapay Zeka