- Support vector machine and deep-learning object detection for localis…
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Support vector machine and deep-learning object detection for localisation of hard exudates

  1. Údaje o názveSupport vector machine and deep-learning object detection for localisation of hard exudates / aut. Veronika Kurilová, Jozef Goga, Miloš Oravec, Jarmila Pavlovičová, Slavomír Kajan
    Záhlavie-meno Kurilová, Veronika (Autor) - FEI Ústav informatiky a matematiky
    Ďal.zodpovednosť Goga, Jozef, 1992 Z2 (Autor) - FEI Ústav robotiky a kybernetiky
    Oravec, Miloš, 1967- Z1 (Autor) - FEI Ústav informatiky a matematiky
    Pavlovičová, Jarmila, 1963- Z1 (Autor) - FEI Ústav robotiky a kybernetiky
    Kajan, Slavomír, 1972- Z1 (Autor) - FEI Ústav robotiky a kybernetiky
    In Scientific Reports. -- ISSN 2045-2322. -- Vol. 11, Iss. 1 (2021), Art. no. 16045 [9] s.
    Jazyk dok.angličtina
    Druh dok.RBX - článok z periodika
    KategóriaADC - Vedecké práce v zahraničných karentovaných časopisoch
    Kategória od 2022V3 - Vedecký výstup publikačnej činnosti z časopisu
    Rok2021
    Ohlasy [1] 2021: BIBI, Nasira - NIDA, Nudrat - IRTAZA, Aun - ANWAR, Syed Muhammad. Automatic Detection of Exudates for Daignosis of Non-proliferative Diabetic Retinopathy using Region-based Convolutional Neural Networks. In Proceedings 2021 International Conference on Frontiers of Information Technology, FIT 2021, 2021-01-01, pp. 218-223.
    2022: WANG, Ting Yuan - CHEN, Yi Hao - CHEN, Jiann Torng - LIU, Jung Tzu - WU, Po Yi - CHANG, Sung Yen - LEE, Ya Wen - SU, Kuo Chen - CHEN, Ching Long. Diabetic Macular Edema Detection Using End-to-End Deep Fusion Model and Anatomical Landmark Visualization on an Edge Computing Device. In Frontiers in Medicine, 2022-04-04, 9, pp.
    2022: AI, Qing - LI, Fei - LI, Xiangna - ZHAO, Ji - WANG, Wenhui - GAO, Qingyun - ZHAO, Fei. An improved MLTSVM using label-specific features with missing labels. In: Applied Intelligence, 2022, vol., no., pp. ISSN 0924-669X.
    2022: Dhiravidachelvi, E. - Senthil Pandi, S. - Prabavathi, R. - Bala Subramanian, C. Artificial Humming Bird Optimization–Based Hybrid CNN-RNN for Accurate Exudate Classification from Fundus Images. In: Journal of Digital Imaging, 2022-01-01, pp. ISSN 08971889.
    2022: RYU, Jinkyu - KWAK, Dongkurl. A Method of Detecting Candidate Regions and Flames Based on Deep Learning Using Color-Based Pre-Processing. In: Fire, 2022, vol. 5, no. 6, art. no. 194. ISSN 2571-6255.
    2022: GOUTAM, Balla - HASHMI, Mohammad Farukh - GEEM, Zong Woo - BOKDE, Neeraj Dhanraj. A Comprehensive Review of Deep Learning Strategies in Retinal Disease Diagnosis Using Fundus Images. In: IEEE ACCESS, 2022, vol. 10, no., pp. 57796-57823. ISSN 2169-3536.
    2023: LIU, Chun - JIAN, Wenyuan - DUAN, Junguo. Bibliometric Analysis of Artificial Intelligence in Diabetic Retinopathy. In: Chinese General Practice, 2023, vol. 26, no. 15, pp. 1847-1856. ISSN 1007-9572.
    2023: SEBASTIAN, Anila - ELHARROUSS, Omar - AL-MAADEED, Somaya - ALMAADEED, Noor. A Survey on Diabetic Retinopathy Lesion Detection and Segmentation. In: Applied Sciences (Switzerland), 2023, vol. 13, no. 8, art. no. 5111. ISSN 2076-3417.
    2023: CONG, V.D. Extraction and classification of moving objects in robot applications using GMM-based background subtraction and SVMs. In JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2023, vol. 45, no. 6, art. no. 317. ISSN 1678-5878.
    2023: MAITHILI, K. – MADHAVI, Latha Y. - GANGOPADHYAY, Amit - VARGHESE, Issac K. - SUNDARAM, Ajith - PANDEY, Chetan - KIRAN, Ajmeera. Optimized CNN Model for Diabetic Retinopathy Detection and Classification. In INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS AND APPLICATIONS IN ENGINEERING, 2023, vol. 11, no. 7s, pp. 317-331. ISSN 2147-6799.
    2023: CONG, Vo Duy - HIEP, Thai Thanh. Support vector machine-based object classification for robot arm system. In INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING, 2023, vol. 13, no. 5, pp. 5047-5053. ISSN 2088-8708.
    2023: RATNAKAR, Nayankumar C. - PRAJAPATI, Beenkumar R. - PRAJAPATI, Bhupendra G. - PRAJAPATI, Jigna B. Artificial Intelligence and Medical Visualization. In: Concepts of Artificial Intelligence and its Application in Modern Healthcare Systems, 2023, pp. 69-89. ISBN 978-100090599-1.
    2023: SEBASTIAN, Anila - ELHARROUSS, Omar - AL-MAADEED, Somaya - ALMAADEED, Noor. A Survey on Diabetic Retinopathy Lesion Detection and Segmentation. In: Applied Sciences (Switzerland), 2023, Vol. 13, No. 8, Art. no. 5111. ISSN 2076-341.
    2023: WANG, Xiaosong - WANG, Dazhi - NI, Yongliang - SONG, Keling - QI, Yufei. Fault Diagnosis of Three phase Rectifier Circuit Based on VMD-SSA Algorithm. In: Proceedings of the 35th Chinese Control and Decision Conference, CCDC 2023, 2023, pp. 1250-1254. ISBN 979-835033472-2.
    2023: PHAM, Tuan D. Prediction of Five-Year Survival Rate for Rectal Cancer Using Markov Models of Convolutional Features of RhoB Expression on Tissue Microarray. In: IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2023, vol. 20, no. 5, pp. 3195-3204. ISSN 1545-5963.
    2024: SUNKARI, Serena - SANGAM, Ashish - VENKATA SREERAM, P. - SUCHETHA, M. - RAMAN, Rajiv - RAJALAKSHMI, Ramachandran - TAMILSELVI, S. A refined ResNet18 architecture with Swish activation function for Diabetic Retinopathy classification. In: Biomedical Signal Processing and Control, 2024, vol. 88, art. no. 105630. ISSN 1746-8094.
    2024: LI, Jie - LIU, Bin - HU, Yingying - LIU, Juan - HE, Xing Dao - YUAN, Jinhui - WU, Qiang. Plastic-Optical-Fiber-Enabled Smart Glove for Machine-Learning-Based Gesture Recognition. In: IEEE Transactions on Industrial Electronics, 2024, vol. 71, no. 4, pp. 4252-4261. ISSN 0278-0046.
    2024: SUMATHI, K. - SENDHIL KUMAR, K. S. A Systematic Review of Fundus Image Analysis for Diagnosing Diabetic Retinopathy. In: International Journal of Intelligent Systems and Applications in Engineering, 2024, vol. 12, no. 16, pp. 167-181. ISSN 2147-6799.
    2024: ALKHONAINI, Arwa - SHELTAMI, Tarek - MAHMOUD, Ashraf - IMAM, Muhammad. UAV Detection Using Reinforcement Learning. In: SENSORS, 2024, vol. 24, no. 6, art. no. 1870. ISSN 1424-8220.
    2024: AFFANDI, Luqman - SUMARI, Arwin Datumaya Wahyudi - ABDULLOH - WAKHIDAH, Rokhimatul - ADDIN, Inayati Machsus Izza - KIROM, Muhammad Auful. An Artificial Intelligence-based Application for Recognizing and Identifying Aerial Objects based on Voice Input. In: Procedia Computer Science, ISICO 2023, 2024, vol. 234, pp. 19-27. ISSN 1877-0509.
    2024: LIANG, Xing - WEN, Haiqi - DUAN, Yajian - HE, Kan - FENG, Xiufang - ZHOU, Guohong. Nonproliferative diabetic retinopathy dataset(NDRD): A database for diabetic retinopathy screening research and deep learning evaluation. In: Health Informatics Journal, 2024, vol. 30, no. 2, art. no. 14604582241259328. ISSN 1460-4582.
    2024: ZHANG, Yiling - LI, Caicai. Neural Network Algorithms in Network Marketing Target Recognition and Prediction. In: 2nd IEEE International Conference on Data Science and Information System, ICDSIS 2024, 2024, in press. ISBN 979-835038166-5.
    2024: YINGHUA, Ma - HENG, Yang - AMARNATH, R. - HUI, Zeng. Hard Exudates Segmentation in Diabetic retinopathy using DiaRetDB1. In: IEEE Access, 2024, vol. 12, pp. 126486-126502. ISSN 2169-3536.
    2024: MONEMIAN, Maryam - RABBANI, Hossein. A New Method for the Localization of Hard Exudates Based on Analyzing Intensity Incremental-Decremental Trends. In: IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, vol. 73, art. no. 5029208. ISSN 0018-9456.
    2024: QAISER, Ariba - MANZOOR, Sobia - HASHMI, Asraf Hussain - JAVED, Hasnain - ZAFAR, Anam - ASHRAF, Javed. Support Vector Machine Outperforms Other Machine Learning Models in Early Diagnosis of Dengue Using Routine Clinical Data. In: ADVANCES IN VIROLOGY, 2024, Vol. 2024, no. 1, art. no. 5588127. ISSN 1687-8639.
    2024: PRATHEEBA, C. - RUFUS, N. Calvin Jeba. DenseExudatesNet: a novel approach for hard exudates detection in retinal images using deep learning. In: International Journal of Machine Learning and Cybernetics, 2024, in press. ISSN 1868-8071.
    2025: CHELLASWAMY, Pratheeba - RUFUS KAMALAM, Calvin Jeba Rufus Nehemiah. Attention-enhanced DeepRetiNet for robust hard exudates detection in diabetic retinopathy. In: Biomedical Signal Processing and Control, 2025, vol. 100, art. no. 106903. ISSN 1746-8094.
    2025: MATEEN, Muhammad - ZHU, Weifang - SHI, Fei - XIANG, Dehui - NIE, Baoqing - PENG, Tao - CHEN, Xinjian. The role of artificial intelligence in the diagnosis of diabetic retinopathy through retinal lesion features: a narrative review. In: Quantitative Imaging in Medicine and Surgery, 2025, Vol. 15, no. 5, pp. 4816-4846. ISSN 2223-4292.
    2025: PARPATHY, G. - KHILAR, Rashmita. Improved Precision Rate in Object Detection and Classification Using Novel Region-Based Convolutional Neural Networks Over K-Nearest Neighbor. In: AIP Conference Proceedings, 2025, Vol. 3270, no. 1, art. no. 020091. ISSN 0094-243X.
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