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Kaplan, Ela and Chan, Wai Yee and Dogan, Sengul and Barua, Prabal D. and Bulut, Haci Taner and Tuncer, Turker and Cizik, Mert and Tan, Ru-San and Acharya, U. Rajendra (2022) Automated BI-RADS classification of lesions using pyramid triple deep feature generator technique on breast ultrasound images. Medical Engineering & Physics, 108. ISSN 1350-4533, DOI https://doi.org/10.1016/j.medengphy.2022.103895.
Barua, Prabal Datta and Baygin, Nursena and Dogan, Sengul and Baygin, Mehmet and Arunkumar, N. and Fujita, Hamido and Tuncer, Turker and Tan, Ru-San and Palmer, Elizabeth and Bin Azizan, Muhammad Mokhzaini and Kadri, Nahrizul Adib and Acharya, U. Rajendra (2022) Automated detection of pain levels using deep feature extraction from shutter blinds-based dynamic-sized horizontal patches with facial images. Scientific Reports, 12 (1). ISSN 2045-2322, DOI https://doi.org/10.1038/s41598-022-21380-4.
Homayoun, Hassan and Chan, Wai Yee and Kuzan, Taha Yusuf and Leong, Wai Ling and Altintoprak, Kubra Murzoglu and Mohammadi, Afshin and Vijayananthan, Anushya and Rahmat, Kartini and Leong, Sook Sam and Mirza-Aghazadeh-Attarif, Mohammad and Ejtehadifard, Sajjad and Faeghi, Fariborz and Acharya, U. Rajendra and Ardakani, Ali Abbasian (2022) Applications of machine-learning algorithms for prediction of benign and malignant breast lesions using ultrasound radiomics signatures: A multi-center study. Biocybernetics and Biomedical Engineering, 42 (3). pp. 921-933. ISSN 0208-5216, DOI https://doi.org/10.1016/j.bbe.2022.07.004.
Sudarshan, Vidya K. and Raghavendra, U. and Gudigar, Anjan and Ciaccio, Edward J. and Vijayananthan, Anushya and Sahathevan, Ramesh and Acharya, U. Rajendra (2022) Assessment of CT for the categorization of hemorrhagic stroke (HS) and cerebral amyloid angiopathy hemorrhage (CAAH): A review. Biocybernetics and Biomedical Engineering, 42 (3). pp. 888-901. ISSN 0208-5216, DOI https://doi.org/10.1016/j.bbe.2022.07.001.
Pham, The-Hanh and Faust, Oliver and Koh, Joel En Wei and Ciaccio, Edward J. and Barua, Prabal D. and Omar, Norlia and Ng, Wei Lin and Ab Mumin, Nazimah and Rahmat, Kartini and Acharya, U. Rajendra (2022) Fusion of B-mode and shear wave elastography ultrasound features for automated detection of axillary lymph node metastasis in breast carcinoma. Expert Systems, 39 (5, SI). ISSN 0266-4720, DOI https://doi.org/10.1111/exsy.12947.
Barua, Prabal Datta and Vicnesh, Jahmunah and Gururajan, Raj and Oh, Shu Lih and Palmer, Elizabeth and Azizan, Muhammad Mokhzaini and Kadri, Nahrizul Adib and Acharya, U. Rajendra (2022) Artificial intelligence enabled personalised assistive tools to enhance education of children with neurodevelopmental disorders-a review. International Journal of Environmental Research and Public Health, 19 (3). ISSN 1660-4601, DOI https://doi.org/10.3390/ijerph19031192.
Kora, Padmavathi and Ooi, Chui Ping and Faust, Oliver and Raghavendra, U. and Gudigar, Anjan and Chan, Wai Yee and Meenakshi, K. and Swaraja, K. and Plawiak, Pawel and Acharya, U. Rajendra (2022) Transfer learning techniques for medical image analysis: A review. Biocybernetics and Biomedical Engineering, 42 (1). pp. 79-107. ISSN 0208-5216, DOI https://doi.org/10.1016/j.bbe.2021.11.004.
Maithri, M. and Ballal, Dhanush G. and Kumar, Santhosh and Raghavendra, U. and Gudigar, Anjan and Chan, Wai Yee and Macherla, Shravya and Vineetha, Ravindranath and Gopalkrishna, Pratibha and Ciaccio, Edward J. and Acharya, U. Rajendra (2022) Development of a computational tool for the estimation of alveolar bone loss in oral radiographic images. Computation, 10 (1). ISSN 2079-3197, DOI https://doi.org/10.3390/computation10010008.
Barua, Prabal Datta and Chan, Wai Yee and Dogan, Sengul and Baygin, Mehmet and Tuncer, Turker and Ciaccio, Edward J. and Islam, Nazrul and Cheong, Kang Hao and Shahid, Zakia Sultana and Acharya, U. Rajendra (2021) Multilevel deep feature generation framework for automated detection of retinal abnormalities using OCT images. Entropy, 23 (12). ISSN 1099-4300, DOI https://doi.org/10.3390/e23121651.
Gudigar, Anjan and Raghavendra, Udupi and Nayak, Sneha and Ooi, Chui Ping and Chan, Wai Yee and Gangavarapu, Mokshagna Rohit and Dharmik, Chinmay and Samanth, Jyothi and Kadri, Nahrizul Adib and Hasikin, Khairunnisa and Barua, Prabal Datta and Chakraborty, Subrata and Ciaccio, Edward J. and Acharya, U. Rajendra (2021) Role of artificial intelligence in COVID-19 detection. Sensors, 21 (23). ISSN 1424-8220, DOI https://doi.org/10.3390/s21238045.
Inamdar, Mahesh Anil and Raghavendra, Udupi and Gudigar, Anjan and Chakole, Yashas and Hegde, Ajay and Menon, Girish R. and Barua, Prabal and Palmer, Elizabeth Emma and Cheong, Kang Hao and Chan, Wai Yee and Ciaccio, Edward J. and Acharya, U. Rajendra (2021) A review on computer aided diagnosis of acute brain stroke. Sensors, 21 (24). ISSN 1424-8220, DOI https://doi.org/10.3390/s21248507.
Raghavendra, U. and Gudigar, Anjan and Ciaccio, Edward J. and Ng, Kwan Hoong and Chan, Wai Yee and Rahmat, Kartini and Acharya, U. Rajendra (2021) 2DSM vs FFDM: A computeraided diagnosis based comparative study for the early detection of breast cancer. Expert Systems, 38 (6). ISSN 0266-4720, DOI https://doi.org/10.1111/exsy.12474.
Barua, Prabal Datta and Muhammad Gowdh, Nadia Fareeda and Rahmat, Kartini and Ramli, Norlisah and Ng, Wei Lin and Chan, Wai Yee and Kuluozturk, Mutlu and Dogan, Sengul and Baygin, Mehmet and Yaman, Orhan and Tuncer, Turker and Wen, Tao and Cheong, Kang Hao and Acharya, U. Rajendra (2021) Automatic COVID-19 detection using exemplar hybrid deep features with x-ray images. International Journal of Environmental Research and Public Health, 18 (15). ISSN 1660-4601, DOI https://doi.org/10.3390/ijerph18158052.
Kareem, Murtadha and Lei, Ningrong and Ali, Ali and Ciaccio, Edward J. and Acharya, U. Rajendra and Faust, Oliver (2021) A review of patient-led data acquisition for atrial fibrillation detection to prevent stroke. Biomedical Signal Processing and Control, 69. ISSN 1746-8094, DOI https://doi.org/10.1016/j.bspc.2021.102818.
Jahmunah, Vicnesh and Sudarshan, Vidya K. and Oh, Shu Lih and Gururajan, Raj and Gururajan, Rashmi and Zhou, Xujuan and Tao, Xiaohui and Faust, Oliver and Ciaccio, Edward J. and Ng, Kwan Hoong and Acharya, U. Rajendra (2021) Future IoT tools for COVID-19 contact tracing and prediction: A review of the state-of-the-science. International Journal of Imaging Systems and Technology, 31 (2). pp. 455-471. ISSN 0899-9457, DOI https://doi.org/10.1002/ima.22552.
Pham, The-Hanh and Raghavendra, U. and Koh, Joel En Wei and Gudigar, Anjan and Chan, Wai Yee and Hamid, Marlina Tanty Ramli and Rahmat, Kartini and Fadzli, Farhana and Ng, Kwan Hoong and Ooi, Chui Ping and Ciaccio, Edward J. and Fujita, Hamido and Acharya, U. Rajendra (2021) Development of breast papillary index for differentiation of benign and malignant lesions using ultrasound images. Journal of Ambient Intelligence and Humanized Computing, 12 (2). pp. 2121-2129. ISSN 1868-5137, DOI https://doi.org/10.1007/s12652-020-02310-6.
Oh, Shu Lih and Jahmunah, V. and Arunkumar, N. and Abdulhay, Enas W. and Gururajan, Raj and Nahrizul Adib, Kadri and Ciaccio, Edward J. and Cheong, Kang Hao and Acharya, U. Rajendra (2021) A novel automated autism spectrum disorder detection system. Complex & Intelligent Systems, 7 (5). pp. 2399-2413. ISSN 2199-4536, DOI https://doi.org/10.1007/s40747-021-00408-8.
Acharya, U. Rajendra and Meiburger, Kristen M. and Koh, Joel En Wei and Hagiwara, Yuki and Oh, Shu Lih and Leong, Sook Sam and Ciaccio, Edward J. and Wong, Jeannie Hsiu Ding and Shah, Mohammad Nazri Md and Molinari, Filippo and Ng, Kwan Hoong (2020) Automated detection of chronic kidney disease using higher-order features and elongated quinary patterns from B-mode ultrasound images. Neural Computing & Applications, 32 (15). pp. 11163-11172. ISSN 0941-0643, DOI https://doi.org/10.1007/s00521-019-04025-y.
Sharma, Manish and Patel, Sohamkumar and Choudhary, Siddhant and Acharya, U. Rajendra (2020) Automated detection of sleep stages using energy-localized orthogonal wavelet filter banks. Arabian Journal for Science and Engineering, 45 (4). pp. 2531-2544. ISSN 2193-567X, DOI https://doi.org/10.1007/s13369-019-04197-8.
Mugasa, Hatwib and Dua, Sumeet and Koh, Joel E. W. and Hagiwara, Yuki and Lih, Oh Shu and Madla, Chakri and Kongmebhol, Pailin and Ng, Kwan Hoong and Acharya, U. Rajendra (2020) An adaptive feature extraction model for classification of thyroid lesions in ultrasound images. Pattern Recognition Letters, 131. pp. 463-473. ISSN 0167-8655, DOI https://doi.org/10.1016/j.patrec.2020.02.009.
Acharya, U. Rajendra and Meiburger, Kristen Mariko and Wei Koh, Joel En and Vicnesh, Jahmunah and Ciaccio, Edward J. and Shu Lih, Oh and Tan, Sock Keow and Raja Aman, Raja Rizal Azman and Molinari, Filippo and Ng, Kwan Hoong (2019) Automated plaque classification using computed tomography angiography and Gabor transformations. Artificial Intelligence in Medicine, 100. p. 101724. ISSN 0933-3657, DOI https://doi.org/10.1016/j.artmed.2019.101724.
Acharya, U. Rajendra and Meiburger, Kristen M. and Wei Koh, Joel En and Ciaccio, Edward J. and Arunkumar, N. and See, Mee Hoong and Mohd Taib, Nur Aishah and Vijayananthan, Anushya and Rahmat, Kartini and Fadzli, Farhana and Leong, Sook Sam and Westerhout, Caroline Judy and Chantre-Astaiza, Angela and Ramirez-Gonzalez, Gustavo (2019) A Novel Algorithm for Breast Lesion Detection Using Textons and Local Configuration Pattern Features With Ultrasound Imagery. IEEE Access, 7. pp. 22829-22842. ISSN 2169-3536, DOI https://doi.org/10.1109/ACCESS.2019.2898121.
Acharya, U. Rajendra and Raghavendra, U. and Koh, Joel En Wei and Meiburger, Kristen Mariko and Ciaccio, Edward J. and Hagiwara, Yuki and Molinari, Filippo and Wai, Ling Leong and Vijayananthan, Anushya and Yaakup, Nur Adura and Mohd Fabell, Mohd Kamil and Chai, Hong Yeong (2018) Automated detection and classification of liver fibrosis stages using contourlet transform and nonlinear features. Computer Methods and Programs in Biomedicine, 166. pp. 91-98. ISSN 0169-2607, DOI https://doi.org/10.1016/j.cmpb.2018.10.006.
Acharya, U. Rajendra and Koh, Joel En Wei and Hagiwara, Yuki and Tan, Jen Hong and Gertych, Arkadiusz and Vijayananthan, Anushya and Yaakup, Nur Adura and Abdullah, Basri Johan Jeet and Mohd Fabell, Mohd Kamil and Yeong, Chai Hong (2018) Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features. Computers in Biology and Medicine, 94. pp. 11-18. ISSN 0010-4825, DOI https://doi.org/10.1016/j.compbiomed.2017.12.024.
Raghavendra, U. and Gudigar, Anjan and Maithri, Mangalore and Gertych, Arkadiusz and Meiburger, Kristen Mariko and Yeong, Chai Hong and Madla, Chakri and Kongmebhol, Pailin and Molinari, Filippo and Ng, Kwan Hoong and Acharya, U. Rajendra (2018) Optimized multi-level elongated quinary patterns for the assessment of thyroid nodules in ultrasound images. Computers in Biology and Medicine, 95. pp. 55-62. ISSN 0010-4825, DOI https://doi.org/10.1016/j.compbiomed.2018.02.002.
Acharya, U. Rajendra and Akter, Ayesha and Chowriappa, Pradeep and Dua, Sumeet and Raghavendra, U. and Koh, Joel E. W. and Tan, Jen Hong and Leong, Sook Sam and Vijayananthan, Anushya and Hagiwara, Yuki and Ramli, Marlina Tanty and Ng, Kwan Hoong (2018) Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework. International Journal of Fuzzy Systems, 20 (4). pp. 1385-1402. ISSN 1562-2479, DOI https://doi.org/10.1007/s40815-018-0456-9.
Yildirim, Ozal and Tan, Ru San and Acharya, U. Rajendra (2018) An efficient compression of ECG signals using deep convolutional autoencoders. Cognitive Systems Research, 52. pp. 198-211. ISSN 1389-0417, DOI https://doi.org/10.1016/j.cogsys.2018.07.004.
