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U. Rajendra Acharya
Udyavara Rajendra Acharya
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2020 – today
- 2023
- [j415]Veena Mayya
, S. Sowmya Kamath
, Uma Kulkarni
, Divyalakshmi Kaiyoor Surya
, U. Rajendra Acharya
:
An empirical study of preprocessing techniques with convolutional neural networks for accurate detection of chronic ocular diseases using fundus images. Appl. Intell. 53(2): 1548-1566 (2023) - [j414]Prabal Datta Barua, Tugce Keles, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Caner Feyzi Demir, Hamido Fujita, Ru-San Tan, Chui Ping Ooi, U. Rajendra Acharya:
Automated EEG sentence classification using novel dynamic-sized binary pattern and multilevel discrete wavelet transform techniques with TSEEG database. Biomed. Signal Process. Control. 79(Part): 104055 (2023) - [j413]Ali Abbasian Ardakani
, Afshin Mohammadi, Mohammad Mirza-Aghazadeh-Attari, U. Rajendra Acharya:
An open-access breast lesion ultrasound image database: Applicable in artificial intelligence studies. Comput. Biol. Medicine 152: 106438 (2023) - [j412]T. Sunil Kumar
, Kandala N. V. P. S. Rajesh
, Shishir Maheswari
, Vivek Kanhangad, U. Rajendra Acharya:
Automated Schizophrenia detection using local descriptors with EEG signals. Eng. Appl. Artif. Intell. 117(Part): 105602 (2023) - [j411]Moloud Abdar
, Soorena Salari, Sina Qahremani, Hak-Keung Lam, Fakhri Karray
, Sadiq Hussain, Abbas Khosravi, U. Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi:
UncertaintyFuseNet: Robust uncertainty-aware hierarchical feature fusion model with Ensemble Monte Carlo Dropout for COVID-19 detection. Inf. Fusion 90: 364-381 (2023) - [j410]Gulay Tasci, Hui Wen Loh, Prabal Datta Barua, Mehmet Baygin, Burak Tasci, Sengul Dogan, Turker Tuncer, Elizabeth Emma Palmer, Ru San Tan, U. Rajendra Acharya:
Automated accurate detection of depression using twin Pascal's triangles lattice pattern with EEG Signals. Knowl. Based Syst. 260: 110190 (2023) - [j409]Moloud Abdar
, Mohammad Amin Fahami
, Leonardo Rundo
, Petia Radeva
, Alejandro F. Frangi
, U. Rajendra Acharya
, Abbas Khosravi
, Hak-Keung Lam
, Alexander Jung
, Saeid Nahavandi
:
Hercules: Deep Hierarchical Attentive Multilevel Fusion Model With Uncertainty Quantification for Medical Image Classification. IEEE Trans. Ind. Informatics 19(1): 274-285 (2023) - [i25]Mariam Zomorodi, Ismail Ghodsollahee, Pawel Plawiak, U. Rajendra Acharya:
RECOMMED: A Comprehensive Pharmaceutical Recommendation System. CoRR abs/2301.00280 (2023) - [i24]Thanveer Shaik, Xiaohui Tao, Niall Higgins, Lin Li, Raj Gururajan, Xujuan Zhou, U. Rajendra Acharya:
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges. CoRR abs/2301.10009 (2023) - 2022
- [j408]Omer Sadak, Ferhat Sadak, Özal Yildirim, Nicole M. Iverson, Rizwan Qureshi
, Muhammed Talo, Ooi Chui Ping, U. Rajendra Acharya, Sundaram Gunasekaran, Tanvir Alam
:
Electrochemical Biosensing and Deep Learning-Based Approaches in the Diagnosis of COVID-19: A Review. IEEE Access 10: 98633-98648 (2022) - [j407]Siddhaling Urolagin, Jagadish Nayak, U. Rajendra Acharya:
Gabor CNN Based Intelligent System for Visual Sentiment Analysis of Social Media Data on Cloud Environment. IEEE Access 10: 132455-132471 (2022) - [j406]Manish Sharma, Divyash Kumbhani
, Anuj Yadav, U. Rajendra Acharya:
Automated Sleep apnea detection using optimal duration-frequency concentrated wavelet-based features of pulse oximetry signals. Appl. Intell. 52(2): 1325-1337 (2022) - [j405]Hui Wen Loh
, Ooi Chui Ping
, Shivani Dhok
, Manish Sharma, Ankit A. Bhurane
, U. Rajendra Acharya
:
Automated detection of cyclic alternating pattern and classification of sleep stages using deep neural network. Appl. Intell. 52(3): 2903-2917 (2022) - [j404]Turker Tuncer, Sengul Dogan
, Mehmet Baygin, U. Rajendra Acharya:
Tetromino pattern based accurate EEG emotion classification model. Artif. Intell. Medicine 123: 102210 (2022) - [j403]Mehmet Baygin, Orhan Yaman
, Prabal Datta Barua, Sengül Dogan
, Turker Tuncer, U. Rajendra Acharya:
Exemplar Darknet19 feature generation technique for automated kidney stone detection with coronal CT images. Artif. Intell. Medicine 127: 102274 (2022) - [j402]Afshin Shoeibi
, Navid Ghassemi, Marjane Khodatars, Parisa Moridian, Roohallah Alizadehsani, Assef Zare, Abbas Khosravi, Abdulhamit Subasi
, U. Rajendra Acharya, Juan Manuel Górriz:
Detection of epileptic seizures on EEG signals using ANFIS classifier, autoencoders and fuzzy entropies. Biomed. Signal Process. Control. 73: 103417 (2022) - [j401]Joel E. W. Koh, Ooi Chui Ping
, Nikki S. J. Lim-Ashworth, Jahmunah Vicnesh, Hui Tian Tor
, Shu Lih Oh, Ru San Tan
, U. Rajendra Acharya, Daniel Shuen Sheng Fung:
Automated classification of attention deficit hyperactivity disorder and conduct disorder using entropy features with ECG signals. Comput. Biol. Medicine 140: 105120 (2022) - [j400]Manish Sharma
, Jay Darji, Madhav Thakrar, U. Rajendra Acharya:
Automated identification of sleep disorders using wavelet-based features extracted from electrooculogram and electromyogram signals. Comput. Biol. Medicine 143: 105224 (2022) - [j399]Hussain Mohammed Dipu Kabir
, Sadia Khanam, Fahime Khozeimeh, Abbas Khosravi, Subrota Kumar Mondal
, Saeid Nahavandi, U. Rajendra Acharya:
Aleatory-aware deep uncertainty quantification for transfer learning. Comput. Biol. Medicine 143: 105246 (2022) - [j398]Berna Ari
, Nebras Sobahi
, Ömer Faruk Alçin
, Abdulkadir Sengür
, U. Rajendra Acharya:
Accurate detection of autism using Douglas-Peucker algorithm, sparse coding based feature mapping and convolutional neural network techniques with EEG signals. Comput. Biol. Medicine 143: 105311 (2022) - [j397]Nebras Sobahi
, Abdulkadir Sengür
, Ru San Tan, U. Rajendra Acharya:
Attention-based 3D CNN with residual connections for efficient ECG-based COVID-19 detection. Comput. Biol. Medicine 143: 105335 (2022) - [j396]Manish Sharma
, Divyash Kumbhani
, Jainendra Tiwari
, T. Sudheer Kumar, U. Rajendra Acharya:
Automated detection of obstructive sleep apnea in more than 8000 subjects using frequency optimized orthogonal wavelet filter bank with respiratory and oximetry signals. Comput. Biol. Medicine 144: 105364 (2022) - [j395]Oliver Faust, Wanrong Hong, Hui Wen Loh
, Shuting Xu, Ru San Tan, Subrata Chakraborty
, Prabal Datta Barua
, Filippo Molinari, U. Rajendra Acharya:
Heart rate variability for medical decision support systems: A review. Comput. Biol. Medicine 145: 105407 (2022) - [j394]Hui Wen Loh, Ooi Chui Ping, Prabal Datta Barua, Elizabeth Emma Palmer, Filippo Molinari, U. Rajendra Acharya:
Automated detection of ADHD: Current trends and future perspective. Comput. Biol. Medicine 146: 105525 (2022) - [j393]V. Jahmunah, E. Y. K. Ng, Ru San Tan, Shu Lih Oh, U. Rajendra Acharya:
Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals. Comput. Biol. Medicine 146: 105550 (2022) - [j392]Delaram Sadeghi, Afshin Shoeibi
, Navid Ghassemi
, Parisa Moridian, Ali Khadem, Roohallah Alizadehsani, Mohammad Teshnehlab, Juan Manuel Górriz, Fahime Khozeimeh, Yu-Dong Zhang, Saeid Nahavandi, U. Rajendra Acharya:
An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works. Comput. Biol. Medicine 146: 105554 (2022) - [j391]Shruti Murarka
, Aditya Wadichar
, Ankit A. Bhurane
, Manish Sharma
, U. Rajendra Acharya
:
Automated classification of cyclic alternating pattern sleep phases in healthy and sleep-disordered subjects using convolutional neural network. Comput. Biol. Medicine 146: 105594 (2022) - [j390]Prabal Datta Barua, Mehdi Karasu
, Mehmet Ali Kobat, Yunus Balik, Tarik Kivrak, Mehmet Baygin, Sengül Dogan
, Fahrettin Burak Demir
, Türker Tuncer, Ru San Tan, U. Rajendra Acharya:
An accurate valvular heart disorders detection model based on a new dual symmetric tree pattern using stethoscope sounds. Comput. Biol. Medicine 146: 105599 (2022) - [j389]Afshin Shoeibi
, Parisa Moridian, Marjane Khodatars
, Navid Ghassemi, Mahboobeh Jafari, Roohallah Alizadehsani, Yinan Kong
, Juan Manuel Górriz, Javier Ramírez, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya:
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works. Comput. Biol. Medicine 149: 106053 (2022) - [j388]Shuting Xu, Oliver Faust, Silvia Seoni, Subrata Chakraborty, Prabal Datta Barua, Hui Wen Loh, Heather Elphick, Filippo Molinari, U. Rajendra Acharya:
A review of automated sleep disorder detection. Comput. Biol. Medicine 150: 106100 (2022) - [j387]Meghana Karri
, Chandra Sekhara Rao Annavarapu, U. Rajendra Acharya:
Explainable multi-module semantic guided attention based network for medical image segmentation. Comput. Biol. Medicine 151(Part): 106231 (2022) - [j386]Darius Nahavandi, Roohallah Alizadehsani
, Abbas Khosravi, U. Rajendra Acharya:
Application of artificial intelligence in wearable devices: Opportunities and challenges. Comput. Methods Programs Biomed. 213: 106541 (2022) - [j385]Ali Abbasian Ardakani
, Nathalie J. Bureau, Edward J. Ciaccio, U. Rajendra Acharya:
Interpretation of radiomics features-A pictorial review. Comput. Methods Programs Biomed. 215: 106609 (2022) - [j384]M. Maithri, U. Raghavendra, Anjan Gudigar, Jyothi Samanth, Prabal Datta Barua, Murugappan Murugappan
, Yashas Chakole, U. Rajendra Acharya:
Automated emotion recognition: Current trends and future perspectives. Comput. Methods Programs Biomed. 215: 106646 (2022) - [j383]Hui Wen Loh, Shuting Xu, Oliver Faust, Ooi Chui Ping
, Prabal Datta Barua, Subrata Chakraborty
, Ru San Tan, Filippo Molinari, U. Rajendra Acharya:
Application of photoplethysmography signals for healthcare systems: An in-depth review. Comput. Methods Programs Biomed. 216: 106677 (2022) - [j382]Ela Kaplan, Erman Altunisik, Yasemin Ekmekyapar Firat, Prabal Datta Barua, Sengul Dogan
, Mehmet Baygin, Fahrettin Burak Demir, Turker Tuncer, Elizabeth Palmer, Ru San Tan, Ping Yu
, Jeffrey Soar
, Hamido Fujita
, U. Rajendra Acharya:
Novel nested patch-based feature extraction model for automated Parkinson's Disease symptom classification using MRI images. Comput. Methods Programs Biomed. 224: 107030 (2022) - [j381]Hui Wen Loh, Chui Ping Ooi, Silvia Seoni, Prabal Datta Barua, Filippo Molinari, U. Rajendra Acharya:
Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011-2022). Comput. Methods Programs Biomed. 226: 107161 (2022) - [j380]M. Maithri
, Dhanush G. Ballal, Santhosh Kumar
, U. Raghavendra
, Anjan Gudigar, Wai-Yee Chan
, Shravya Macherla
, Ravindranath Vineetha, Pratibha Gopalkrishna
, Edward J. Ciaccio, U. Rajendra Acharya
:
Development of a Computational Tool for the Estimation of Alveolar Bone Loss in Oral Radiographic Images. Comput. 10(1): 8 (2022) - [j379]Hui Wen Loh
, Ooi Chui Ping
, Emrah Aydemir, Turker Tuncer, Sengül Dogan
, U. Rajendra Acharya:
Decision support system for major depression detection using spectrogram and convolution neural network with EEG signals. Expert Syst. J. Knowl. Eng. 39(3) (2022) - [j378]The-Hanh Pham, Oliver Faust
, Joel Koh En Wei, Edward J. Ciaccio, Prabal Datta Barua, Norlia Omar, Wei Lin Ng, Nazimah Ab Mumin
, Kartini Rahmat, U. Rajendra Acharya
:
Fusion of B-mode and shear wave elastography ultrasound features for automated detection of axillary lymph node metastasis in breast carcinoma. Expert Syst. J. Knowl. Eng. 39(5) (2022) - [j377]Roohallah Alizadehsani
, Mohamad Roshanzamir, Moloud Abdar, Adham Beykikhoshk, Abbas Khosravi, Saeid Nahavandi, Pawel Plawiak
, Ru San Tan
, U. Rajendra Acharya:
Hybrid genetic-discretized algorithm to handle data uncertainty in diagnosing stenosis of coronary arteries. Expert Syst. J. Knowl. Eng. 39(7) (2022) - [j376]Ankit A. Bhurane
, Shivani Dhok
, Manish Sharma
, Yuvaraj Rajamanickam, Murugappan Murugappan
, U. Rajendra Acharya:
Diagnosis of Parkinson's disease from electroencephalography signals using linear and self-similarity features. Expert Syst. J. Knowl. Eng. 39(7) (2022) - [j375]Erhan Akbal, Prabal Datta Barua, Sengül Dogan
, Turker Tuncer, U. Rajendra Acharya:
DesPatNet25: Data encryption standard cipher model for accurate automated construction site monitoring with sound signals. Expert Syst. Appl. 193: 116447 (2022) - [j374]Matthew R. Squires
, Xiaohui Tao
, Soman Elangovan, Raj Gururajan, Xujuan Zhou
, Udyavara Rajendra Acharya
:
A novel genetic algorithm based system for the scheduling of medical treatments. Expert Syst. Appl. 195: 116464 (2022) - [j373]Sengul Dogan
, Prabal Datta Barua, Huseyin Kutlu, Mehmet Baygin, Hamido Fujita
, Turker Tuncer, U. Rajendra Acharya:
Automated accurate fire detection system using ensemble pretrained residual network. Expert Syst. Appl. 203: 117407 (2022) - [j372]El-Sayed A. El-Dahshan
, Mahmoud M. Bassiouni
, Ahmed Hagag
, Ripon K. Chakrabortty
, Hui Wen Loh
, U. Rajendra Acharya
:
RESCOVIDTCNnet: A residual neural network-based framework for COVID-19 detection using TCN and EWT with chest X-ray images. Expert Syst. Appl. 204: 117410 (2022) - [j371]Erkan Deniz, Nebras Sobahi, Naaman Omar, Abdulkadir Sengür
, U. Rajendra Acharya:
Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset. Health Inf. Sci. Syst. 10(1): 31 (2022) - [j370]U. Raghavendra, Anjan Gudigar
, Tejaswi N. Rao, V. Rajinikanth
, Edward J. Ciaccio, Chai Hong Yeong
, Suresh Chandra Satapathy, Filippo Molinari, U. Rajendra Acharya:
Feature-versus deep learning-based approaches for the automated detection of brain tumor with magnetic resonance images: A comparative study. Int. J. Imaging Syst. Technol. 32(2): 501-516 (2022) - [j369]Vidhya V., U. Raghavendra
, Anjan Gudigar, Praneet Kasula
, Yashas Chakole, Ajay Hegde
, Girish Menon R, Ooi Chui Ping
, Edward J. Ciaccio, U. Rajendra Acharya
:
Automated Intracranial Hematoma Classification in Traumatic Brain Injury (TBI) Patients Using Meta-Heuristic Optimization Techniques. Informatics 9(1): 4 (2022) - [j368]Anjan Gudigar, U. Raghavendra
, Jyothi Samanth
, Akhila Vasudeva, Ashwal A. A. J., Krishnananda Nayak, Ru San Tan, Edward J. Ciaccio, Ooi Chui Ping
, Prabal Datta Barua
, Filippo Molinari
, U. Rajendra Acharya
:
Role of Four-Chamber Heart Ultrasound Images in Automatic Assessment of Fetal Heart: A Systematic Understanding. Informatics 9(2): 34 (2022) - [j367]Musab Coskun
, Özal Yildirim, Yakup Demir, U. Rajendra Acharya:
Efficient deep neural network model for classification of grasp types using sEMG signals. J. Ambient Intell. Humaniz. Comput. 13(9): 4437-4450 (2022) - [j366]Anjan Gudigar, U. Raghavendra
, Jyothi Samanth
, Chinmay Dharmik
, Mokshagna Rohit Gangavarapu, Krishnananda Nayak, Edward J. Ciaccio, Ru San Tan, Filippo Molinari
, U. Rajendra Acharya
:
Novel Hypertrophic Cardiomyopathy Diagnosis Index Using Deep Features and Local Directional Pattern Techniques. J. Imaging 8(4): 102 (2022) - [j365]Thanveer Basha Shaik
, Xiaohui Tao
, Niall Higgins
, Raj Gururajan, Yuefeng Li, Xujuan Zhou
, U. Rajendra Acharya:
FedStack: Personalized activity monitoring using stacked federated learning. Knowl. Based Syst. 257: 109929 (2022) - [j364]Türker Tuncer, Sengül Dogan
, Erhan Akbal, Abdullah Cicekli, U. Rajendra Acharya:
Development of accurate automated language identification model using polymer pattern and tent maximum absolute pooling techniques. Neural Comput. Appl. 34(6): 4875-4888 (2022) - [j363]Erhan Akbal, Prabal Datta Barua, Turker Tuncer, Sengul Dogan, U. Rajendra Acharya
:
Development of novel automated language classification model using pyramid pattern technique with speech signals. Neural Comput. Appl. 34(23): 21319-21333 (2022) - [j362]Ghazal Bargshady
, Xujuan Zhou, Prabal Datta Barua, Raj Gururajan, Yuefeng Li, U. Rajendra Acharya:
Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images. Pattern Recognit. Lett. 153: 67-74 (2022) - [j361]Mehmet Baygin
, Prabal Datta Barua
, Sengül Dogan
, Türker Tuncer
, Sefa Key, U. Rajendra Acharya
, Kang Hao Cheong
:
A Hand-Modeled Feature Extraction-Based Learning Network to Detect Grasps Using sEMG Signal. Sensors 22(5): 2007 (2022) - [j360]Zakaria Senousy
, Mohammed M. Abdelsamea
, Mohamed Medhat Gaber
, Moloud Abdar
, U. Rajendra Acharya
, Abbas Khosravi
, Saeid Nahavandi
:
MCUa: Multi-Level Context and Uncertainty Aware Dynamic Deep Ensemble for Breast Cancer Histology Image Classification. IEEE Trans. Biomed. Eng. 69(2): 818-829 (2022) - [i23]Michael J. Horry, Subrata Chakraborty, Biswajeet Pradhan, Manoranjan Paul, Jing Zhu, Hui Wen Loh, Prabal Datta Barua, U. Rajendra Acharya:
Debiasing pipeline improves deep learning model generalization for X-ray based lung nodule detection. CoRR abs/2201.09563 (2022) - [i22]Javad Hassannataj Joloudari, Roohallah Alizadehsani, Issa Nodehi, Sanaz Mojrian, Fatemeh Fazl, Sahar Khanjani Shirkharkolaie, Hussain Mohammed Dipu Kabir, Ru San Tan, U. Rajendra Acharya:
Resource allocation optimization using artificial intelligence methods in various computing paradigms: A Review. CoRR abs/2203.12315 (2022) - [i21]Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Parisa Moridian, Abbas Khosravi, Assef Zare, Juan Manuel Górriz, Amir Hossein Chale-Chale, Ali Khadem, U. Rajendra Acharya:
Automatic Diagnosis of Schizophrenia and Attention Deficit Hyperactivity Disorder in rs-fMRI Modality using Convolutional Autoencoder Model and Interval Type-2 Fuzzy Regression. CoRR abs/2205.15858 (2022) - [i20]Parisa Moridian, Navid Ghassemi, Mahboobeh Jafari, Salam Salloum-Asfar
, Delaram Sadeghi, Marjane Khodatars, Afshin Shoeibi, Abbas Khosravi, Sai Ho Ling, Abdulhamit Subasi, Sara A. Abdulla, Roohallah Alizadehsani, Juan Manuel Górriz, U. Rajendra Acharya:
Automatic Autism Spectrum Disorder Detection Using Artificial Intelligence Methods with MRI Neuroimaging: A Review. CoRR abs/2206.11233 (2022) - [i19]Thanveer Basha Shaik, Xiaohui Tao, Niall Higgins, Raj Gururajan, Yuefeng Li, Xujuan Zhou, U. Rajendra Acharya:
FedStack: Personalized activity monitoring using stacked federated learning. CoRR abs/2209.13080 (2022) - [i18]Bartosz Grabowski, Przemyslaw Glomb, Wojciech Masarczyk, Pawel Plawiak, Özal Yildirim, U. Rajendra Acharya, Ru San Tan:
Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks. CoRR abs/2210.14253 (2022) - [i17]Mahboobeh Jafari, Afshin Shoeibi, Navid Ghassemi, Jónathan Heras, Abbas Khosravi, Sai Ho Ling, Roohallah Alizadehsani, Amin Beheshti, Yu-Dong Zhang, Shui-Hua Wang, Juan Manuel Górriz, U. Rajendra Acharya, Hamid Alinejad-Rokny:
Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence. CoRR abs/2210.14611 (2022) - [i16]Mahboobeh Jafari, Afshin Shoeibi, Marjane Khodatars, Navid Ghassemi, Parisa Moridian, Niloufar Delfan, Roohallah Alizadehsani, Abbas Khosravi, Sai Ho Ling, Yu-Dong Zhang, Shui-Hua Wang, Juan Manuel Górriz, Hamid Alinejad-Rokny, U. Rajendra Acharya:
Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review. CoRR abs/2210.14909 (2022) - 2021
- [j359]Emrah Aydemir, Türker Tuncer, Sengül Dogan
, Raj Gururajan, U. Rajendra Acharya:
Automated major depressive disorder detection using melamine pattern with EEG signals. Appl. Intell. 51(9): 6449-6466 (2021) - [j358]Massimo Salvi
, Martino Bosco, Luca Molinaro, Alessandro Gambella
, Mauro Papotti, U. Rajendra Acharya, Filippo Molinari:
A hybrid deep learning approach for gland segmentation in prostate histopathological images. Artif. Intell. Medicine 115: 102076 (2021) - [j357]Sengül Dogan
, Erhan Akbal
, Türker Tuncer, U. Rajendra Acharya:
Application of substitution box of present cipher for automated detection of snoring sounds. Artif. Intell. Medicine 117: 102085 (2021) - [j356]Deepak Ranjan Nayak
, Dibyasundar Das, Banshidhar Majhi, Sulatha V. Bhandary, U. Rajendra Acharya:
ECNet: An evolutionary convolutional network for automated glaucoma detection using fundus images. Biomed. Signal Process. Control. 67: 102559 (2021) - [j355]Danial Sharifrazi, Roohallah Alizadehsani
, Mohamad Roshanzamir, Javad Hassannataj Joloudari
, Afshin Shoeibi
, Mahboobeh Jafari, Sadiq Hussain
, Zahra Alizadeh Sani, Fereshteh Hasanzadeh, Fahime Khozeimeh, Abbas Khosravi
, Saeid Nahavandi, Maryam Panahiazar, Assef Zare
, Sheikh Mohammed Shariful Islam
, U. Rajendra Acharya:
Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images. Biomed. Signal Process. Control. 68: 102622 (2021) - [j354]Anjan Gudigar, U. Raghavendra, Jyothi Samanth, Mokshagna Rohit Gangavarapu, Abhilash Kudva, Ganesh Paramasivam, Krishnananda Nayak, Ru San Tan
, Filippo Molinari, Edward J. Ciaccio, U. Rajendra Acharya:
Automated detection of chronic kidney disease using image fusion and graph embedding techniques with ultrasound images. Biomed. Signal Process. Control. 68: 102733 (2021) - [j353]Murtadha Kareem
, Ningrong Lei
, Ali Ali, Edward J. Ciaccio, U. Rajendra Acharya, Oliver Faust:
A review of patient-led data acquisition for atrial fibrillation detection to prevent stroke. Biomed. Signal Process. Control. 69: 102818 (2021) - [j352]Yam Meng Chan
, E. Y. K. Ng, V. Jahmunah, Joel E. W. Koh, Shu Lih Oh, Wei Shan Han, Leonard W. L. Yip, U. Rajendra Acharya:
Automated detection of glaucoma using elongated quinary patterns technique with optical coherence tomography angiogram images. Biomed. Signal Process. Control. 69: 102895 (2021) - [j351]Mehmet Baygin
, Orhan Yaman
, Türker Tuncer, Sengül Dogan
, Prabal Datta Barua, U. Rajendra Acharya:
Automated accurate schizophrenia detection system using Collatz pattern technique with EEG signals. Biomed. Signal Process. Control. 70: 102936 (2021) - [j350]Roohallah Alizadehsani
, Abbas Khosravi, Mohamad Roshanzamir, Moloud Abdar, Nizal Sarrafzadegan, Davood Shafie, Fahime Khozeimeh, Afshin Shoeibi
, Saeid Nahavandi, Maryam Panahiazar, Andrew Bishara, Ramin E. Beygui, Rishi Puri, Samir Kapadia, Ru San Tan
, U. Rajendra Acharya:
Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991-2020. Comput. Biol. Medicine 128: 104095 (2021) - [j349]Massimo Salvi
, U. Rajendra Acharya, Filippo Molinari, Kristen M. Meiburger
:
The impact of pre- and post-image processing techniques on deep learning frameworks: A comprehensive review for digital pathology image analysis. Comput. Biol. Medicine 128: 104129 (2021) - [j348]Manish Sharma
, Harsh S. Dhiman
, U. Rajendra Acharya:
Automatic identification of insomnia using optimal antisymmetric biorthogonal wavelet filter bank with ECG signals. Comput. Biol. Medicine 131: 104246 (2021) - [j347]Daksh Maheshwari
, Samit Kumar Ghosh
, R. K. Tripathy, Manish Sharma
, U. Rajendra Acharya:
Automated accurate emotion recognition system using rhythm-specific deep convolutional neural network technique with multi-channel EEG signals. Comput. Biol. Medicine 134: 104428 (2021) - [j346]V. Jahmunah, E. Y. K. Ng
, Ru San Tan, U. Rajendra Acharya:
Automated detection of coronary artery disease, myocardial infarction and congestive heart failure using GaborCNN model with ECG signals. Comput. Biol. Medicine 134: 104457 (2021) - [j345]Mehmet Baygin, Sengül Dogan
, Türker Tuncer, Prabal Datta Barua, Oliver Faust, N. Arunkumar, Enas W. Abdulhay, Elizabeth Emma Palmer, U. Rajendra Acharya:
Automated ASD detection using hybrid deep lightweight features extracted from EEG signals. Comput. Biol. Medicine 134: 104548 (2021) - [j344]Moloud Abdar
, Maryam Samami, Sajjad Dehghani Mahmoodabad, Thang Doan, Bogdan Mazoure, Reza Hashemifesharaki, Li Liu, Abbas Khosravi
, U. Rajendra Acharya, Vladimir Makarenkov
, Saeid Nahavandi:
Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning. Comput. Biol. Medicine 135: 104418 (2021) - [j343]Kadir Yildirim, Pinar Gundogan Bozdag, Muhammed Talo, Özal Yildirim, Murat Karabatak, U. Rajendra Acharya:
Deep learning model for automated kidney stone detection using coronal CT images. Comput. Biol. Medicine 135: 104569 (2021) - [j342]Afshin Shoeibi
, Marjane Khodatars, Mahboobeh Jafari, Parisa Moridian, Mitra Rezaei, Roohallah Alizadehsani
, Fahime Khozeimeh, Juan Manuel Górriz, Jónathan Heras, Maryam Panahiazar, Saeid Nahavandi, U. Rajendra Acharya:
Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review. Comput. Biol. Medicine 136: 104697 (2021) - [j341]Tejas Radhakrishnan
, Jay Karhade
, Samit Kumar Ghosh
, Priya Ranjan Muduli
, R. K. Tripathy
, U. Rajendra Acharya:
AFCNNet: Automated detection of AF using chirplet transform and deep convolutional bidirectional long short term memory network with ECG signals. Comput. Biol. Medicine 137: 104783 (2021) - [j340]Sameena Pathan, P. C. Siddalingaswamy, Preetham Kumar
, Manohara Pai M. M., Tanweer Ali
, U. Rajendra Acharya:
Novel ensemble of optimized CNN and dynamic selection techniques for accurate Covid-19 screening using chest CT images. Comput. Biol. Medicine 137: 104835 (2021) - [j339]Prabal Datta Barua, Sengül Dogan
, Türker Tuncer, Mehmet Baygin
, U. Rajendra Acharya:
Novel automated PD detection system using aspirin pattern with EEG signals. Comput. Biol. Medicine 137: 104841 (2021) - [j338]Abdullah Dogan, Merve Akay, Prabal Datta Barua, Mehmet Baygin, Sengül Dogan
, Türker Tuncer, Ali Hikmet Dogru
, U. Rajendra Acharya:
PrimePatNet87: Prime pattern and tunable q-factor wavelet transform techniques for automated accurate EEG emotion recognition. Comput. Biol. Medicine 138: 104867 (2021) - [j337]Marjane Khodatars
, Afshin Shoeibi
, Delaram Sadeghi
, Navid Ghaasemi, Mahboobeh Jafari
, Parisa Moridian, Ali Khadem, Roohallah Alizadehsani
, Assef Zare, Yinan Kong, Abbas Khosravi, Saeid Nahavandi, Sadiq Hussain, U. Rajendra Acharya, Michael Berk:
Deep learning for neuroimaging-based diagnosis and rehabilitation of Autism Spectrum Disorder: A review. Comput. Biol. Medicine 139: 104949 (2021) - [j336]Hui Tian Tor, Ooi Chui Ping
, Nikki S. J. Lim-Ashworth
, Joel Koh En Wei, V. Jahmunah, Shu Lih Oh, U. Rajendra Acharya, Daniel Shuen Sheng Fung:
Automated detection of conduct disorder and attention deficit hyperactivity disorder using decomposition and nonlinear techniques with EEG signals. Comput. Methods Programs Biomed. 200: 105941 (2021) - [j335]Sajad Mousavi
, Fatemeh Afghah, Fatemeh Khadem, U. Rajendra Acharya:
ECG Language processing (ELP): A new technique to analyze ECG signals. Comput. Methods Programs Biomed. 202: 105959 (2021) - [j334]Joel Koh En Wei, Simona De Michele
, K. Vidya Sudarshan, V. Jahmunah, Edward J. Ciaccio, Ooi Chui Ping
, Raj Gururajan, Rashmi Gururajan, Shu Lih Oh, Suzanne K. Lewis, Peter H. R. Green, Govind Bhagat
, U. Rajendra Acharya:
Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach. Comput. Methods Programs Biomed. 203: 106010 (2021) - [j333]Subbhuraam Vinitha Sree, Rob Royea, Kevin J. Buckman, Matt Benardis, Jim Holmes, Ronald L. Fletcher, Eyk Ng, U. Rajendra Acharya, Joshua D. I. Ellenhorn:
Corrigendum to 'An Introduction to the Cyrcadia Breast Monitor: A Wearable Breast Health Monitoring Device'[Computer Methods and Programs in Biomedicine 197: 105758]. Comput. Methods Programs Biomed. 205: 106118 (2021) - [j332]Prabal Datta Barua
, Wai-Yee Chan
, Sengül Dogan
, Mehmet Baygin
, Türker Tuncer
, Edward J. Ciaccio, Nazrul Islam, Kang Hao Cheong
, Zakia Sultana Shahid, U. Rajendra Acharya
:
Multilevel Deep Feature Generation Framework for Automated Detection of Retinal Abnormalities Using OCT Images. Entropy 23(12): 1651 (2021) - [j331]Mariam Zomorodi Moghadam
, Moloud Abdar
, Zohreh Davarzani, Xujuan Zhou, Pawel Plawiak
, U. Rajendra Acharya:
Hybrid particle swarm optimization for rule discovery in the diagnosis of coronary artery disease. Expert Syst. J. Knowl. Eng. 38(1) (2021) - [j330]Mohamed Hammad
, Pawel Plawiak
, Kuanquan Wang, Udyavara Rajendra Acharya:
ResNet-Attention model for human authentication using ECG signals. Expert Syst. J. Knowl. Eng. 38(6) (2021) - [j329]U. Raghavendra, Anjan Gudigar
, Edward J. Ciaccio, Kwan Hoong Ng, Wai-Yee Chan, Kartini Rahmat, U. Rajendra Acharya:
2DSM vs FFDM: A computeraided diagnosis based comparative study for the early detection of breast cancer. Expert Syst. J. Knowl. Eng. 38(6) (2021) - [j328]Oliver Faust, U. Rajendra Acharya:
Automated classification of five arrhythmias and normal sinus rhythm based on RR interval signals. Expert Syst. Appl. 181: 115031 (2021) - [j327]Türker Tuncer, Sengül Dogan
, U. Rajendra Acharya:
Automated EEG signal classification using chaotic local binary pattern. Expert Syst. Appl. 182: 115175 (2021) - [j326]Can Haktan Karadal, Muhammed Cagri Kaya
, Türker Tuncer, Sengül Dogan
, U. Rajendra Acharya:
Automated classification of remote sensing images using multileveled MobileNetV2 and DWT techniques. Expert Syst. Appl. 185: 115659 (2021) - [j325]Mohammad Ehsan Basiri
, Shahla Nemati, Moloud Abdar
, Erik Cambria
, U. Rajendra Acharya
:
ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis. Future Gener. Comput. Syst. 115: 279-294 (2021) - [j324]