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U. Rajendra Acharya
Udyavara Rajendra Acharya
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2020 – today
- 2023
- [j440]Neethu Mohan
, S. Sachin Kumar
, K. P. Soman, V. G. Sujadevi, Prabaharan Poornachandran, U. Rajendra Acharya:
A Data-Driven Hybrid Methodology Using Randomized Low-Rank DMD Approximation and Flat-Top FIR Filter for Voltage Fluctuations Monitoring in Grid-Connected Distributed Generation Systems. IEEE Access 11: 39228-39242 (2023) - [j439]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) - [j438]Joshua Sheehy, Hamish Rutledge, U. Rajendra Acharya, Hui Wen Loh, Raj Gururajan, Xiaohui Tao, Xujuan Zhou, Yuefeng Li, Tiana Gurney, Srinivas Kondalsamy-Chennakesavan:
Gynecological cancer prognosis using machine learning techniques: A systematic review of the last three decades (1990-2022). Artif. Intell. Medicine 139: 102536 (2023) - [j437]Matthew R. Squires, Xiaohui Tao, Soman Elangovan, Raj Gururajan, Xujuan Zhou, U. Rajendra Acharya, Yuefeng Li:
Deep learning and machine learning in psychiatry: a survey of current progress in depression detection, diagnosis and treatment. Brain Informatics 10(1): 10 (2023) - [j436]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) - [j435]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) - [j434]V. Jahmunah, Sylvia Chen
, Shu Lih Oh, U. Rajendra Acharya, Balram Chowbay
:
Automated warfarin dose prediction for Asian, American, and Caucasian populations using a deep neural network. Comput. Biol. Medicine 153: 106548 (2023) - [j433]Smith K. Khare
, U. Rajendra Acharya:
An explainable and interpretable model for attention deficit hyperactivity disorder in children using EEG signals. Comput. Biol. Medicine 155: 106676 (2023) - [j432]Fahime Khozeimeh, Roohallah Alizadehsani
, Milad Shirani
, Mehrzad Tartibi, Afshin Shoeibi, Hamid Alinejad-Rokny
, Chandrashekhar Harlapur, Sayed Javed Sultanzadeh, Abbas Khosravi, Saeid Nahavandi, Ru San Tan, U. Rajendra Acharya:
ALEC: Active learning with ensemble of classifiers for clinical diagnosis of coronary artery disease. Comput. Biol. Medicine 158: 106841 (2023) - [j431]V. Jahmunah
, E. Y. K. Ng
, Ru San Tan, Shu Lih Oh, U. Rajendra Acharya:
Uncertainty quantification in DenseNet model using myocardial infarction ECG signals. Comput. Methods Programs Biomed. 229: 107308 (2023) - [j430]Oliver Faust
, Simona De Michele
, Joel E. W. Koh, V. Jahmunah
, Shu Lih Oh, Aditya P. Kamath
, Prabal Datta Barua, Edward J. Ciaccio, Suzanne K. Lewis, Peter H. R. Green, Govind Bhagat
, U. Rajendra Acharya:
Automated analysis of small intestinal lamina propria to distinguish normal, Celiac Disease, and Non-Celiac Duodenitis biopsy images. Comput. Methods Programs Biomed. 230: 107320 (2023) - [j429]Meghana Karri, Chandra Sekhara Rao Annavarapu, U. Rajendra Acharya:
Skin lesion segmentation using two-phase cross-domain transfer learning framework. Comput. Methods Programs Biomed. 231: 107408 (2023) - [j428]Manish Sharma, Harsh Lodhi, Rishita Yadav, Heather Elphick, U. Rajendra Acharya:
Computerized detection of cyclic alternating patterns of sleep: A new paradigm, future scope and challenges. Comput. Methods Programs Biomed. 235: 107471 (2023) - [j427]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) - [j426]Tugce Keles, Arif Metehan Yildiz, Prabal Datta Barua, Sengul Dogan
, Mehmet Baygin, Turker Tuncer, Caner Feyzi Demir, Edward J. Ciaccio, U. Rajendra Acharya:
A new one-dimensional testosterone pattern-based EEG sentence classification method. Eng. Appl. Artif. Intell. 119: 105722 (2023) - [j425]Prabal Datta Barua
, Arif Metehan Yildiz, Nida Canpolat, Tugce Keles
, Sengul Dogan
, Mehmet Baygin, Ilknur Tuncer, Turker Tuncer, Ru San Tan
, Hamido Fujita, U. Rajendra Acharya:
An accurate automated speaker counting architecture based on James Webb Pattern. Eng. Appl. Artif. Intell. 119: 105821 (2023) - [j424]U. Raghavendra, Anjan Gudigar, Yashas Chakole, Praneet Kasula, Subha D. Puthankattil, Nahrizul Adib Kadri, Edward J. Ciaccio, U. Rajendra Acharya:
Automated detection and screening of depression using continuous wavelet transform with electroencephalogram signals. Expert Syst. J. Knowl. Eng. 40(4) (2023) - [j423]Manish Sharma, Sohamkumar Patel, U. Rajendra Acharya:
Expert system for detection of congestive heart failure using optimal wavelet and heart rate variability signals for wireless cloud-based environment. Expert Syst. J. Knowl. Eng. 40(4) (2023) - [j422]Arif Metehan Yildiz, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Chui Ping Ooi, Hamido Fujita, U. Rajendra Acharya:
A novel tree pattern-based violence detection model using audio signals. Expert Syst. Appl. 224: 120031 (2023) - [j421]Erhan Akbal, Prabal Datta Barua, Sengul Dogan, Turker Tuncer, U. Rajendra Acharya:
Explainable automated anuran sound classification using improved one-dimensional local binary pattern and Tunable Q Wavelet Transform techniques. Expert Syst. Appl. 225: 120089 (2023) - [j420]Yagmur Olmez, Gonca Ozmen Koca, Abdulkadir Sengür, U. Rajendra Acharya:
PS-VTS: particle swarm with visit table strategy for automated emotion recognition with EEG signals. Health Inf. Sci. Syst. 11(1): 22 (2023) - [j419]Ali Abbasian Ardakani
, Afshin Mohammadi
, Fariborz Faeghi
, U. Rajendra Acharya
:
Performance evaluation of 67 denoising filters in ultrasound images: A systematic comparison analysis. Int. J. Imaging Syst. Technol. 33(2): 445-464 (2023) - [j418]Anjan Gudigar
, U. Raghavendra
, Tejaswi N. Rao, Jyothi Samanth, Venkatesan Rajinikanth
, Suresh Chandra Satapathy, Edward J. Ciaccio, Wai-Yee Chan, U. Rajendra Acharya:
FFCAEs: An efficient feature fusion framework using cascaded autoencoders for the identification of gliomas. Int. J. Imaging Syst. Technol. 33(2): 483-494 (2023) - [j417]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) - [j416]Afshin Shoeibi
, Marjane Khodatars, Mahboobeh Jafari, Navid Ghassemi, Parisa Moridian, Roohallah Alizadehsani, Sai Ho Ling, Abbas Khosravi, Hamid Alinejad-Rokny, Hak-Keung Lam, Matthew Fuller-Tyszkiewicz, U. Rajendra Acharya, Donovan Anderson, Yudong Zhang, Juan Manuel Górriz:
Diagnosis of brain diseases in fusion of neuroimaging modalities using deep learning: A review. Inf. Fusion 93: 85-117 (2023) - [j415]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) - [j414]Prabal Datta Barua, Emrah Aydemir, Sengul Dogan
, Mehmet Ali Kobat, Fahrettin Burak Demir, Mehmet Baygin, Turker Tuncer, Shu Lih Oh, Ru San Tan, U. Rajendra Acharya:
Multilevel hybrid accurate handcrafted model for myocardial infarction classification using ECG signals. Int. J. Mach. Learn. Cybern. 14(5): 1651-1668 (2023) - [j413]Prabal Datta Barua, Emrah Aydemir, Sengul Dogan, Mehmet Erten, Feyzi Kaysi, Turker Tuncer, Hamido Fujita, Elizabeth Emma Palmer, U. Rajendra Acharya
:
Novel favipiravir pattern-based learning model for automated detection of specific language impairment disorder using vowels. Neural Comput. Appl. 35(8): 6065-6077 (2023) - [j412]Roohallah Alizadehsani, Mohamad Roshanzamir, Navid Hoseini Izadi, Raffaele Gravina, Hussain Mohammed Dipu Kabir, Darius Nahavandi, Hamid Alinejad-Rokny, Abbas Khosravi, U. Rajendra Acharya
, Saeid Nahavandi, Giancarlo Fortino
:
Swarm Intelligence in Internet of Medical Things: A Review. Sensors 23(3): 1466 (2023) - [j411]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) - [j410]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. WIREs Data. Mining. Knowl. Discov. 13(2) (2023) - [i26]Mariam Zomorodi, Ismail Ghodsollahee
, Pawel Plawiak, U. Rajendra Acharya:
RECOMMED: A Comprehensive Pharmaceutical Recommendation System. CoRR abs/2301.00280 (2023) - [i25]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) - [i24]Hussain Mohammed Dipu Kabir, Subrota Kumar Mondal, Sadia Khanam, Abbas Khosravi, Shafin Rahman, Mohammad Reza Chalak Qazani, Roohallah Alizadehsani, Houshyar Asadi, Shadi Mohamed, Saeid Nahavandi, U. Rajendra Acharya:
Uncertainty Aware Neural Network from Similarity and Sensitivity. CoRR abs/2304.14925 (2023) - 2022
- [j409]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) - [j408]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) - [j407]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) - [j406]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) - [j405]Turker Tuncer, Sengul Dogan
, Mehmet Baygin, U. Rajendra Acharya:
Tetromino pattern based accurate EEG emotion classification model. Artif. Intell. Medicine 123: 102210 (2022) - [j404]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) - [j403]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) - [j402]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) - [j401]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) - [j400]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) - [j399]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) - [j398]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) - [j397]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) - [j396]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) - [j395]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) - [j394]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) - [j393]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) - [j392]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) - [j391]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) - [j390]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) - [j389]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) - [j388]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) - [j387]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) - [j386]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) - [j385]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) - [j384]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) - [j383]Ela Kaplan, Erman Altunisik, Yasemin Ekmekyapar Firat, Prabal Datta Barua, Sengul Dogan
, Mehmet Baygin, Fahrettin Burak Demir, Turker Tuncer, Elizabeth Emma 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) - [j382]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) - [j381]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) - [j380]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) - [j379]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) - [j378]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) - [j377]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) - [j376]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) - [j375]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) - [j374]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) - [j373]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) - [j372]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) - [j371]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) - [j370]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) - [j369]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) - [j368]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) - [j367]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) - [j366]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) - [j365]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) - [j364]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) - [j363]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) - [j362]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) - [j361]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
- [j360]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) - [j359]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) - [j358]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) - [j357]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) - [j356]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) - [j355]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) - [j354]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) - [j353]