U. Rajendra Acharya

Professor

Ngee Ann Polytechnic, Singapore University of Social Science

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Papers445 papers

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Autism Spectrum Disorder Diagnostic System Using HOS Bispectrum with EEG Signals

The-Hanh Pham, Jahmunah Vicnesh,Joel Koh En Wei, Shu Lih Oh, N Arunkumar,Enas W Abdulhay,Edward J Ciaccio,U Rajendra Acharya

International journal of environmental research and public health, no. 3 (2020): 971

WOSBibtex

A Smart Service Platform for Cost Efficient Cardiac Health Monitoring

Oliver Faust, Ningrong Lei, Eng Chew,Edward J. Ciaccio,U Rajendra Acharya

International Journal of Environmental Research and Public Health, no. 17 (2020): 6313

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Development of breast papillary index for differentiation of benign and malignant lesions using ultrasound images

The-Hanh Pham, U. Raghavendra,Joel En Wei Koh, Anjan Gudigar, Wai Yee Chan, Marlina Tanty Ramli Hamid,Kartini Rahmat,Farhana Fadzli,Kwan Hoong Ng, Chui Ping Ooi,Edward J. Ciaccio,Hamido Fujita

Journal of Ambient Intelligence and Humanized Computing, pp.1-9, (2020)

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A simulation-aided approach in improving thermal-visual comfort and power efficiency in buildings

Kang Hao Cheong, Ya Hui Teo, Jin Ming Koh,U. Rajendra Acharya, Simon Ching Man Yu

Journal of Building Engineering, (2020): 100936

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Development of Automated Sleep Stage Classification System Using Multivariate Projection-Based Fixed Boundary Empirical Wavelet Transform and Entropy Features Extracted from Multichannel EEG Signals

Rajesh Kumar Tripathy, Samit Kumar Ghosh, Pranjali Gajbhiye,U Rajendra Acharya

Entropy, no. 10 (2020): 1141

WOSEIBibtex

A Review of Atrial Fibrillation Detection Methods as a Service

Oliver Faust,Edward J. Ciaccio,U. Rajendra Acharya

International Journal of Environmental Research and Public Health, no. 9 (2020): 3093

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A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges

Moloud Abdar, Farhad Pourpanah, Sadiq Hussain, Dana Rezazadegan,Li Liu, Mohammad Ghavamzadeh,Paul Fieguth,Abbas Khosravi,U Rajendra Acharya,Vladimir Makarenkov,Saeid Nahavandi

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An introduction to the Cyrcadia Breast Monitor: A wearable breast health monitoring device

Vinitha Sree S, Rob Royea, Kevin J Buckman, Matt Benardis, Jim Holmes, Ronald L Fletcher,Ng Eyk,U Rajendra Acharya, Joshua D I Ellenhorn

Comput. Methods Programs Biomed., (2020): 105758

WOSEIBibtex

Automated diagnostic tool for hypertension using convolutional neural network

Desmond Chuang Kiat Soh,E Y K Ng, V Jahmunah, Shu Lih Oh,Ru San Tan,U Rajendra Acharya

Comput. Biol. Medicine, (2020): 103999

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Automated prediction of sepsis using temporal convolutional network

Christopher Kok, V Jahmunah, Shu Lih Oh,Xujuan Zhou,Raj Gururajan,Xiaohui Tao,Kang Hao Cheong, Rashmi Gururajan,Filippo Molinari,U Rajendra Acharya

Comput. Biol. Medicine, (2020): 103957

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Accurate deep neural network model to detect cardiac arrhythmia on more than 10,000 individual subject ECG records

Ozal Yildirim, Muhammed Talo,Edward J Ciaccio,Ru San Tan,U Rajendra Acharya

Comput. Methods Programs Biomed., (2020): 105740

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Handling of uncertainty in medical data using machine learning and probability theory techniques: A review of 30 years (1991-2020)

Roohallah Alizadehsani, Mohamad Roshanzamir, Sadiq Hussain,Abbas Khosravi, Afsaneh Koohestani,Mohammad Hossein Zangooei, Moloud Abdar, Adham Beykikhoshk, Afshin Shoeibi, Assef Zare, Maryam Panahiazar,Saeid Nahavandi

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Automated detection of severity of hypertension ECG signals using an optimal bi-orthogonal wavelet filter bank

Jaypal Singh Rajput,Manish Sharma,Ru San Tan,U Rajendra Acharya

Computers in Biology and Medicine, (2020): 103924

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Detection of shockable ventricular cardiac arrhythmias from ECG signals using FFREWT filter-bank and deep convolutional neural network

Rohan Panda, Sahil Jain,R K Tripathy,U Rajendra Acharya

Comput. Biol. Medicine, (2020): 103939

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COVIDiag: a clinical CAD system to diagnose COVID-19 pneumonia based on CT findings

Ali Abbasian Ardakani,U Rajendra Acharya, Sina Habibollahi,Afshin Mohammadi

European radiology, pp.1-10, (2020)

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Classification of heart sound signals using a novel deep WaveNet model

Shu Lih Oh, V Jahmunah, Chui Ping Ooi,Ru-San Tan,Edward J Ciaccio, Toshitaka Yamakawa,Masayuki Tanabe, Makiko Kobayashi,U Rajendra Acharya

Computer Methods and Programs in Biomedicine, (2020): 105604

WOSEIBibtex

Application of deep learning techniques for heartbeats detection using ECG signals-analysis and review

Fatma Murat,Özal Yildirim, Muhammed Talo, Ulas Baran Baloglu,Yakup Demir,U. Rajendra Acharya

Computers in Biology and Medicine, (2020): 103726

EIBibtex

Automated Detection of Presymptomatic Conditions in Spinocerebellar Ataxia Type 2 Using Monte Carlo Dropout and Deep Neural Network Techniques with Electrooculogram Signals

Catalin Stoean,Ruxandra Stoean,Miguel Atencia, Moloud Abdar, Luis Velázquez-Pérez,Abbas Khosravi,Saeid Nahavandi,U Rajendra Acharya, Gonzalo Joya

Sensors, no. 11 (2020): 3032

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Simulating forest fire spread and fire-fighting using cellular automata

K. Mutthulakshmi, Megan Rui En Wee, Yew Chong Kester Wong, Joel Weijia Lai, Jin Ming Koh,U. Rajendra Acharya,Kang Hao Cheong

Chinese Journal of Physics, (2020): 642-650

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A novel method for sentiment classification of drug reviews using fusion of deep and machine learning techniques

Mohammad Ehsan Basiri, Moloud Abdar, Mehmet Akif Cifci,Shahla Nemati,U. Rajendra Acharya

Knowledge-Based Systems, (2020): 105949

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