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Huiwen Loh
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Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011–2022)
HW Loh, CP Ooi, S Seoni, PD Barua, F Molinari, UR Acharya
Computer Methods and Programs in Biomedicine 226, 107161, 2022
2782022
Automated detection of sleep stages using deep learning techniques: A systematic review of the last decade (2010–2020)
HW Loh, CP Ooi, J Vicnesh, SL Oh, O Faust, A Gertych, UR Acharya
Applied Sciences 10 (24), 8963, 2020
762020
Automated detection of ADHD: Current trends and future perspective
HW Loh, CP Ooi, PD Barua, EE Palmer, F Molinari, UR Acharya
Computers in Biology and Medicine 146, 105525, 2022
682022
Decision support system for major depression detection using spectrogram and convolution neural network with EEG signals
HW Loh, CP Ooi, E Aydemir, T Tuncer, S Dogan, UR Acharya
Expert Systems 39 (3), e12773, 2022
612022
GaborPDNet: Gabor transformation and deep neural network for Parkinson’s disease detection using EEG signals
HW Loh, CP Ooi, E Palmer, PD Barua, S Dogan, T Tuncer, M Baygin, ...
Electronics 10 (14), 1740, 2021
612021
Application of photoplethysmography signals for healthcare systems: An in-depth review
HW Loh, S Xu, O Faust, CP Ooi, PD Barua, S Chakraborty, RS Tan, ...
Computer Methods and Programs in Biomedicine 216, 106677, 2022
582022
Application of deep learning models for automated identification of Parkinson’s disease: A review (2011–2021)
HW Loh, W Hong, CP Ooi, S Chakraborty, PD Barua, RC Deo, J Soar, ...
Sensors 21 (21), 7034, 2021
582021
The genetic interplay between body mass index, breast size and breast cancer risk: a Mendelian randomization analysis
BNS Ooi, H Loh, PJ Ho, RL Milne, G Giles, C Gao, P Kraft, EM John, ...
International journal of epidemiology 48 (3), 781-794, 2019
512019
Heart rate variability for medical decision support systems: A review
O Faust, W Hong, HW Loh, S Xu, RS Tan, S Chakraborty, PD Barua, ...
Computers in biology and medicine 145, 105407, 2022
432022
Automated accurate detection of depression using twin Pascal’s triangles lattice pattern with EEG Signals
G Tasci, HW Loh, PD Barua, M Baygin, B Tasci, S Dogan, T Tuncer, ...
Knowledge-Based Systems 260, 110190, 2023
382023
Automated detection of cyclic alternating pattern and classification of sleep stages using deep neural network
HW Loh, CP Ooi, SG Dhok, M Sharma, AA Bhurane, UR Acharya
Applied Intelligence 52 (3), 2903-2917, 2022
382022
Primate brain pattern-based automated Alzheimer's disease detection model using EEG signals
S Dogan, M Baygin, B Tasci, HW Loh, PD Barua, T Tuncer, RS Tan, ...
Cognitive Neurodynamics 17 (3), 647-659, 2023
332023
A review of automated sleep disorder detection
S Xu, O Faust, S Seoni, S Chakraborty, PD Barua, HW Loh, H Elphick, ...
Computers in Biology and Medicine 150, 106100, 2022
282022
Application of artificial intelligence techniques for automated detection of myocardial infarction: a review
JH Joloudari, S Mojrian, I Nodehi, A Mashmool, ZK Zadegan, ...
Physiological Measurement 43 (8), 08TR01, 2022
222022
RESCOVIDTCNnet: A residual neural network-based framework for COVID-19 detection using TCN and EWT with chest X-ray images
ESA El-Dahshan, MM Bassiouni, A Hagag, RK Chakrabortty, H Loh, ...
Expert Systems with Applications 204, 117410, 2022
192022
Debiasing pipeline improves deep learning model generalization for X-ray based lung nodule detection
M Horry, S Chakraborty, B Pradhan, M Paul, J Zhu, HW Loh, PD Barua, ...
arXiv preprint arXiv:2201.09563, 2022
122022
Deep neural network technique for automated detection of ADHD and CD using ECG signal
HW Loh, CP Ooi, SL Oh, PD Barua, YR Tan, F Molinari, S March, ...
Computer methods and programs in biomedicine 241, 107775, 2023
102023
Gynecological cancer prognosis using machine learning techniques: A systematic review of last three decades (1990–2022)
J Sheehy, H Rutledge, UR Acharya, HW Loh, R Gururajan, X Tao, X Zhou, ...
Artificial Intelligence in Medicine, 102536, 2023
102023
Multi-modality approaches for medical support systems: A systematic review of the last decade
M Salvi, HW Loh, S Seoni, PD Barua, S García, F Molinari, UR Acharya
Information Fusion, 102134, 2023
92023
Endoscopy, video capsule endoscopy, and biopsy for automated celiac disease detection: A review
V Jahmunah, JEW Koh, VK Sudarshan, U Raghavendra, A Gudigar, ...
Biocybernetics and Biomedical Engineering 43 (1), 82-108, 2023
52023
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