Search Results - "Koh, En Wei"

Fusion of Higher Order Spectra and Texture Extraction Methods for Automated Stroke Severity Classification with MRI Images by Faust, Oliver, En Wei Koh, Joel, Jahmunah, Vicnesh, Sabut, Sukant, Ciaccio, Edward J., Majid, Arshad, Ali, Ali, Lip, Gregory Y. H., Acharya, U. Rajendra

“…This paper presents a scientific foundation for automated stroke severity classification. We have constructed and assessed a system which extracts…”
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Automated detection of glaucoma using optical coherence tomography angiogram images by Chan, Yam Meng, Ng, E.Y.K., Jahmunah, V., Wei Koh, Joel En, Lih, Oh Shu, Wei Leon, Leonard Yip, Acharya, U. Rajendra

“…Glaucoma is a malady that occurs due to the buildup of fluid pressure in the inner eye. Detection of glaucoma at an early stage is crucial as by 2040, 111.8…”
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A Novel Algorithm for Breast Lesion Detection Using Textons and Local Configuration Pattern Features With Ultrasound Imagery by Acharya, U. Rajendra, Meiburger, Kristen M., Wei Koh, Joel En, Ciaccio, Edward J., Arunkumar, N., Hoong See, Mee, Mohd Taib, Nur Aishah, Vijayananthan, Anushya, Rahmat, Kartini, Fadzli, Farhana, Leong, Sook Sam, Judy Westerhout, Caroline, Chantre-Astaiza, Angela, Ramirez-Gonzalez, Gustavo

“…Breast cancer is the most commonly occurring cancer in women worldwide. While mammography remains the gold standard in breast cancer screening, ultrasound is…”
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Characterization of focal EEG signals: A review by Acharya, U. Rajendra, Hagiwara, Yuki, Deshpande, Sunny Nitin, Suren, S., Koh, Joel En Wei, Oh, Shu Lih, Arunkumar, N., Ciaccio, Edward J., Lim, Choo Min

“…Epilepsy is a common neurological condition that can occur in anyone at any age. Electroencephalogram (EEG) signals of non-focal (NF) and focal (F) types…”
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Computer-aided diagnosis of glaucoma using fundus images: A review by Hagiwara, Yuki, Koh, Joel En Wei, Tan, Jen Hong, Bhandary, Sulatha V., Laude, Augustinus, Ciaccio, Edward J., Tong, Louis, Acharya, U. Rajendra

“…•Review on existing techniques to diagnose glaucoma automatically.•Discussed the building blocks of a CAD system.•Deep learning (DL) methods are effective in…”
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Drug-related problems associated with community-dwelling older persons living alone in Singapore by Ang, Fengzhu, Pau, Jing En, Koh, En Wei, Loh, Nicholas Kwan Liang, Yeoh, Weini, Liang, Joshua Weiguang, Teng, Christine B., Yap, Kai Zhen

“…Background Older persons living alone have been associated with poorer health outcomes and higher mortality rate. However, little is known about the drug…”
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Impact of pharmacists’ counseling on caregiver's knowledge in the management of pediatric atopic dermatitis by Cheong, Jing Yi Vanessa, Hie, Szu Liang, Koh, En Wei, Souza, Nurun Nisa Amatullah, Koh, Mark Jean‐Aan

“…Background Atopic dermatitis (AD) is a common skin condition in childhood. AD management can be complex, and caregivers may have inadequate information on the…”
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Automatic detection of ischemic stroke using higher order spectra features in brain MRI images by Rajendra Acharya, U., Meiburger, Kristen M., Faust, Oliver, En Wei Koh, Joel, Lih Oh, Shu, Ciaccio, Edward J., Subudhi, Asit, Jahmunah, V., Sabut, Sukanta

“…The gravity of ischemic stroke is the key factor in deciding upon the optimum therapeutic intervention. Ischemic stroke can be divided into three main groups:…”
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Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features by Acharya, U. Rajendra, Koh, Joel En Wei, Hagiwara, Yuki, Tan, Jen Hong, Gertych, Arkadiusz, Vijayananthan, Anushya, Yaakup, Nur Adura, Abdullah, Basri Johan Jeet, Bin Mohd Fabell, Mohd Kamil, Yeong, Chai Hong

“…Liver is the heaviest internal organ of the human body and performs many vital functions. Prolonged cirrhosis and fatty liver disease may lead to the formation…”
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Automated diagnosis of celiac disease by video capsule endoscopy using DAISY Descriptors by Vicnesh, Jahmunah, Wei, Joel Koh En, Ciaccio, Edward J., Oh, Shu Lih, Bhagat, Govind, Lewis, Suzanne K., Green, Peter H., Acharya, U. Rajendra

“…Celiac disease is a genetically determined disorder of the small intestine, occurring due to an immune response to ingested gluten-containing food. The…”
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GyneScan: An Improved Online Paradigm for Screening of Ovarian Cancer via Tissue Characterization by Acharya, U. Rajendra, Sree, S. Vinitha, Kulshreshtha, Sanjeev, Molinari, Filippo, Koh, Joel En Wei, Saba, Luca, Suri, Jasjit S.

“…Ovarian cancer is the fifth highest cause of cancer in women and the leading cause of death from gynecological cancers. Accurate diagnosis of ovarian cancer…”
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Fusion of B‐mode and shear wave elastography ultrasound features for automated detection of axillary lymph node metastasis in breast carcinoma by Pham, The‐Hanh, Faust, Oliver, Koh, Joel En Wei, Ciaccio, Edward J., Barua, Prabal D., Omar, Norlia, Ng, Wei Lin, Ab Mumin, Nazimah, Rahmat, Kartini, Acharya, U. Rajendra

“…In this study, we evaluate and compare the diagnostic performance of ultrasound for non‐invasive axillary lymph node (ALN) metastasis detection. The study was…”
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Endoscopy, video capsule endoscopy, and biopsy for automated celiac disease detection: A review by Jahmunah, V., En Wei Koh, Joel, Sudarshan, Vidya K., Raghavendra, U., Gudigar, Anjan, Lih Oh, Shu, Wen Loh, Hui, Faust, Oliver, Datta Barua, Prabal, Ciaccio, Edward J., Rajendra Acharya, U.

“…Celiac Disease (CD) is a common ailment that affects approximately 1% of the world population. Automated CD detection can help experts during the diagnosis of…”
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Automated plaque classification using computed tomography angiography and Gabor transformations by Rajendra Acharya, U., Meiburger, Kristen M., Wei Koh, Joel En, Vicnesh, Jahmunah, Ciaccio, Edward J., Shu Lih, Oh, Tan, Sock Keow, Aman, Raja Rizal Azman Raja, Molinari, Filippo, Ng, Kwan Hoong

“…•Automated classification of calcified plaque using CTA images.•Gabor transform features are extracted.•No feature reduction method coupled with PNN classifier…”
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Automated detection of chronic kidney disease using higher-order features and elongated quinary patterns from B-mode ultrasound images by Rajendra, Acharya U, Meiburger, Kristen M, Koh Joel En Wei, Hagiwara Yuki, Oh, Shu Lih, Leong Sook Sam, Ciaccio, Edward J, Wong Jeannie Hsiu Ding, Shah, Mohammad Nazri, Molinari Filippo, Ng, Kwan Hoong

“…Chronic kidney disease (CKD) is a continuing loss of kidney function, and early detection of this disease is fundamental to halting its progression to…”
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Novel and accurate non-linear index for the automated detection of haemorrhagic brain stroke using CT images by Raghavendra, U., Pham, The-Hanh, Gudigar, Anjan, Vidhya, V., Rao, B. Nageswara, Sabut, Sukanta, Wei, Joel Koh En, Ciaccio, Edward J., Acharya, U. Rajendra

“…Brain stroke is an emergency medical condition which occurs mainly due to insufficient blood flow to the brain. It results in permanent cellular-level damage…”
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Automated detection of conduct disorder and attention deficit hyperactivity disorder using decomposition and nonlinear techniques with EEG signals by Tor, Hui Tian, Ooi, Chui Ping, Lim-Ashworth, Nikki SJ, Wei, Joel Koh En, Jahmunah, V, Oh, Shu Lih, Acharya, U Rajendra, Fung, Daniel Shuen Sheng

“…•First study to report on automated classification of ADHD, CD and ADHD+CD EEG signals.•EMD and DWT transform methods are used.•Various nonlinear features are…”
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Computer-aided diagnosis of congestive heart failure using ECG signals – A review by Jahmunah, V., Oh, Shu Lih, Wei, Joel Koh En, Ciaccio, Edward J, Chua, Kuang, San, Tan Ru, Acharya, U. Rajendra

“…•Existing CHF detection techniques are reported.•Salient features of automated systems developed using deep learning and machine learning are…”
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Nonlinear Dynamics Measures for Automated EEG-Based Sleep Stage Detection by Acharya, U Rajendra, Bhat, Shreya, Faust, Oliver, Adeli, Hojjat, Chua, Eric Chern-Pin, Lim, Wei Jie Eugene, Koh, Joel En Wei

“…The brain's continuous neural activity during sleep can be monitored by electroencephalogram (EEG) signals. The EEG wave pattern and frequency vary during five…”
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Autism Spectrum Disorder Diagnostic System Using HOS Bispectrum with EEG Signals by Pham, The-Hanh, Vicnesh, Jahmunah, Wei, Joel Koh En, Oh, Shu Lih, Arunkumar, N, Abdulhay, Enas W, Ciaccio, Edward J, Acharya, U Rajendra

“…Autistic individuals often have difficulties expressing or controlling emotions and have poor eye contact, among other symptoms. The prevalence of autism is…”
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