Search Results - "Ciaccio, Edward J"

A new approach for arrhythmia classification using deep coded features and LSTM networks by Yildirim, Ozal, Baloglu, Ulas Baran, Tan, Ru-San, Ciaccio, Edward J., Acharya, U. Rajendra

“…•High performance classification of arrhythmia types with LSTM and CAE-LSTM based structures.•Signal sizes of arrhythmic beats are reduced by convolutional…”
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Computer-aided diagnosis of atrial fibrillation based on ECG Signals: A review by Hagiwara, Yuki, Fujita, Hamido, Oh, Shu Lih, Tan, Jen Hong, Tan, Ru San, Ciaccio, Edward J, Acharya, U Rajendra

“…•Existing AF detection techniques are discussed.•Building blocks of CADx system are described.•Different features explored by researchers are…”
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Deep Convolutional Neural Network Model for Automated Diagnosis of Schizophrenia Using EEG Signals by Oh, Shu Lih, Vicnesh, Jahmunah, Ciaccio, Edward J, Yuvaraj, Rajamanickam, Acharya, U Rajendra

“…A computerized detection system for the diagnosis of Schizophrenia (SZ) using a convolutional neural system is described in this study. Schizophrenia is an…”
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Interpretation of radiomics features–A pictorial review by Abbasian Ardakani, Ali, Bureau, Nathalie J, Ciaccio, Edward J., Acharya, U Rajendra

“…•Commonly used radiomics features with practical examples are illustrated.•First-order features evaluate the distribution of individual pixel/voxel in…”
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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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Celiac Disease and the Risk of Cardiovascular Diseases by Wang, Yichen, Chen, Bing, Ciaccio, Edward J, Jneid, Hani, Virani, Salim S, Lavie, Carl J, Lebovits, Jessica, Green, Peter H R, Krittanawong, Chayakrit

“…Celiac disease (CD) is a chronic autoimmune disorder that affects the small intestine in genetically predisposed individuals. Previous studies have…”
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Role of Artificial Intelligence in COVID-19 Detection by Gudigar, Anjan, Raghavendra, U, Nayak, Sneha, Ooi, Chui Ping, Chan, Wai Yee, Gangavarapu, Mokshagna Rohit, Dharmik, Chinmay, Samanth, Jyothi, Kadri, Nahrizul Adib, Hasikin, Khairunnisa, Barua, Prabal Datta, Chakraborty, Subrata, Ciaccio, Edward J, Acharya, U Rajendra

“…The global pandemic of coronavirus disease (COVID-19) has caused millions of deaths and affected the livelihood of many more people. Early and rapid detection…”
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Persistent Economic Burden of the Gluten Free Diet by Lee, Anne R, Wolf, Randi L, Lebwohl, Benjamin, Ciaccio, Edward J, Green, Peter H R

“…Gluten free (GF) products have been reported to be more expensive and less available than their gluten containing counterparts. We examined the current U.S…”
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Electrophysiological abnormalities precede overt structural changes in arrhythmogenic right ventricular cardiomyopathy due to mutations in desmoplakin-A combined murine and human study by GNOMES, John, FINLAY, Malcolm, MCKENNA, William J, TINKER, Andrew, LAMBIASE, Pier D, AHMED, Akbar K, CIACCIO, Edward J, ASIMAKI, Angeliki, SAFFITZ, Jeffrey E, QUARTA, Giovanni, NOBLES, Muriel, SYRRIS, Petros, CHAUBEY, Sanjay

“…Anecdotal observations suggest that sub-clinical electrophysiological manifestations of arrhythmogenic right ventricular cardiomyopathy (ARVC) develop before…”
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A Review on Computer Aided Diagnosis of Acute Brain Stroke by Inamdar, Mahesh Anil, Raghavendra, Udupi, Gudigar, Anjan, Chakole, Yashas, Hegde, Ajay, Menon, Girish R, Barua, Prabal, Palmer, Elizabeth Emma, Cheong, Kang Hao, Chan, Wai Yee, Ciaccio, Edward J, Acharya, U Rajendra

“…Amongst the most common causes of death globally, stroke is one of top three affecting over 100 million people worldwide annually. There are two classes of…”
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Multilevel Deep Feature Generation Framework for Automated Detection of Retinal Abnormalities Using OCT Images by Barua, Prabal Datta, Chan, Wai Yee, Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker, Ciaccio, Edward J, Islam, Nazrul, Cheong, Kang Hao, Shahid, Zakia Sultana, Acharya, U Rajendra

“…Optical coherence tomography (OCT) images coupled with many learning techniques have been developed to diagnose retinal disorders. This work aims to develop a…”
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Automated Categorization of Multi-Class Brain Abnormalities Using Decomposition Techniques With MRI Images: A Comparative Study by Gudigar, Anjan, Raghavendra, U., Ciaccio, Edward J., Arunkumar, N., Abdulhay, Enas, Acharya, U. Rajendra

“…Medical imaging and analysis are useful to visualize anatomic structure. However, analysis of the pathologic substrate is difficult and inefficient when using…”
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Automated Arrhythmia Detection Based on RR Intervals by Faust, Oliver, Kareem, Murtadha, Ali, Ali, Ciaccio, Edward J., Acharya, U. Rajendra

“…Abnormal heart rhythms, also known as arrhythmias, can be life-threatening. AFIB and AFL are examples of arrhythmia that affect a growing number of patients…”
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Factors Associated with Maladaptive Eating Behaviors, Social Anxiety, and Quality of Life in Adults with Celiac Disease by Lee, Anne R, Lebwohl, Benjamin, Lebovits, Jessica, Wolf, Randi L, Ciaccio, Edward J, Green, Peter H R

“…A gluten-free diet (GFD), which is the only treatment for celiac disease (CeD), is challenging and associated with higher levels of anxiety, disordered eating,…”
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Ablation targets in reentrant ventricular tachycardia by Ciaccio, Edward J., PhD

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Practical Considerations for the Application of Nonlinear Indices Characterizing the Atrial Substrate in Atrial Fibrillation by Finotti, Emanuela, Quesada, Aurelio, Ciaccio, Edward J, Garan, Hasan, Hornero, Fernando, Alcaraz, Raúl, Rieta, José J

“…Atrial fibrillation (AF) is the most common cardiac arrhythmia, and in response to increasing clinical demand, a variety of signals and indices have been…”
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Source-Sink Mismatch Causing Functional Conduction Block in Re-Entrant Ventricular Tachycardia by Ciaccio, Edward J., Coromilas, James, Wit, Andrew L., Peters, Nicholas S., Garan, Hasan

“…Ventricular tachycardia (VT) caused by a re-entrant circuit is a life-threatening arrhythmia that at present cannot always be treated adequately. A realistic…”
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A Novel Attention-Based Model for Semantic Segmentation of Prostate Glands Using Histopathological Images by Inamdar, Mahesh Anil, Raghavendra, U., Gudigar, Anjan, Bhandary, Sarvesh, Salvi, Massimo, Deo, Ravinesh C., Barua, Prabal Datta, Ciaccio, Edward J., Molinari, Filippo, Acharya, U. Rajendra

“…One of the foremost causes of death in males worldwide is prostate cancer. The identification, detection and diagnosis of the same is very crucial in saving…”
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Automated COVID-19 and Heart Failure Detection Using DNA Pattern Technique with Cough Sounds by Kobat, Mehmet Ali, Kivrak, Tarik, Barua, Prabal Datta, Tuncer, Turker, Dogan, Sengul, Tan, Ru-San, Ciaccio, Edward J, Acharya, U Rajendra

“…COVID-19 and heart failure (HF) are common disorders and although they share some similar symptoms, they require different treatments. Accurate diagnosis of…”
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Cardiovascular involvement in celiac disease by Ciaccio, Edward J, Lewis, Suzanne K, Biviano, Angelo B, Iyer, Vivek, Garan, Hasan, Green, Peter H

“…Celiac disease(CD) is an autoimmune response to ingestion of gluten protein, which is found in wheat, rye, and barley grains, and results in both small…”
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