Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images

por Bargshady, Ghazal, Zhou, Xujuan, Barua, Prabal Datta, Gururajan, Raj, Li, Yuefeng, Acharya, U. Rajendra
Publicado 2022

Multi-Scale Convolutional Neural Network for Accurate Corneal Segmentation in Early Detection of Fungal Keratitis

por Mayya, Veena, Kamath Shevgoor, Sowmya, Kulkarni, Uma, Hazarika, Manali, Barua, Prabal Datta, Acharya, U. Rajendra
Publicado 2021

LSGP-USFNet: Automated Attention Deficit Hyperactivity Disorder Detection Using Locations of Sophie Germain’s Primes on Ulam’s Spiral-Based Features with Electroencephalogram Signa...

por Atila, Orhan, Deniz, Erkan, Ari, Ali, Sengur, Abdulkadir, Chakraborty, Subrata, Barua, Prabal Datta, Acharya, U. Rajendra
Publicado 2023

A Hand-Modeled Feature Extraction-Based Learning Network to Detect Grasps Using sEMG Signal

por Baygin, Mehmet, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Key, Sefa, Acharya, U. Rajendra, Cheong, Kang Hao
Publicado 2022

CGP17Pat: Automated Schizophrenia Detection Based on a Cyclic Group of Prime Order Patterns Using EEG Signals

por Aydemir, Emrah, Dogan, Sengul, Baygin, Mehmet, Ooi, Chui Ping, Barua, Prabal Datta, Tuncer, Turker, Acharya, U. Rajendra
Publicado 2022

TMP19: A Novel Ternary Motif Pattern-Based ADHD Detection Model Using EEG Signals

por Barua, Prabal Datta, Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker, Palmer, Elizabeth Emma, Ciaccio, Edward J., Acharya, U. Rajendra
Publicado 2022

Artificial intelligence assisted tools for the detection of anxiety and depression leading to suicidal ideation in adolescents: a review

por Barua, Prabal Datta, Vicnesh, Jahmunah, Lih, Oh Shu, Palmer, Elizabeth Emma, Yamakawa, Toshitaka, Kobayashi, Makiko, Acharya, Udyavara Rajendra
Publicado 2022

Development of Debiasing Technique for Lung Nodule Chest X-ray Datasets to Generalize Deep Learning Models

por Horry, Michael J., Chakraborty, Subrata, Pradhan, Biswajeet, Paul, Manoranjan, Zhu, Jing, Loh, Hui Wen, Barua, Prabal Datta, Acharya, U. Rajendra
Publicado 2023

L-Tetrolet Pattern-Based Sleep Stage Classification Model Using Balanced EEG Datasets

por Barua, Prabal Datta, Tuncer, Ilknur, Aydemir, Emrah, Faust, Oliver, Chakraborty, Subrata, Subbhuraam, Vinithasree, Tuncer, Turker, Dogan, Sengul, Acharya, U. Rajendra
Publicado 2022

Novel favipiravir pattern-based learning model for automated detection of specific language impairment disorder using vowels

por Barua, Prabal Datta, Aydemir, Emrah, Dogan, Sengul, Erten, Mehmet, Kaysi, Feyzi, Tuncer, Turker, Fujita, Hamido, Palmer, Elizabeth, Acharya, U. Rajendra
Publicado 2022

Swin-textural: A novel textural features-based image classification model for COVID-19 detection on chest computed tomography

por Tuncer, Ilknur, Barua, Prabal Datta, Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker, Tan, Ru-San, Yeong, Chai Hong, Acharya, U. Rajendra
Publicado 2023

Automated COVID-19 and Heart Failure Detection Using DNA Pattern Technique with Cough Sounds

por Kobat, Mehmet Ali, Kivrak, Tarik, Barua, Prabal Datta, Tuncer, Turker, Dogan, Sengul, Tan, Ru-San, Ciaccio, Edward J., Acharya, U. Rajendra
Publicado 2021

Artificial Intelligence Enabled Personalised Assistive Tools to Enhance Education of Children with Neurodevelopmental Disorders—A Review

por Barua, Prabal Datta, Vicnesh, Jahmunah, Gururajan, Raj, Oh, Shu Lih, Palmer, Elizabeth, Azizan, Muhammad Mokhzaini, Kadri, Nahrizul Adib, Acharya, U. Rajendra
Publicado 2022

Hybrid Deep Feature Generation for Appropriate Face Mask Use Detection

por Aydemir, Emrah, Yalcinkaya, Mehmet Ali, Barua, Prabal Datta, Baygin, Mehmet, Faust, Oliver, Dogan, Sengul, Chakraborty, Subrata, Tuncer, Turker, Acharya, U. Rajendra
Publicado 2022

PFP-LHCINCA: Pyramidal Fixed-Size Patch-Based Feature Extraction and Chi-Square Iterative Neighborhood Component Analysis for Automated Fetal Sex Classification on Ultrasound Image...

por Kaplan, Ela, Ekinci, Tekin, Kaplan, Selcuk, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San, Arunkumar, N, Acharya, U. Rajendra
Publicado 2022

DKPNet41: Directed knight pattern network-based cough sound classification model for automatic disease diagnosis

por Kuluozturk, Mutlu, Kobat, Mehmet Ali, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San, Ciaccio, Edward J., Acharya, U Rajendra
Publicado 2022

Application of Deep Learning Models for Automated Identification of Parkinson’s Disease: A Review (2011–2021)

por Loh, Hui Wen, Hong, Wanrong, Ooi, Chui Ping, Chakraborty, Subrata, Barua, Prabal Datta, Deo, Ravinesh C., Soar, Jeffrey, Palmer, Elizabeth E., Acharya, U. Rajendra
Publicado 2021

Recent Trends in Artificial Intelligence-Assisted Coronary Atherosclerotic Plaque Characterization

por Gudigar, Anjan, Nayak, Sneha, Samanth, Jyothi, Raghavendra, U, A J, Ashwal, Barua, Prabal Datta, Hasan, Md Nazmul, Ciaccio, Edward J., Tan, Ru-San, Rajendra Acharya, U.
Publicado 2021

Multilevel Deep Feature Generation Framework for Automated Detection of Retinal Abnormalities Using OCT Images

por 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
Publicado 2021

Multilevel hybrid accurate handcrafted model for myocardial infarction classification using ECG signals

por Barua, Prabal Datta, Aydemir, Emrah, Dogan, Sengul, Kobat, Mehmet Ali, Demir, Fahrettin Burak, Baygin, Mehmet, Tuncer, Turker, Oh, Shu Lih, Tan, Ru-San, Acharya, U. Rajendra
Publicado 2022