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For: Saygılı A. A new approach for computer-aided detection of coronavirus (COVID-19) from CT and X-ray images using machine learning methods. Appl Soft Comput 2021;105:107323. [PMID: 33746657 PMCID: PMC7968176 DOI: 10.1016/j.asoc.2021.107323] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 02/09/2021] [Accepted: 03/11/2021] [Indexed: 12/24/2022]
Number Cited by Other Article(s)
1
Mao S, Kulbayeva S, Osadchuk M. Chest x-ray images: transfer learning model in COVID-19 detection. J Eval Clin Pract 2025;31:e14215. [PMID: 39462985 DOI: 10.1111/jep.14215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 08/07/2024] [Accepted: 10/13/2024] [Indexed: 10/29/2024]
2
Davidian M, Lahav A, Joshua BZ, Wand O, Lurie Y, Mark S. Exploring the Interplay of Dataset Size and Imbalance on CNN Performance in Healthcare: Using X-rays to Identify COVID-19 Patients. Diagnostics (Basel) 2024;14:1727. [PMID: 39202215 PMCID: PMC11353409 DOI: 10.3390/diagnostics14161727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 07/21/2024] [Accepted: 08/07/2024] [Indexed: 09/03/2024]  Open
3
Huang J, Zhu X, Chen Z, Lin G, Huang M, Feng Q. Pathological Priors Inspired Network for Vertebral Osteophytes Recognition. IEEE TRANSACTIONS ON MEDICAL IMAGING 2024;43:2522-2536. [PMID: 38386579 DOI: 10.1109/tmi.2024.3367868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/24/2024]
4
Abubakar H, Al-Turjman F, Ameen ZS, Mubarak AS, Altrjman C. A hybridized feature extraction for COVID-19 multi-class classification on computed tomography images. Heliyon 2024;10:e26939. [PMID: 38463848 PMCID: PMC10920381 DOI: 10.1016/j.heliyon.2024.e26939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Revised: 02/20/2024] [Accepted: 02/21/2024] [Indexed: 03/12/2024]  Open
5
Kabir MM, Mridha M, Rahman A, Hamid MA, Monowar MM. Detection of COVID-19, pneumonia, and tuberculosis from radiographs using AI-driven knowledge distillation. Heliyon 2024;10:e26801. [PMID: 38444490 PMCID: PMC10912466 DOI: 10.1016/j.heliyon.2024.e26801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Revised: 01/30/2024] [Accepted: 02/20/2024] [Indexed: 03/07/2024]  Open
6
Wang P, Wu S, Tian M, Liu K, Cong J, Zhang W, Wei B. A conformal regressor for predicting negative conversion time of Omicron patients. Med Biol Eng Comput 2024:10.1007/s11517-024-03029-8. [PMID: 38363486 DOI: 10.1007/s11517-024-03029-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Accepted: 01/09/2024] [Indexed: 02/17/2024]
7
Huang ML, Liao YC. Stacking Ensemble and ECA-EfficientNetV2 Convolutional Neural Networks on Classification of Multiple Chest Diseases Including COVID-19. Acad Radiol 2023;30:1915-1935. [PMID: 36526533 PMCID: PMC9748720 DOI: 10.1016/j.acra.2022.11.027] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 11/15/2022] [Accepted: 11/20/2022] [Indexed: 11/27/2022]
8
Casey AE, Ansari S, Nakisa B, Kelly B, Brown P, Cooper P, Muhammad I, Livingstone S, Reddy S, Makinen VP. Application of a Comprehensive Evaluation Framework to COVID-19 Studies: Systematic Review of Translational Aspects of Artificial Intelligence in Health Care. JMIR AI 2023;2:e42313. [PMID: 37457747 PMCID: PMC10337329 DOI: 10.2196/42313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 11/23/2022] [Accepted: 03/22/2023] [Indexed: 07/18/2023]
9
Zgheib R, Chahbandarian G, Kamalov F, Messiry HE, Al-Gindy A. Towards an ML-based semantic IoT for pandemic management: A survey of enabling technologies for COVID-19. Neurocomputing 2023;528:160-177. [PMID: 36647510 PMCID: PMC9833856 DOI: 10.1016/j.neucom.2023.01.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 12/03/2022] [Accepted: 01/08/2023] [Indexed: 01/13/2023]
10
Wali A, Ahmad M, Naseer A, Tamoor M, Gilani S. StynMedGAN: Medical images augmentation using a new GAN model for improved diagnosis of diseases. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2023. [DOI: 10.3233/jifs-223996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
11
Zhu H, Wang J, Wang SH, Raman R, Górriz JM, Zhang YD. An Evolutionary Attention-Based Network for Medical Image Classification. Int J Neural Syst 2023;33:2350010. [PMID: 36655400 DOI: 10.1142/s0129065723500107] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
12
Han Y, Holste G, Ding Y, Tewfik A, Peng Y, Wang Z. Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays. IEEE TRANSACTIONS ON MEDICAL IMAGING 2023;42:750-761. [PMID: 36288235 PMCID: PMC10081959 DOI: 10.1109/tmi.2022.3217218] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
13
Balan E, Saraniya O. Novel neural network architecture using sharpened cosine similarity for robust classification of Covid-19, pneumonia and tuberculosis diseases from X-rays. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2023. [DOI: 10.3233/jifs-222840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
14
Yang M, Lim MK, Qu Y, Ni D, Xiao Z. Supply chain risk management with machine learning technology: A literature review and future research directions. COMPUTERS & INDUSTRIAL ENGINEERING 2023;175:108859. [PMID: 36475042 PMCID: PMC9715461 DOI: 10.1016/j.cie.2022.108859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 10/13/2022] [Accepted: 11/28/2022] [Indexed: 06/17/2023]
15
Celik G. Detection of Covid-19 and other pneumonia cases from CT and X-ray chest images using deep learning based on feature reuse residual block and depthwise dilated convolutions neural network. Appl Soft Comput 2023;133:109906. [PMID: 36504726 PMCID: PMC9726212 DOI: 10.1016/j.asoc.2022.109906] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Revised: 11/29/2022] [Accepted: 12/01/2022] [Indexed: 12/12/2022]
16
Aminu M, Yadav D, Hong L, Young E, Edelkamp P, Saad M, Salehjahromi M, Chen P, Sujit SJ, Chen MM, Sabloff B, Gladish G, de Groot PM, Godoy MCB, Cascone T, Vokes NI, Zhang J, Brock KK, Daver N, Woodman SE, Tawbi HA, Sheshadri A, Lee JJ, Jaffray D, Wu CC, Chung C, Wu J. Habitat Imaging Biomarkers for Diagnosis and Prognosis in Cancer Patients Infected with COVID-19. Cancers (Basel) 2022;15:275. [PMID: 36612278 PMCID: PMC9818576 DOI: 10.3390/cancers15010275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 12/28/2022] [Accepted: 12/29/2022] [Indexed: 01/03/2023]  Open
17
You C, Zhao R, Liu F, Dong S, Chinchali S, Topcu U, Staib L, Duncan JS. Class-Aware Adversarial Transformers for Medical Image Segmentation. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 2022;35:29582-29596. [PMID: 37533756 PMCID: PMC10395073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Subscribe] [Scholar Register] [Indexed: 08/04/2023]
18
Duong LT, Nguyen PT, Iovino L, Flammini M. Automatic detection of Covid-19 from chest X-ray and lung computed tomography images using deep neural networks and transfer learning. Appl Soft Comput 2022;132:109851. [PMCID: PMC9686054 DOI: 10.1016/j.asoc.2022.109851] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 10/02/2022] [Accepted: 11/14/2022] [Indexed: 11/27/2022]
19
Nawaz M, Nazir T, Javed A, Malik KM, Saudagar AKJ, Khan MB, Abul Hasanat MH, AlTameem A, AlKhathami M. Efficient-ECGNet framework for COVID-19 classification and correlation prediction with the cardio disease through electrocardiogram medical imaging. Front Med (Lausanne) 2022;9:1005920. [PMID: 36405585 PMCID: PMC9672089 DOI: 10.3389/fmed.2022.1005920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 10/19/2022] [Indexed: 11/06/2022]  Open
20
Nallakaruppan MK, Ramalingam S, Somayaji SRK, Prathiba SB. Comparative Analysis of Deep Learning Models Used in Impact Analysis of Coronavirus Chest X-ray Imaging. Biomedicines 2022;10:2791. [PMID: 36359310 PMCID: PMC9687278 DOI: 10.3390/biomedicines10112791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 10/19/2022] [Accepted: 10/22/2022] [Indexed: 11/06/2022]  Open
21
Ahila T, Subhajini AC. E-GCS: Detection of COVID-19 through classification by attention bottleneck residual network. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2022;116:105398. [PMID: 36158870 PMCID: PMC9485443 DOI: 10.1016/j.engappai.2022.105398] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 06/30/2022] [Accepted: 08/26/2022] [Indexed: 06/16/2023]
22
Elen A. Covid-19 detection from radiographs by feature-reinforced ensemble learning. CONCURRENCY AND COMPUTATION : PRACTICE & EXPERIENCE 2022;34:e7179. [PMID: 35941889 PMCID: PMC9350261 DOI: 10.1002/cpe.7179] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 06/15/2022] [Accepted: 06/17/2022] [Indexed: 05/27/2023]
23
Saheb SK, Narayanan B, Rao TVN. ADL-CDF: A Deep Learning Framework for COVID-19 Detection from CT Scans Towards an Automated Clinical Decision Support System. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2022;48:1-13. [PMID: 36212631 PMCID: PMC9531859 DOI: 10.1007/s13369-022-07271-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 09/06/2022] [Indexed: 11/29/2022]
24
Rashed BM, Popescu N. Critical Analysis of the Current Medical Image-Based Processing Techniques for Automatic Disease Evaluation: Systematic Literature Review. SENSORS (BASEL, SWITZERLAND) 2022;22:7065. [PMID: 36146414 PMCID: PMC9501859 DOI: 10.3390/s22187065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Revised: 09/06/2022] [Accepted: 09/14/2022] [Indexed: 06/16/2023]
25
Umer MJ, Amin J, Sharif M, Anjum MA, Azam F, Shah JH. An integrated framework for COVID-19 classification based on classical and quantum transfer learning from a chest radiograph. CONCURRENCY AND COMPUTATION : PRACTICE & EXPERIENCE 2022;34:e6434. [PMID: 34512201 PMCID: PMC8420477 DOI: 10.1002/cpe.6434] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 04/21/2021] [Accepted: 05/13/2021] [Indexed: 05/07/2023]
26
Liang S, Nie R, Cao J, Wang X, Zhang G. FCF: Feature complement fusion network for detecting COVID-19 through CT scan images. Appl Soft Comput 2022;125:109111. [PMID: 35693545 PMCID: PMC9167685 DOI: 10.1016/j.asoc.2022.109111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 05/12/2022] [Accepted: 05/26/2022] [Indexed: 11/17/2022]
27
Filchakova O, Dossym D, Ilyas A, Kuanysheva T, Abdizhamil A, Bukasov R. Review of COVID-19 testing and diagnostic methods. Talanta 2022;244:123409. [PMID: 35390680 PMCID: PMC8970625 DOI: 10.1016/j.talanta.2022.123409] [Citation(s) in RCA: 112] [Impact Index Per Article: 37.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 03/23/2022] [Accepted: 03/24/2022] [Indexed: 01/09/2023]
28
Din M, Gurbuz S, Akbal E, Dogan S, Durak M, Yildirim I, Tuncer T. Exemplar deep and hand-modeled features based automated and accurate cerebral hemorrhage classification method. Med Eng Phys 2022;105:103819. [DOI: 10.1016/j.medengphy.2022.103819] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 05/11/2022] [Accepted: 05/11/2022] [Indexed: 11/17/2022]
29
Automated Screening of COVID-19-Based Tongue Image on Chinese Medicine. BIOMED RESEARCH INTERNATIONAL 2022;2022:6825576. [PMID: 35782081 PMCID: PMC9246631 DOI: 10.1155/2022/6825576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 05/01/2022] [Accepted: 05/11/2022] [Indexed: 12/02/2022]
30
Ullah F, Moon J, Naeem H, Jabbar S. Explainable artificial intelligence approach in combating real-time surveillance of COVID19 pandemic from CT scan and X-ray images using ensemble model. THE JOURNAL OF SUPERCOMPUTING 2022;78:19246-19271. [PMID: 35754515 PMCID: PMC9206105 DOI: 10.1007/s11227-022-04631-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/25/2022] [Indexed: 06/01/2023]
31
Mondal AK. COVID-19 prognosis using limited chest X-ray images. Appl Soft Comput 2022;122:108867. [PMID: 35494338 PMCID: PMC9035620 DOI: 10.1016/j.asoc.2022.108867] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2021] [Revised: 01/18/2022] [Accepted: 04/09/2022] [Indexed: 01/31/2023]
32
Cihan P, Ozger ZB. A new approach for determining SARS-CoV-2 epitopes using machine learning-based in silico methods. Comput Biol Chem 2022;98:107688. [PMID: 35561658 PMCID: PMC9055767 DOI: 10.1016/j.compbiolchem.2022.107688] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 04/21/2022] [Accepted: 04/25/2022] [Indexed: 01/25/2023]
33
Pandey SK, Janghel RR, Mishra PK, Kaabra R. Machine learning based COVID -19 disease recognition using CT images of SIRM database. J Med Eng Technol 2022;46:590-603. [PMID: 35639099 DOI: 10.1080/03091902.2022.2080883] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
34
Aslan MF, Hasikin K, Yusefi A, Durdu A, Sabanci K, Azizan MM. COVID-19 Isolation Control Proposal via UAV and UGV for Crowded Indoor Environments: Assistive Robots in the Shopping Malls. Front Public Health 2022;10:855994. [PMID: 35734764 PMCID: PMC9208298 DOI: 10.3389/fpubh.2022.855994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Accepted: 05/10/2022] [Indexed: 11/13/2022]  Open
35
Aslan N, Ozmen Koca G, Kobat MA, Dogan S. Multi-classification deep CNN model for diagnosing COVID-19 using iterative neighborhood component analysis and iterative ReliefF feature selection techniques with X-ray images. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS : AN INTERNATIONAL JOURNAL SPONSORED BY THE CHEMOMETRICS SOCIETY 2022;224:104539. [PMID: 35368832 PMCID: PMC8964480 DOI: 10.1016/j.chemolab.2022.104539] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 03/07/2022] [Accepted: 03/14/2022] [Indexed: 05/16/2023]
36
Classification of COVID-19 and Influenza Patients Using Deep Learning. CONTRAST MEDIA & MOLECULAR IMAGING 2022;2022:8549707. [PMID: 35280712 PMCID: PMC8884121 DOI: 10.1155/2022/8549707] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 01/26/2022] [Indexed: 12/13/2022]
37
Alshehri E, Kalkatawi M, Abukhodair F, Khashoggi K, Alotaibi R. COVID-19 Diagnosis from Medical Images Using Transfer Learning. SAUDI JOURNAL OF HEALTH SYSTEMS RESEARCH 2022. [PMCID: PMC9059094 DOI: 10.1159/000521658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
38
Ozger ZB, Cihan P. A novel ensemble fuzzy classification model in SARS-CoV-2 B-cell epitope identification for development of protein-based vaccine. Appl Soft Comput 2022;116:108280. [PMID: 34931117 PMCID: PMC8673934 DOI: 10.1016/j.asoc.2021.108280] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 11/25/2021] [Accepted: 12/03/2021] [Indexed: 12/23/2022]
39
Irene D S, Beulah JR, K. A, K. K. An efficient COVID-19 detection from CT images using ensemble support vector machine with Ludo game-based swarm optimisation. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING: IMAGING & VISUALIZATION 2022. [DOI: 10.1080/21681163.2021.2024088] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
40
Saeed U, Shah SY, Ahmad J, Imran MA, Abbasi QH, Shah SA. Machine learning empowered COVID-19 patient monitoring using non-contact sensing: An extensive review. J Pharm Anal 2022;12:193-204. [PMID: 35003825 PMCID: PMC8724017 DOI: 10.1016/j.jpha.2021.12.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 12/29/2021] [Accepted: 12/30/2021] [Indexed: 12/20/2022]  Open
41
Kaur T, Gandhi TK. Classifier Fusion for Detection of COVID-19 from CT Scans. CIRCUITS, SYSTEMS, AND SIGNAL PROCESSING 2022;41:3397-3414. [PMID: 35002014 PMCID: PMC8722646 DOI: 10.1007/s00034-021-01939-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 12/10/2021] [Accepted: 12/11/2021] [Indexed: 05/31/2023]
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Swain S, Bhushan B, Dhiman G, Viriyasitavat W. Appositeness of Optimized and Reliable Machine Learning for Healthcare: A Survey. ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING : STATE OF THE ART REVIEWS 2022;29:3981-4003. [PMID: 35342282 PMCID: PMC8939887 DOI: 10.1007/s11831-022-09733-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 02/09/2022] [Indexed: 05/04/2023]
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de Moura J, Novo J, Ortega M. Fully automatic deep convolutional approaches for the analysis of COVID-19 using chest X-ray images. Appl Soft Comput 2021;115:108190. [PMID: 34899109 PMCID: PMC8645263 DOI: 10.1016/j.asoc.2021.108190] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Revised: 10/24/2021] [Accepted: 11/22/2021] [Indexed: 12/24/2022]
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Fischer G, De Silvestro A, Müller M, Frauenfelder T, Martini K. Computer-Aided Detection of Seven Chest Pathologies on Standard Posteroanterior Chest X-Rays Compared to Radiologists Reading Dual-Energy Subtracted Radiographs. Acad Radiol 2021;29:e139-e148. [PMID: 34706849 DOI: 10.1016/j.acra.2021.09.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 09/06/2021] [Accepted: 09/21/2021] [Indexed: 11/01/2022]
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Chen C, Zhou J, Zhou K, Wang Z, Xiao R. DW-UNet: Loss Balance under Local-Patch for 3D Infection Segmentation from COVID-19 CT Images. Diagnostics (Basel) 2021;11:1942. [PMID: 34829289 PMCID: PMC8623821 DOI: 10.3390/diagnostics11111942] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2021] [Revised: 10/17/2021] [Accepted: 10/18/2021] [Indexed: 12/23/2022]  Open
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Hasan NI. A Hybrid Method of Covid-19 Patient Detection from Modified CT-Scan/Chest-X-Ray Images Combining Deep Convolutional Neural Network And Two- Dimensional Empirical Mode Decomposition. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE UPDATE 2021;1:100022. [PMID: 34337590 PMCID: PMC8299229 DOI: 10.1016/j.cmpbup.2021.100022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 07/08/2021] [Accepted: 07/20/2021] [Indexed: 05/02/2023]
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A new composite approach for COVID-19 detection in X-ray images using deep features. Appl Soft Comput 2021;111:107669. [PMID: 34248447 PMCID: PMC8255192 DOI: 10.1016/j.asoc.2021.107669] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Revised: 05/23/2021] [Accepted: 06/25/2021] [Indexed: 11/23/2022]
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A CNN-based novel solution for determining the survival status of heart failure patients with clinical record data: numeric to image. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2021.102716] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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