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        TITLE = "A deep learning-based x-ray imaging diagnosis system for
classification of tuberculosis, COVID-19, and pneumonia traits using
evolutionary algorithm",
        JOURNAL = IJIST,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "1",
        PAGES = "e23014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228173"}

@article{bb233201,
        AUTHOR = "Naik, M.K. and Swain, M. and Panda, R. and Abraham, A.",
        TITLE = "Novel Square Error Minimization-Based Multilevel Thresholding Method
for COVID-19 X-Ray Image Analysis Using Fast Cuckoo Search",
        JOURNAL = IJIG,
        VOLUME = "24",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "Jan",
        PAGES = "2450004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228174"}

@article{bb233202,
        AUTHOR = "Ali, M.U. and Zafar, A. and Tanveer, J. and Khan, M.A. and Kim, S.H. and Alsulami, M.M. and Lee, S.W.",
        TITLE = "Deep learning network selection and optimized information fusion for
enhanced COVID-19 detection",
        JOURNAL = IJIST,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228175"}

@article{bb233203,
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        TITLE = "Differentiation of COVID-19 pneumonia from other lung diseases using
CT radiomic features and machine learning:
A large multicentric cohort study",
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        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "2",
        PAGES = "e23028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228176"}

@article{bb233204,
        AUTHOR = "Islam, M.K. and Rahman, M.M. and Ali, M.S. and Mahim, S.M. and Miah, M.S.",
        TITLE = "Enhancing lung abnormalities diagnosis using hybrid DCNN-ViT-GRU
model with explainable AI: A deep learning approach",
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        VOLUME = "142",
        YEAR = "2024",
        PAGES = "104918",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228177"}

@article{bb233205,
        AUTHOR = "Wu, H. and Zhang, B.M. and Chen, C. and Qin, J.",
        TITLE = "Federated Semi-Supervised Medical Image Segmentation via
Prototype-Based Pseudo-Labeling and Contrastive Learning",
        JOURNAL = MedImg,
        VOLUME = "43",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "649-661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228178"}

@article{bb233206,
        AUTHOR = "Xie, J.S. and Wu, Q. and Zhu, R.",
        TITLE = "Entropy-guided contrastive learning for semi-supervised medical image
segmentation",
        JOURNAL = IET-IPR,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "2",
        PAGES = "312-326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228179"}

@article{bb233207,
        AUTHOR = "Deng, S.Q. and Zhang, X. and Jiang, S.C.",
        TITLE = "A diagnostic report supervised deep learning model training strategy
for diagnosis of COVID-19",
        JOURNAL = PR,
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@article{bb233208,
        AUTHOR = "Li, X.J. and Fei, X. and Yan, Z. and Ren, H.P. and Shi, C. and Zhang, X. and Mumtaz, I. and Luo, Y. and Wu, X.",
        TITLE = "CAGAN: Classifier-augmented generative adversarial networks for
weakly-supervised COVID-19 lung lesion localisation",
        JOURNAL = IET-CV,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "1",
        PAGES = "1-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228181"}

@inproceedings{bb233209,
        AUTHOR = "Yang, J.B.",
        TITLE = "Revolutionizing COVID-19 Diagnosis with Swin Transformer: A
Comparative Study on CT Image Attention Analysisand CNN Models
performance",
        BOOKTITLE = CVIDL23,
        YEAR = "2023",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228182"}

@inproceedings{bb233210,
        AUTHOR = "Ahmed, F. and Nuwagira, B. and Torlak, F. and Coskunuzer, B.",
        TITLE = "Topo-CXR: Chest X-ray TB and Pneumonia Screening with Topological
Machine Learning",
        BOOKTITLE = CVAMD23,
        YEAR = "2023",
        PAGES = "2318-2328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228183"}

@inproceedings{bb233211,
        AUTHOR = "Dack, E. and Brigato, L. and McMurray, M. and Fontanellaz, M. and Frauenfelder, T. and Hoppe, H. and Exadaktylos, A. and Geiser, T. and Funke Chambour, M. and Christel, A. and Ebner, L. and Mougiakakou, S.",
        TITLE = "An Empirical Analysis for Zero-Shot Multi-Label Classification on
COVID-19 CT Scans and Uncurated Reports",
        BOOKTITLE = CVAMD23,
        YEAR = "2023",
        PAGES = "2626-2635",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228184"}

@inproceedings{bb233212,
        AUTHOR = "Roberto, G.F. and Pereira, D.C. and Martins, A.S. and Tosta, T.A.A. and Soares, C. and Lumini, A. and Rozendo, G.B. and Neves, L.A. and Nascimento, M.Z.",
        TITLE = "Detection of Covid-19 in Chest X-ray Images Using Percolation Features
and Hermite Polynomial Classification",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228185"}

@inproceedings{bb233213,
        AUTHOR = "Dong, A. and Wang, R.X. and Lv, G.H. and Zhao, G.X. and Zhai, Y.",
        TITLE = "Mix-Net: Automatic Segmentation of COVID-19 CT Images Based on
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@inproceedings{bb233214,
        AUTHOR = "Shea, D.E. and Kulhare, S. and Millin, R. and Laverriere, Z. and Mehanian, C. and Delahunt, C.B. and Banik, D. and Zheng, X.L. and Zhu, M. and Ji, Y. and Ostbye, T. and Mehanian, M.M.S. and Uwajeh, A. and Akinsete, A.M. and Wang, F. and Horning, M.P.",
        TITLE = "Deep Learning Video Classification of Lung Ultrasound Features
Associated with Pneumonia",
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        YEAR = "2023",
        PAGES = "3103-3112",
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@inproceedings{bb233215,
        AUTHOR = "Ali, H. and Gronlund, C. and Shah, Z.",
        TITLE = "Leveraging GANs for data scarcity of COVID-19: Beyond the hype",
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        YEAR = "2023",
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@inproceedings{bb233216,
        AUTHOR = "Cores, D. and Vila Blanco, N. and Mucientes, M. and Carreira, M.J.",
        TITLE = "Few-shot Image Classification for Automatic Covid-19 Diagnosis",
        BOOKTITLE = IbPRIA23,
        YEAR = "2023",
        PAGES = "545-556",
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@inproceedings{bb233217,
        AUTHOR = "Galan Cuenca, A. and Miron, M. and Gallego, A.J. and Saval Calvo, M. and Pertusa, A.",
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Imbalanced Datasets",
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        YEAR = "2023",
        PAGES = "507-519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228190"}

@inproceedings{bb233218,
        AUTHOR = "Turnbull, R.",
        TITLE = "Using a 3d Resnet for Detecting the Presence and Severity of Covid-19
from CT Scans",
        BOOKTITLE = MIA-COVID19D22,
        YEAR = "2022",
        PAGES = "663-676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228191"}

@inproceedings{bb233219,
        AUTHOR = "Kollias, D. and Arsenos, A. and Kollias, S.",
        TITLE = "Ai-mia: Covid-19 Detection and Severity Analysis Through Medical
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        BOOKTITLE = MIA-COVID19D22,
        YEAR = "2022",
        PAGES = "677-690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228192"}

@inproceedings{bb233220,
        AUTHOR = "Bougourzi, F. and Distante, C. and Dornaika, F. and Taleb Ahmed, A.",
        TITLE = "CNR-IEMN-CD and CNR-IEMN-CSD Approaches for Covid-19 Detection and
Covid-19 Severity Detection from 3d Ct-scans",
        BOOKTITLE = MIA-COVID19D22,
        YEAR = "2022",
        PAGES = "593-604",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228193"}

@inproceedings{bb233221,
        AUTHOR = "Berenguer, A.D. and Mukherjee, T. and Da, Y.F. and Bossa, M.N. and Kvasnytsia, M. and Vandemeulebroucke, J. and Deligiannis, N. and Sahli, H.",
        TITLE = "Representation Learning with Information Theory to Detect Covid-19 and
Its Severity",
        BOOKTITLE = MIA-COVID19D22,
        YEAR = "2022",
        PAGES = "605-620",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228194"}

@inproceedings{bb233222,
        AUTHOR = "Hsu, C.C. and Tsai, C.H. and Chen, G.L. and Ma, S.D. and Tai, S.C.",
        TITLE = "Spatial-slice Feature Learning Using Visual Transformer and Essential
Slices Selection Module for Covid-19 Detection of Ct Scans in the Wild",
        BOOKTITLE = MIA-COVID19D22,
        YEAR = "2022",
        PAGES = "621-634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228195"}

@inproceedings{bb233223,
        AUTHOR = "Hou, J.L. and Xu, J. and Zhang, N. and Wang, Y. and Zhang, Y. and Zhang, X.B. and Feng, R.",
        TITLE = "CMC_V2: Towards More Accurate Covid-19 Detection with Discriminative
Video Priors",
        BOOKTITLE = MIA-COVID19D22,
        YEAR = "2022",
        PAGES = "485-499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228196"}

@inproceedings{bb233224,
        AUTHOR = "Kienzle, D. and Lorenz, J. and Schon, R. and Ludwig, K. and Lienhart, R.",
        TITLE = "Covid Detection and Severity Prediction with 3d-convnext and Custom
Pretrainings",
        BOOKTITLE = MIA-COVID19D22,
        YEAR = "2022",
        PAGES = "500-516",
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@inproceedings{bb233225,
        AUTHOR = "Tan, W.J. and Yao, Q. and Liu, J.",
        TITLE = "Two-stage Covid19 Classification Using Bert Features",
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        YEAR = "2022",
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@inproceedings{bb233226,
        AUTHOR = "Zheng, L. and Fang, J.X. and Tang, X.R. and Li, H.Z. and Fan, J.X. and Wang, T.Y. and Zhou, R. and Yan, Z.Y.",
        TITLE = "PVT-COV19D: Covid-19 Detection Through Medical Image Classification
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        BOOKTITLE = MIA-COVID19D22,
        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT228199"}

@inproceedings{bb233227,
        AUTHOR = "Hou, J.L. and Xu, J. and Zhang, N. and Zhang, Y.J. and Zhang, X.B. and Feng, R.",
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@inproceedings{bb233228,
        AUTHOR = "Weninger, L. and Romanzetti, S. and Ebert, J. and Reetz, K. and Merhof, D.",
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@inproceedings{bb233229,
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@inproceedings{bb233230,
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        BOOKTITLE = ICIVC22,
        YEAR = "2022",
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@inproceedings{bb233231,
        AUTHOR = "Tyagi, M. and Roy, S. and Bansal, V.",
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        BOOKTITLE = "ICPR22",
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@inproceedings{bb233232,
        AUTHOR = "Sahoo, P. and Saha, S. and Mondal, S. and Sharma, N.",
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        BOOKTITLE = "ICPR22",
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@inproceedings{bb233233,
        AUTHOR = "Ben Haim, T. and Sofer, R.M. and Ben Arie, G. and Shelef, I. and Raviv, T.R.",
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Covid-19 Severity Assessment",
        BOOKTITLE = ICIP22,
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@inproceedings{bb233234,
        AUTHOR = "Bruton, J. and Wang, H.",
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Convolutional Neural Networks",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
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@inproceedings{bb233235,
        AUTHOR = "Li, X. and Niu, Q. and Zhang, C.Y. and Ding, H. and Shang, Y.Y.",
        TITLE = "PGUNeT: Covid-19 CT Image Segmentation Using GAN and Feature Pyramid",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
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@inproceedings{bb233236,
        AUTHOR = "Wang, J. and Li, B. and Huang, J. and Wei, M.M. and Song, M.X. and Wang, Z.M.",
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        YEAR = "2022",
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@inproceedings{bb233237,
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@inproceedings{bb233238,
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Percentage Estimation",
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@inproceedings{bb233240,
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@inproceedings{bb233245,
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@inproceedings{bb233250,
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@inproceedings{bb233251,
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