@article{bb222200,
AUTHOR = "Zhang, Y.D.",
TITLE = "Fighting against COVID-19: Innovations and applications",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "4",
PAGES = "1111-1115",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217256"}
@article{bb222201,
AUTHOR = "Ibrahim, A.U. and Kibarer, A.G. and Al Turjman, F. and Kaba, S.",
TITLE = "Large-scaled detection of COVID-19 from X-ray using transfer learning",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "4",
PAGES = "1116-1128",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217257"}
@article{bb222202,
AUTHOR = "Erdem, K. and Kobat, M.A. and Bilen, M.N. and Balik, Y. and Alkan, S. and Cavlak, F. and Poyraz, A.K. and Barua, P.D. and Tuncer, I. and Dogan, S. and Baygin, M. and Erten, M. and Tuncer, T. and Tan, R.S. and Acharya, U.R.",
TITLE = "Hybrid-Patch-Alex: A new patch division and deep feature
extraction-based image classification model to detect COVID-19, heart
failure, and other lung conditions using medical images",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "4",
PAGES = "1144-1159",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217258"}
@article{bb222203,
AUTHOR = "Bagwan, F. and Pise, N.",
TITLE = "A precise and timely graph-based approach to identify SARS Covid19
infection from medical imaging data using IsoCovNet",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "4",
PAGES = "1160-1176",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217259"}
@article{bb222204,
AUTHOR = "Samantaray, L. and Panda, R. and Naik, M.K. and Abraham, A.",
TITLE = "A novel adaptive class weight adjustment-based multiclass
segmentation error minimization technique for COVID-19 X-ray image
analysis",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "4",
PAGES = "1177-1193",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217260"}
@article{bb222205,
AUTHOR = "Das, D. and Biswas, S.K. and Bandyopadhyay, S.",
TITLE = "Mixed attention and regularized COVID-19 network:
An approach to detection of COVID-19 with chest x-ray images",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "4",
PAGES = "1194-1222",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217261"}
@article{bb222206,
AUTHOR = "Ewaidat, H.A. and Balawi, S. and Bataineh, Z. and Al Dwairi, A. and Al Khalily, M. and Azez, K.A. and Almakhadmeh, A.",
TITLE = "Establishment of national diagnostic reference levels as guidelines
for computed tomography radiation in Jordan",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "4",
PAGES = "1223-1234",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217262"}
@article{bb222207,
AUTHOR = "Yan, N. and Tao, Y.",
TITLE = "Pneumonia X-ray detection with anchor-free detection framework and
data augmentation",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "4",
PAGES = "1235-1246",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217263"}
@article{bb222208,
AUTHOR = "Hertel, R. and Benlamri, R.",
TITLE = "Deep Learning Techniques for COVID-19 Diagnosis and Prognosis Based
on Radiological Imaging",
JOURNAL = Surveys,
VOLUME = "55",
YEAR = "2023",
NUMBER = "12",
MONTH = "March",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217264"}
@inproceedings{bb222209,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217265"}
@inproceedings{bb222210,
AUTHOR = "Galan Cuenca, A. and Miron, M. and Gallego, A.J. and Saval Calvo, M. and Pertusa, A.",
TITLE = "Inter vs. Intra Domain Study of Covid Chest X-ray Classification with
Imbalanced Datasets",
BOOKTITLE = IbPRIA23,
YEAR = "2023",
PAGES = "507-519",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217266"}
@inproceedings{bb222211,
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#TT217267"}
@inproceedings{bb222212,
AUTHOR = "Kollias, D. and Arsenos, A. and Kollias, S.",
TITLE = "Ai-mia: Covid-19 Detection and Severity Analysis Through Medical
Imaging",
BOOKTITLE = MIA-COVID19D22,
YEAR = "2022",
PAGES = "677-690",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217268"}
@inproceedings{bb222213,
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#TT217269"}
@inproceedings{bb222214,
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#TT217270"}
@inproceedings{bb222215,
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#TT217271"}
@inproceedings{bb222216,
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#TT217272"}
@inproceedings{bb222217,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217273"}
@inproceedings{bb222218,
AUTHOR = "Tan, W.J. and Yao, Q. and Liu, J.",
TITLE = "Two-stage Covid19 Classification Using Bert Features",
BOOKTITLE = MIA-COVID19D22,
YEAR = "2022",
PAGES = "517-525",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217274"}
@inproceedings{bb222219,
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
Based on Pyramid Vision Transformer",
BOOKTITLE = MIA-COVID19D22,
YEAR = "2022",
PAGES = "526-536",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217275"}
@inproceedings{bb222220,
AUTHOR = "Hou, J.L. and Xu, J. and Zhang, N. and Zhang, Y.J. and Zhang, X.B. and Feng, R.",
TITLE = "Boosting Covid-19 Severity Detection with Infection-aware Contrastive
Mixup Classification",
BOOKTITLE = MIA-COVID19D22,
YEAR = "2022",
PAGES = "537-551",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217276"}
@inproceedings{bb222221,
AUTHOR = "Weninger, L. and Romanzetti, S. and Ebert, J. and Reetz, K. and Merhof, D.",
TITLE = "Harmonization of Diffusion MRI Data Obtained with Multiple Head Coils
Using Hybrid Cnns",
BOOKTITLE = MIA-COVID19D22,
YEAR = "2022",
PAGES = "385-396",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217277"}
@inproceedings{bb222222,
AUTHOR = "Nakhli, R. and Darbandsari, A. and Farahani, H. and Bashashati, A.",
TITLE = "CCRL: Contrastive Cell Representation Learning",
BOOKTITLE = MIA-COVID19D22,
YEAR = "2022",
PAGES = "397-407",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217278"}
@inproceedings{bb222223,
AUTHOR = "Zhang, Z. and Guo, D.L.",
TITLE = "Unsupervised Domain Adaptation Based Automatic COVID-19 CT
Segmentation",
BOOKTITLE = ICIVC22,
YEAR = "2022",
PAGES = "375-380",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217279"}
@inproceedings{bb222224,
AUTHOR = "Tyagi, M. and Roy, S. and Bansal, V.",
TITLE = "Custom Weighted Balanced Loss function for Covid 19 Detection from an
Imbalanced CXR Dataset",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2707-2713",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217280"}
@inproceedings{bb222225,
AUTHOR = "Sahoo, P. and Saha, S. and Mondal, S. and Sharma, N.",
TITLE = "COVID-19 Detection from Lung Ultrasound Images using a Fuzzy
Ensemble-based Transfer Learning Technique",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "5170-5176",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217281"}
@inproceedings{bb222226,
AUTHOR = "Ben Haim, T. and Sofer, R.M. and Ben Arie, G. and Shelef, I. and Raviv, T.R.",
TITLE = "A Deep Ensemble Learning Approach to Lung CT Segmentation for
Covid-19 Severity Assessment",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "151-155",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217282"}
@inproceedings{bb222227,
AUTHOR = "Bruton, J. and Wang, H.",
TITLE = "Translated Skip Connections: Expanding the Receptive Fields of Fully
Convolutional Neural Networks",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "631-635",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217283"}
@inproceedings{bb222228,
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",
PAGES = "4098-4102",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217284"}
@inproceedings{bb222229,
AUTHOR = "Wang, J. and Li, B. and Huang, J. and Wei, M.M. and Song, M.X. and Wang, Z.",
TITLE = "Lisnet: A Covid-19 Lung Infection Segmentation Network Based on Edge
Supervision and Multi-Scale Context Aggregation",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2941-2945",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217285"}
@inproceedings{bb222230,
AUTHOR = "Bougourzi, F. and Distante, C. and Dornaika, F. and Taleb Ahmed, A. and Hadid, A.",
TITLE = "ILC-Unet++ for Covid-19 Infection Segmentation",
BOOKTITLE = MIACOVID22,
YEAR = "2022",
PAGES = "461-472",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217286"}
@inproceedings{bb222231,
AUTHOR = "Miron, R. and Breaban, M.E.",
TITLE = "Revitalizing Regression Tasks Through Modern Training Procedures:
Applications in Medical Image Analysis for Covid-19 Infection
Percentage Estimation",
BOOKTITLE = MIACOVID22,
YEAR = "2022",
PAGES = "473-482",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217287"}
@inproceedings{bb222232,
AUTHOR = "Trinh, Q.H. and Nguyen, M.V. and Nguyen Dinh, T.P.",
TITLE = "Res-Dense Net for 3D Covid Chest CT-Scan Classification",
BOOKTITLE = MIACOVID22,
YEAR = "2022",
PAGES = "483-495",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217288"}
@inproceedings{bb222233,
AUTHOR = "Tricarico, D. and Chaudhry, H.A.H. and Fiandrotti, A. and Grangetto, M.",
TITLE = "Deep Regression by Feature Regularization for COVID-19 Severity
Prediction",
BOOKTITLE = MIACOVID22,
YEAR = "2022",
PAGES = "496-507",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217289"}
@inproceedings{bb222234,
AUTHOR = "Spatafora, M.A.N. and Ortis, A. and Battiato, S.",
TITLE = "Mixup Data Augmentation for COVID-19 Infection Percentage Estimation",
BOOKTITLE = MIACOVID22,
YEAR = "2022",
PAGES = "508-519",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217290"}
@inproceedings{bb222235,
AUTHOR = "Chaudhary, S. and Yang, W.T. and Qiang, Y.",
TITLE = "Swin Transformer for COVID-19 Infection Percentage Estimation from
CT-Scans",
BOOKTITLE = MIACOVID22,
YEAR = "2022",
PAGES = "520-528",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217291"}
@inproceedings{bb222236,
AUTHOR = "Hsu, C.C. and Dai, S.J. and Chen, S.N.",
TITLE = "COVID-19 Infection Percentage Prediction via Boosted Hierarchical
Vision Transformer",
BOOKTITLE = MIACOVID22,
YEAR = "2022",
PAGES = "529-535",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217292"}
@inproceedings{bb222237,
AUTHOR = "Zedda, L. and Loddo, A. and di Ruberto, C.",
TITLE = "A Shallow Learning Investigation for COVID-19 Classification",
BOOKTITLE = "AIRCAD22",
YEAR = "2022",
PAGES = "326-337",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217293"}
@inproceedings{bb222238,
AUTHOR = "El Boujnouni, M.",
TITLE = "A study and identification of COVID-19 viruses using N-grams with
Naïve Bayes, K-Nearest Neighbors, Artificial Neural Networks,
Decision tree and Support Vector Machine",
BOOKTITLE = ISCV22,
YEAR = "2022",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217294"}
@inproceedings{bb222239,
AUTHOR = "Barbano, C.A. and Tartaglione, E. and Berzovini, C. and Calandri, M. and Grangetto, M.",
TITLE = "A Two-Step Radiologist-Like Approach for Covid-19 Computer-Aided
Diagnosis from Chest X-Ray Images",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "I:173-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217295"}
@inproceedings{bb222240,
AUTHOR = "Vidal, P.L. and de Moura, J. and Novo, J. and Ortega, M.",
TITLE = "Pulmonary-Restricted COVID-19 Informative Visual Screening Using Chest
X-ray Images from Portable Devices",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "I:65-76",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217296"}
@inproceedings{bb222241,
AUTHOR = "Zhu, X.Y. and Chen, J. and Zeng, X. and Liang, J.W. and Li, C.Q. and Liu, S. and Behpour, S. and Xu, M.",
TITLE = "Weakly Supervised 3D Semantic Segmentation Using Cross-Image
Consensus and Inter-Voxel Affinity Relations",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "2814-2824",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217297"}
@inproceedings{bb222242,
AUTHOR = "Shu, M. and Bowen, R.S. and Herrmann, C. and Qi, G. and Santacatterina, M. and Zabih, R.",
TITLE = "Deep survival analysis with longitudinal X-rays for COVID-19",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "4026-4035",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217298"}
@inproceedings{bb222243,
AUTHOR = "Allaouzi, I. and Benamrou, B. and Allaouzi, A. and Ouardouz, M. and Ben Ahmed, M.",
TITLE = "AI_COVID: Automatic Diagnosis of Covid-19 Using Frontal Chest X-ray
Image",
BOOKTITLE = SmartCityApp21,
YEAR = "2021",
PAGES = "57-63",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217299"}
@inproceedings{bb222244,
AUTHOR = "Laurini, E. and Rotilio, M. and de Berardinis, P. and Vittorini, P. and Cucchiella, F. and di Stefano, G. and Ferri, G. and Stornelli, V. and Tobia, L.",
TITLE = "Coflex: Flexible Bracelet Anti Covid-19 to Protect Construction Workers",
BOOKTITLE = SmartCity21,
YEAR = "2021",
PAGES = "63-68",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217300"}
@inproceedings{bb222245,
AUTHOR = "Bosowski, P. and Bosowska, J. and Nalepa, J.",
TITLE = "Evolving Deep Ensembles for Detecting Covid-19 In Chest X-Rays",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3772-3776",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217301"}
@inproceedings{bb222246,
AUTHOR = "Le, N. and Sorensen, J. and Bui, T.D. and Choudhary, A. and Luu, K. and Nguyen, H.",
TITLE = "PairFlow: Enhancing Portable Chest X-Ray By Flow-Based Deformation
for Covid-19 Diagnosing",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "215-219",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217302"}
@inproceedings{bb222247,
AUTHOR = "Altaf, F. and Islam, S.M.S. and Janjua, N.K. and Akhtar, N.",
TITLE = "Boosting Deep Transfer Learning for Covid-19 Classification",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "210-214",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217303"}
@inproceedings{bb222248,
AUTHOR = "Cao, J.W. and Jiang, L. and Hou, J.L. and Jiang, L.Q. and Zhao, R. and Shi, W.Y. and Shan, F. and Feng, R.",
TITLE = "Exploiting Deep Cross-Slice Features from CT Images for Multi-Class
Pneumonia Classification",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "205-209",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217304"}
@inproceedings{bb222249,
AUTHOR = "Gomes, D.P.S. and Ulhaq, A. and Paul, M. and Horry, M.J. and Chakraborty, S. and Saha, M. and Debnath, T. and Rahaman, D.M.M.",
TITLE = "Features of ICU Admission In X-Ray Images of Covid-19 Patients",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "200-204",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217305"}
@inproceedings{bb222250,
AUTHOR = "Perera, S. and Adhikari, S. and Yilmaz, A.",
TITLE = "Pocformer: A Lightweight Transformer Architecture for Detection of
Covid-19 Using Point of Care Ultrasound",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "195-199",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217306"}
@inproceedings{bb222251,
AUTHOR = "Yang, H. and Zhang, M. and Shen, L. and Wang, Q. and Chen, W.Q. and Liu, C. and Hong, M.J.",
TITLE = "MMFC: Multi-Modal Fusion Cascade Framework for Covid-19 Disease
Course Classification",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "190-194",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217307"}
@inproceedings{bb222252,
AUTHOR = "Degerli, A. and Kiranyaz, S. and Chowdhury, M.E.H. and Gabbouj, M.",
TITLE = "Osegnet: Operational Segmentation Network for Covid-19 Detection
Using Chest X-Ray Images",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2306-2310",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217308"}
@inproceedings{bb222253,
AUTHOR = "Degerli, A. and Ahishali, M. and Kiranyaz, S. and Chowdhury, M.E.H. and Gabbouj, M.",
TITLE = "Reliable Covid-19 Detection using Chest X-Ray Images",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "185-189",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217309"}
@inproceedings{bb222254,
AUTHOR = "Afshar, P. and Heidarian, S. and Naderkhani, F. and Rafiee, M.J. and Oikonomou, A. and Plataniotis, K.N. and Mohammadi, A.",
TITLE = "Hybrid Deep Learning Model for Diagnosis of Covid-19 Using Ct Scans
and Clinical/Demographic Data",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "180-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217310"}
@inproceedings{bb222255,
AUTHOR = "Liu, X.H. and Wang, K. and Chen, T.",
TITLE = "Deep Active Learning for Fibrosis Segmentation of Chest CT Scans from
Covid-19 Patients",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "175-179",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217311"}
@inproceedings{bb222256,
AUTHOR = "Panicker, M.R. and Chen, Y.T. and Gayathri, M. and Madhavanunni, N.A. and Narayan, K.V. and Kesavadas, C. and Vinod, A.P.",
TITLE = "Employing Acoustic Features To Aid Neural Networks Towards Platform
Agnostic Learning In Lung Ultrasound Imaging",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "170-174",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217312"}
@inproceedings{bb222257,
AUTHOR = "Altaf, F. and Islam, S.M.S. and Akhtar, N.",
TITLE = "Resetting the baseline: CT-based COVID-19 diagnosis with Deep
Transfer Learning is not as accurate as widely thought",
BOOKTITLE = DICTA21,
YEAR = "2021",
PAGES = "01-08",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217313"}
@inproceedings{bb222258,
AUTHOR = "Sebdani, A.M. and Mostafavi, A.",
TITLE = "Medical Image Processing and Deep Learning to Diagnose COVID-19 with
CT Images",
BOOKTITLE = IPRIA21,
YEAR = "2021",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217314"}
@inproceedings{bb222259,
AUTHOR = "Prabhushankar, M. and AlRegib, G.",
TITLE = "Extracting Causal Visual Features for Limited Label Classification",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3697-3701",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217315"}
@inproceedings{bb222260,
AUTHOR = "Dehzangi, O. and Jeihouni, P. and Finomore, V. and Rezai, A.",
TITLE = "Physiological Monitoring of Front-Line Caregivers for CV-19 Symptoms:
Multi-Resolution Analysis & Convolutional-Recurrent Networks",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "250-254",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217316"}
@inproceedings{bb222261,
AUTHOR = "Wang, D.D. and Arzhaeva, Y. and Devnath, L. and Qiao, M.Y. and Amirgholipour, S. and Liao, Q.Y. and McBean, R. and Hillhouse, J. and Luo, S. and Meredith, D. and Newbigin, K. and Yates, D.",
TITLE = "Automated Pneumoconiosis Detection on Chest X-Rays Using Cascaded
Learning with Real and Synthetic Radiographs",
BOOKTITLE = DICTA20,
YEAR = "2020",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217317"}
@inproceedings{bb222262,
AUTHOR = "Teli, M.N.",
TITLE = "TeliNet: Classifying CT scan images for COVID-19 diagnosis",
BOOKTITLE = MIA-COVID19D21,
YEAR = "2021",
PAGES = "496-502",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217318"}
@inproceedings{bb222263,
AUTHOR = "Anwar, T.",
TITLE = "COVID19 Diagnosis using AutoML from 3D CT scans",
BOOKTITLE = MIA-COVID19D21,
YEAR = "2021",
PAGES = "503-507",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217319"}
@inproceedings{bb222264,
AUTHOR = "Liang, S. and Zhang, W. and Gu, Y.",
TITLE = "A hybrid and fast deep learning framework for Covid-19 detection via
3D Chest CT Images",
BOOKTITLE = MIA-COVID19D21,
YEAR = "2021",
PAGES = "508-512",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217320"}
@inproceedings{bb222265,
AUTHOR = "Zhang, L. and Wen, Y.",
TITLE = "A transformer-based framework for automatic COVID19 diagnosis in
chest CTs",
BOOKTITLE = MIA-COVID19D21,
YEAR = "2021",
PAGES = "513-518",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217321"}
@inproceedings{bb222266,
AUTHOR = "Ayyar, M.P. and Benois Pineau, J. and Zemmari, A.",
TITLE = "A Hierarchical Classification System for the Detection of Covid-19
from Chest X-Ray Images",
BOOKTITLE = MIA-COVID19D21,
YEAR = "2021",
PAGES = "519-528",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217322"}
@inproceedings{bb222267,
AUTHOR = "Miron, R. and Moisii, C. and Dinu, S. and Breaban, M.E.",
TITLE = "Evaluating volumetric and slice-based approaches for COVID-19
detection in chest CTs",
BOOKTITLE = MIA-COVID19D21,
YEAR = "2021",
PAGES = "529-536",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217323"}
@inproceedings{bb222268,
AUTHOR = "Kollias, D. and Arsenos, A. and Soukissian, L. and Kollias, S.",
TITLE = "MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis",
BOOKTITLE = MIA-COVID19D21,
YEAR = "2021",
PAGES = "537-544",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217324"}
@inproceedings{bb222269,
AUTHOR = "Rao, A. and Park, J. and Aalami, O.",
TITLE = "The Value of Visual Attention for COVID-19 Classification in CT Scans",
BOOKTITLE = MIA-COVID19D21,
YEAR = "2021",
PAGES = "433-438",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217325"}
@inproceedings{bb222270,
AUTHOR = "Rundo, F. and Genovese, A. and Leotta, R. and Scotti, F. and Piuri, V. and Battiato, S.",
TITLE = "Advanced 3D Deep Non-Local Embedded System for Self-Augmented
X-Ray-based COVID-19 Assessment",
BOOKTITLE = MIA-COVID19D21,
YEAR = "2021",
PAGES = "423-432",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217326"}
@inproceedings{bb222271,
AUTHOR = "Tan, W.J. and Liu, J.F.",
TITLE = "A 3D CNN Network with BERT For Automatic COVID-19 Diagnosis From
CT-Scan Images",
BOOKTITLE = MIA-COVID19D21,
YEAR = "2021",
PAGES = "439-445",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217327"}
@inproceedings{bb222272,
AUTHOR = "Gil, D. and Baeza, S. and Sanchez, C. and Torres, G. and Garcia Olive, I. and Moragas, G. and Deportos, J. and Salcedo, M. and Rosell, A.",
TITLE = "Intelligent Radiomic Analysis of Q-SPECT/CT images to optimize
pulmonary embolism diagnosis in COVID-19 patients",
BOOKTITLE = MIA-COVID19D21,
YEAR = "2021",
PAGES = "446-453",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217328"}
@inproceedings{bb222273,
AUTHOR = "Hou, J.L. and Xu, J. and Feng, R. and Zhang, Y. and Shan, F. and Shi, W.Y.",
TITLE = "CMC-COV19D: Contrastive Mixup Classification for COVID-19 Diagnosis",
BOOKTITLE = MIA-COVID19D21,
YEAR = "2021",
PAGES = "454-461",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217329"}
@inproceedings{bb222274,
AUTHOR = "Amer, A. and Ye, X. and Janan, F.",
TITLE = "Residual Dilated U-net For The Segmentation Of COVID-19 Infection
From CT Images",
BOOKTITLE = MIA-COVID19D21,
YEAR = "2021",
PAGES = "462-470",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217330"}
@inproceedings{bb222275,
AUTHOR = "Chen, G.L. and Hsu, C.C. and Wu, M.H.",
TITLE = "Adaptive Distribution Learning with Statistical Hypothesis Testing
for COVID-19 CT Scan Classification",
BOOKTITLE = MIA-COVID19D21,
YEAR = "2021",
PAGES = "471-479",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217331"}
@inproceedings{bb222276,
AUTHOR = "Tartaglione, E. and Barbano, C.A. and Grangetto, M.",
TITLE = "EnD: Entangling and Disentangling deep representations for bias
correction",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "13503-13512",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217332"}
@inproceedings{bb222277,
AUTHOR = "Simon, M. and Schaub, N.J. and Yu, S. and Ouladi, M. and Nagarajan, J. and Bayankaram, S.P. and Bajcsy, P. and Hotaling, N.",
TITLE = "Quantifying Variability in Microscopy Image Analyses for COVID-19
Drug Discovery",
BOOKTITLE = CVMI21,
YEAR = "2021",
PAGES = "3796-3804",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217333"}
@inproceedings{bb222278,
AUTHOR = "Campos, M.S.R. and Bautista, S.S. and Guerrero, J.V.A. and Suarez, S.C. and Lopez, J.M.L.",
TITLE = "COVID-19 Related Pneumonia Detection in Lung Ultrasound",
BOOKTITLE = MCPR21,
YEAR = "2021",
PAGES = "316-324",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217334"}
@inproceedings{bb222279,
AUTHOR = "Laradji, I. and Rodriguez, P. and Manas, O. and Lensink, K. and Law, M. and Kurzman, L. and Parker, W. and Vazquez, D. and Nowrouzezahrai, D.",
TITLE = "A Weakly Supervised Consistency-based Learning Method for COVID-19
Segmentation in CT Images",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "2452-2461",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217335"}
@inproceedings{bb222280,
AUTHOR = "Calderon Ramirez, S. and Giri, R. and Yang, S.X. and Moemeni, A. and Umana, M. and Elizondo, D. and Torrents Barrena, J. and Molina Cabello, M.A.",
TITLE = "Dealing with Scarce Labelled Data: Semi-supervised Deep Learning with
Mix Match for Covid-19 Detection Using Chest X-ray Images",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "5294-5301",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217336"}
@inproceedings{bb222281,
AUTHOR = "Prasad, S. and Lin, D.Y. and Li, Y.Q. and Sheng, D. and Min, O.Z.",
TITLE = "Rethinking of Deep Models Parameters with Respect to Data
Distribution",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8562-8569",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217337"}
@inproceedings{bb222282,
AUTHOR = "Xu, R. and Wang, Y. and Liu, T.T. and Ye, X.C. and Lin, L. and Chen, Y.W. and Kido, S. and Tomiyama, N.",
TITLE = "BG-Net: Boundary-Guided Network for Lung Segmentation on Clinical CT
Images",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8782-8788",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217338"}
@inproceedings{bb222283,
AUTHOR = "Xu, R. and Cao, X. and Wang, Y.F. and Chen, Y.W. and Ye, X.C. and Lin, L. and Zhu, W.C. and Chen, C. and Xu, F.Y. and Zhou, Y. and Hu, H.J. and Kido, S. and Tomiyama, N.",
TITLE = "Unsupervised Detection of Pulmonary Opacities for Computer-Aided
Diagnosis of COVID-19 on CT Images",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9007-9014",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217339"}
@inproceedings{bb222284,
AUTHOR = "Buongiorno, R. and Germanese, D. and Romei, C. and Tavanti, L. and de Liperi, A. and Colantonio, S.",
TITLE = "UIP-Net: A Decoder-encoder CNN for the Detection and Quantification of
Usual Interstitial Pneumoniae Pattern in Lung CT Scan Images",
BOOKTITLE = AIHA20,
YEAR = "2020",
PAGES = "389-405",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217340"}
@inproceedings{bb222285,
AUTHOR = "Yazdekhasty, P. and Zindari, A. and Nabizadeh ShahreBabak, Z. and Roshandel, R. and Khadivi, P. and Karimi, N. and Samavi, S.",
TITLE = "Bifurcated Autoencoder for Segmentation of Covid-19 Infected Regions in
Ct Images",
BOOKTITLE = DLPR20,
YEAR = "2020",
PAGES = "597-607",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217341"}
@inproceedings{bb222286,
AUTHOR = "Chiari, M. and Gerevini, A.E. and Maroldi, R. and Olivato, M. and Putelli, L. and Serina, I.",
TITLE = "Length of Stay Prediction for Northern Italy Covid-19 Patients Based on
Lab Tests and X-ray Data",
BOOKTITLE = AIHA20,
YEAR = "2020",
PAGES = "212-226",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217342"}
@inproceedings{bb222287,
AUTHOR = "Qjidaa, M. and Ben Fares, A. and Mechbal, Y. and Amakdouf, H. and Maaroufi, M. and Alami, B. and Qjidaa, H.",
TITLE = "Development of a clinical decision support system for the early
detection of COVID-19 using deep learning based on chest radiographic
images",
BOOKTITLE = ISCV20,
YEAR = "2020",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217343"}
@inproceedings{bb222288,
AUTHOR = "Qjidaa, M. and Mechbal, Y. and Ben fares, A. and Amakdouf, H. and Maaroufi, M. and Alami, B. and Qjidaa, H.",
TITLE = "Early detection of COVID19 by deep learning transfer Model for
populations in isolated rural areas",
BOOKTITLE = ISCV20,
YEAR = "2020",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217344"}
@inproceedings{bb222289,
AUTHOR = "Gazzah, S. and Bencharef, O.",
TITLE = "A Survey on how computer vision can response to urgent need to
contribute in COVID-19 pandemics",
BOOKTITLE = ISCV20,
YEAR = "2020",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217345"}
@inproceedings{bb222290,
AUTHOR = "Gabruseva, T. and Poplavskiy, D. and Kalinin, A.",
TITLE = "Deep Learning for Automatic Pneumonia Detection",
BOOKTITLE = WiCV20,
YEAR = "2020",
PAGES = "1436-1443",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217346"}
@inproceedings{bb222291,
AUTHOR = "Sousa, G.G.B. and Fernandes, V.R.M. and de Paiva, A.C.",
TITLE = "Optimized Deep Learning Architecture for the Diagnosis of Pneumonia
Through Chest X-Rays",
BOOKTITLE = ICIAR19,
YEAR = "2019",
PAGES = "II:353-361",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217347"}
@inproceedings{bb222292,
AUTHOR = "Murray, V. and Pattichis, M.S. and Davis, H. and Barriga, E.S. and Soliz, P.",
TITLE = "Multiscale AM-FM analysis of pneumoconiosis x-ray images",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "4201-4204",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217348"}
@inproceedings{bb222293,
AUTHOR = "Tong, X. and Tao, D.C. and Antonio, G.E.",
TITLE = "Texture classification of SARS infected region in radiographic image",
BOOKTITLE = ICIP04,
YEAR = "2004",
PAGES = "V: 2941-2944",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217349"}
@inproceedings{bb222294,
AUTHOR = "Pattichis, M.S. and Pattichis, C.S. and Christodoulou, C.I. and James, D. and Ketai, L. and Soliz, P.",
TITLE = "A screening system for the assessment of opacity profusion in chest
radiographs of miners with pneumoconiosis",
BOOKTITLE = Southwest02,
YEAR = "2002",
PAGES = "130-133",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217350"}
@inproceedings{bb222295,
AUTHOR = "Chen, X. and Hasegawa, J.I. and Toriwaki, J.I.",
TITLE = "Quantitative diagnosis of pneumoconiosis based on recognition of small
rounded opacities in chest X-ray images",
BOOKTITLE = ICPR88,
YEAR = "1988",
PAGES = "I: 462-464",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862pne2.html#TT217351"}
@article{bb222296,
AUTHOR = "Schilham, A.M.R. and van Ginneken, B. and Gietema, H. and Prokop, M.",
TITLE = "Local Noise Weighted Filtering for Emphysema Scoring of Low-Dose CT
Images",
JOURNAL = MedImg,
VOLUME = "25",
YEAR = "2006",
NUMBER = "4",
MONTH = "April",
PAGES = "451-463",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT217352"}
@article{bb222297,
AUTHOR = "Sluimer, I. and Prokop, M. and van Ginneken, B.",
TITLE = "Toward Automated Segmentation of the Pathological Lung in CT",
JOURNAL = IP,
VOLUME = "14",
YEAR = "2005",
NUMBER = "9",
MONTH = "September",
PAGES = "1360-1371",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT217353"}
@article{bb222298,
AUTHOR = "Sluimer, I. and Schilham, A.M.R. and Prokop, M. and van Ginneken, B.",
TITLE = "Computer Analysis of Computed Tomography Scans of the Lung: A Survey",
JOURNAL = MedImg,
VOLUME = "25",
YEAR = "2006",
NUMBER = "4",
MONTH = "April",
PAGES = "385-405",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT217354"}
@inproceedings{bb222299,
AUTHOR = "Loog, M. and van Ginneken, B.",
TITLE = "Bony Structure Suppression in Chest Radiographs",
BOOKTITLE = CVAMIA06,
YEAR = "2006",
PAGES = "166-177",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT217355"}
Last update: