@inproceedings{bb258400,
AUTHOR = "Hsu, C.C. and Lee, C.M. and Chiang, Y.F. and Chou, Y.S. and Jiang, C.Y. and Tai, S.C. and Tsai, C.H.",
TITLE = "A Closer Look at Spatial-Slice Features Learning for COVID-19
Detection",
BOOKTITLE = DEF-AI-MIA24,
YEAR = "2024",
PAGES = "4924-4934",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862covid4.html#TT253262"}
@inproceedings{bb258401,
AUTHOR = "Kollias, D. and Arsenos, A. and Kollias, S.",
TITLE = "Domain adaptation, Explainability & Fairness in AI for Medical Image
Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans",
BOOKTITLE = DEF-AI-MIA24,
YEAR = "2024",
PAGES = "4907-4914",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862covid4.html#TT253263"}
@inproceedings{bb258402,
AUTHOR = "Alam, S.S. and Munna, K.H. and Rafee, M.M.S.",
TITLE = "Covid-19 Detection From CT Scan Images Using Deep Learning Models",
BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862covid4.html#TT253264"}
@inproceedings{bb258403,
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/medical862covid4.html#TT253265"}
@inproceedings{bb258404,
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/medical862covid4.html#TT253266"}
@inproceedings{bb258405,
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",
BOOKTITLE = CIARP23,
YEAR = "2023",
PAGES = "I:163-177",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862covid4.html#TT253267"}
@inproceedings{bb258406,
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
Parallel Design",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "2145-2149",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862covid4.html#TT253268"}
@inproceedings{bb258407,
AUTHOR = "Ali, H. and Gronlund, C. and Shah, Z.",
TITLE = "Leveraging GANs for data scarcity of COVID-19: Beyond the hype",
BOOKTITLE = GCV23,
YEAR = "2023",
PAGES = "659-667",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862covid4.html#TT253269"}
@inproceedings{bb258408,
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/medical862covid4.html#TT253270"}
@inproceedings{bb258409,
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/medical862covid4.html#TT253271"}
@inproceedings{bb258410,
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/medical862covid4.html#TT253272"}
@inproceedings{bb258411,
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/medical862covid4.html#TT253273"}
@inproceedings{bb258412,
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/medical862covid4.html#TT253274"}
@inproceedings{bb258413,
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/medical862covid4.html#TT253275"}
@inproceedings{bb258414,
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/medical862covid4.html#TT253276"}
@inproceedings{bb258415,
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/medical862covid4.html#TT253277"}
@inproceedings{bb258416,
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/medical862covid4.html#TT253278"}
@inproceedings{bb258417,
AUTHOR = "Tan, W.J. and Yao, Q. and Liu, J.F.",
TITLE = "Two-stage Covid19 Classification Using Bert Features",
BOOKTITLE = MIA-COVID19D22,
YEAR = "2022",
PAGES = "517-525",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862covid4.html#TT253279"}
@inproceedings{bb258418,
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/medical862covid4.html#TT253280"}
@inproceedings{bb258419,
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/medical862covid4.html#TT253281"}
@inproceedings{bb258420,
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/medical862covid4.html#TT253282"}
@inproceedings{bb258421,
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/medical862covid4.html#TT253283"}
@inproceedings{bb258422,
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/medical862covid4.html#TT253284"}
@inproceedings{bb258423,
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/medical862covid4.html#TT253285"}
@inproceedings{bb258424,
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/medical862covid4.html#TT253286"}
@inproceedings{bb258425,
AUTHOR = "Wang, J. and Li, B. and Huang, J. and Wei, M.M. and Song, M.X. and Wang, Z.M.",
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/medical862covid4.html#TT253287"}
@inproceedings{bb258426,
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/medical862covid4.html#TT253288"}
@inproceedings{bb258427,
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/medical862covid4.html#TT253289"}
@inproceedings{bb258428,
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/medical862covid4.html#TT253290"}
@inproceedings{bb258429,
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/medical862covid4.html#TT253291"}
@inproceedings{bb258430,
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/medical862covid4.html#TT253292"}
@inproceedings{bb258431,
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/medical862covid4.html#TT253293"}
@inproceedings{bb258432,
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/medical862covid4.html#TT253294"}
@inproceedings{bb258433,
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/medical862covid4.html#TT253295"}
@inproceedings{bb258434,
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/medical862covid4.html#TT253296"}
@inproceedings{bb258435,
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/medical862covid4.html#TT253297"}
@inproceedings{bb258436,
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/medical862covid4.html#TT253298"}
@inproceedings{bb258437,
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/medical862covid4.html#TT253299"}
@inproceedings{bb258438,
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/medical862covid4.html#TT253300"}
@inproceedings{bb258439,
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/medical862covid4.html#TT253301"}
@inproceedings{bb258440,
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/medical862covid4.html#TT253302"}
@inproceedings{bb258441,
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/medical862covid4.html#TT253303"}
@inproceedings{bb258442,
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/medical862covid4.html#TT253304"}
@inproceedings{bb258443,
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/medical862covid4.html#TT253305"}
@inproceedings{bb258444,
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/medical862covid4.html#TT253306"}
@inproceedings{bb258445,
AUTHOR = "Yang, H. and Zhang, M.K. and Shen, L. and Wang, Q.L. 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/medical862covid4.html#TT253307"}
@inproceedings{bb258446,
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/medical862covid4.html#TT253308"}
@inproceedings{bb258447,
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/medical862covid4.html#TT253309"}
@inproceedings{bb258448,
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/medical862covid4.html#TT253310"}
@inproceedings{bb258449,
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/medical862covid4.html#TT253311"}
@inproceedings{bb258450,
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/medical862covid4.html#TT253312"}
@inproceedings{bb258451,
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/medical862covid4.html#TT253313"}
@inproceedings{bb258452,
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/medical862covid4.html#TT253314"}
@inproceedings{bb258453,
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/medical862covid4.html#TT253315"}
@inproceedings{bb258454,
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/medical862covid4.html#TT253316"}
@inproceedings{bb258455,
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/medical862covid4.html#TT253317"}
@inproceedings{bb258456,
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/medical862covid4.html#TT253318"}
@inproceedings{bb258457,
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/medical862covid4.html#TT253319"}
@inproceedings{bb258458,
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/medical862covid4.html#TT253320"}
@inproceedings{bb258459,
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/medical862covid4.html#TT253321"}
@inproceedings{bb258460,
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/medical862covid4.html#TT253322"}
@inproceedings{bb258461,
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/medical862covid4.html#TT253323"}
@inproceedings{bb258462,
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/medical862covid4.html#TT253324"}
@inproceedings{bb258463,
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/medical862covid4.html#TT253325"}
@inproceedings{bb258464,
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/medical862covid4.html#TT253326"}
@inproceedings{bb258465,
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/medical862covid4.html#TT253327"}
@inproceedings{bb258466,
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/medical862covid4.html#TT253328"}
@inproceedings{bb258467,
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/medical862covid4.html#TT253329"}
@inproceedings{bb258468,
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/medical862covid4.html#TT253330"}
@inproceedings{bb258469,
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/medical862covid4.html#TT253331"}
@inproceedings{bb258470,
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/medical862covid4.html#TT253332"}
@inproceedings{bb258471,
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/medical862covid4.html#TT253333"}
@inproceedings{bb258472,
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/medical862covid4.html#TT253334"}
@inproceedings{bb258473,
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/medical862covid4.html#TT253335"}
@inproceedings{bb258474,
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/medical862covid4.html#TT253336"}
@inproceedings{bb258475,
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/medical862covid4.html#TT253337"}
@inproceedings{bb258476,
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/medical862covid4.html#TT253338"}
@article{bb258477,
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#TT253339"}
@article{bb258478,
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#TT253340"}
@article{bb258479,
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#TT253341"}
@inproceedings{bb258480,
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#TT253342"}
@inproceedings{bb258481,
AUTHOR = "Loog, M. and van Ginneken, B.",
TITLE = "Static posterior probability fusion for signal detection: Applications
in the detection of interstitial diseases in chest radiographs",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 644-647",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT253343"}
@article{bb258482,
AUTHOR = "Xu, Y. and Sonka, M. and McLennan, G. and Guo, J. and Hoffman, E.A.",
TITLE = "MDCT-Based 3-D Texture Classification of Emphysema and Early Smoking
Related Lung Pathologies",
JOURNAL = MedImg,
VOLUME = "25",
YEAR = "2006",
NUMBER = "4",
MONTH = "April",
PAGES = "464-475",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT253344"}
@article{bb258483,
AUTHOR = "Sorensen, L. and Shaker, S.B. and de Bruijne, M.",
TITLE = "Quantitative Analysis of Pulmonary Emphysema Using Local Binary
Patterns",
JOURNAL = MedImg,
VOLUME = "29",
YEAR = "2010",
NUMBER = "2",
MONTH = "February",
PAGES = "559-569",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT253345"}
@article{bb258484,
AUTHOR = "Emrani, S. and Gentimis, T. and Krim, H.",
TITLE = "Persistent Homology of Delay Embeddings and its Application to Wheeze
Detection",
JOURNAL = SPLetters,
VOLUME = "21",
YEAR = "2014",
NUMBER = "4",
MONTH = "April",
PAGES = "459-463",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT253346"}
@article{bb258485,
AUTHOR = "Hame, Y. and Angelini, E.D. and Hoffman, E. and Barr, R.G. and Laine, A.F.",
TITLE = "Adaptive Quantification and Longitudinal Analysis of Pulmonary
Emphysema With a Hidden Markov Measure Field Model",
JOURNAL = MedImg,
VOLUME = "33",
YEAR = "2014",
NUMBER = "7",
MONTH = "July",
PAGES = "1527-1540",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT253347"}
@article{bb258486,
AUTHOR = "Ross, J.C. and Castaldi, P.J. and Cho, M.H. and Chen, J. and Chang, Y. and Dy, J.G. and Silverman, E.K. and Washko, G.R. and Jose Estepar, R.S.",
TITLE = "A Bayesian Nonparametric Model for Disease Subtyping: Application to
Emphysema Phenotypes",
JOURNAL = MedImg,
VOLUME = "36",
YEAR = "2017",
NUMBER = "1",
MONTH = "January",
PAGES = "343-354",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT253348"}
@article{bb258487,
AUTHOR = "Isaac, A. and Nehemiah, H.K. and Dunston, S.D. and Kannan, A.",
TITLE = "Feature selection and classification using bio-inspired algorithms
for the diagnosis of pulmonary emphysema subtypes",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "4",
PAGES = "1353-1367",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT253349"}
@inproceedings{bb258488,
AUTHOR = "Binder, P. and Batmanghelich, N.K. and Estepar, R.S.J. and Golland, P.",
TITLE = "Unsupervised Discovery of Emphysema Subtypes in a Large Clinical Cohort",
BOOKTITLE = MLMI16,
YEAR = "2016",
PAGES = "180-187",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT253350"}
@inproceedings{bb258489,
AUTHOR = "Peng, L.Y. and Lin, L.F. and Hu, H.J. and Li, H.L. and Ling, X.L. and Wang, D. and Han, X.H. and Iwamoto, Y.T. and Chen, Y.W.",
TITLE = "Classification of Pulmonary Emphysema in CT Images Based on
Multi-Scale Deep Convolutional Neural Networks",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "3119-3123",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT253351"}
@inproceedings{bb258490,
AUTHOR = "Peng, L.Y. and Lin, L.F. and Hu, H.J. and Ling, X.L. and Wang, D. and Han, X.H. and Chen, Y.W.",
TITLE = "Joint weber-based rotation invariant uniform local ternary pattern
for classification of pulmonary emphysema in CT images",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "2050-2054",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT253352"}
@inproceedings{bb258491,
AUTHOR = "Yang, J. and Angelini, E.D. and Smith, B.M. and Austin, J.H.M. and Hoffman, E.A. and Bluemke, D.A. and Barr, R.G. and Laine, A.F.",
TITLE = "Explaining Radiological Emphysema Subtypes with Unsupervised Texture
Prototypes: MESA COPD Study",
BOOKTITLE = MCV16,
YEAR = "2016",
PAGES = "69-80",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT253353"}
@inproceedings{bb258492,
AUTHOR = "Nava, R. and Marcos, J.V. and Escalante Ramirez, B. and Cristobal, G.",
TITLE = "Advances in Texture Analysis for Emphysema Classification",
BOOKTITLE = CIARP13,
YEAR = "2013",
PAGES = "II:214-221",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT253354"}
@inproceedings{bb258493,
AUTHOR = "Prasad, M.N. and Sowmya, A. and Koch, I.",
TITLE = "Feature subset selection using ICA for classifying emphysema in HRCT
images",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "IV: 515-518",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT253355"}
@inproceedings{bb258494,
AUTHOR = "Friman, O. and Borga, M. and Lundberg, M. and Tylen, U. and Knutsson, H.",
TITLE = "Recognizing emphysema: A neural network approach",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "I: 512-515",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862em1.html#TT253356"}
@article{bb258495,
AUTHOR = "Aykac, D. and Hoffman, E.A. and McLennan, G. and Reinhardt, J.M.",
TITLE = "Segmentation and analysis of the human airway tree from
three-dimensional X-ray CT images",
JOURNAL = MedImg,
VOLUME = "22",
YEAR = "2003",
NUMBER = "8",
MONTH = "August",
PAGES = "940-950",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862aw1.html#TT253357"}
@article{bb258496,
AUTHOR = "Fetita, C.I. and Preteux, F. and Beigelman Aubry, C. and Grenier, P.",
TITLE = "Pulmonary Airways: 3-D Reconstruction From Multislice CT and Clinical
Investigation",
JOURNAL = MedImg,
VOLUME = "23",
YEAR = "2004",
NUMBER = "11",
MONTH = "November",
PAGES = "1353-1364",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862aw1.html#TT253358"}
@article{bb258497,
AUTHOR = "Grenier, P. and Beigelman Aubry, C. and Preteux, F. and Fetita, C.I.",
TITLE = "Pulmonary Airways: 3-D Reconstruction From Multislice CT and Clinical
Investigation",
JOURNAL = MedImg,
VOLUME = "23",
YEAR = "2004",
NUMBER = "12",
MONTH = "December",
PAGES = "1563-1563",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862aw1.html#TT253358"}
@article{bb258498,
AUTHOR = "Weinheimer, O. and Achenbach, T. and Bletz, C. and Duber, C. and Kauczor, H.U. and Heussel, C.P.",
TITLE = "About Objective 3-D Analysis of Airway Geometry in Computerized
Tomography",
JOURNAL = MedImg,
VOLUME = "27",
YEAR = "2008",
NUMBER = "1",
MONTH = "January",
PAGES = "64-74",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862aw1.html#TT253359"}
@article{bb258499,
AUTHOR = "Lo, P. and van Ginneken, B. and Reinhardt, J.M. and Yavarna, T. and de Jong, P.A. and Irving, B. and Fetita, C. and Ortner, M. and Pinho, R. and Sijbers, J. and Feuerstein, M. and Fabijanska, A. and Bauer, C. and Beichel, R. and Mendoza, C.S. and Wiemker, R. and Lee, J. and Reeves, A.P. and Born, S. and Weinheimer, O. and van Rikxoort, E.M. and Tschirren, J. and Mori, K. and Odry, B. and Naidich, D.P. and Hartmann, I. and Hoffman, E.A. and Prokop, M. and Pedersen, J.H. and de Bruijne, M.",
TITLE = "Extraction of Airways From CT (EXACT'09)",
JOURNAL = MedImg,
VOLUME = "31",
YEAR = "2012",
NUMBER = "11",
MONTH = "November",
PAGES = "2093-2107",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical862aw1.html#TT253360"}
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