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@inproceedings{bb238102,
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Human-machine collaboration for object annotation",
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@inproceedings{bb238103,
        AUTHOR = "Abdulhak, S.A. and Riviera, W. and Zeni, N. and Cristani, M. and Ferrario, R. and Cristani, M.",
        TITLE = "Semantic-Analysis Object Recognition:
Automatic Training Set Generation Using Textual Tags",
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@inproceedings{bb238104,
        AUTHOR = "He, Y.H. and Wang, J. and Xiang, S.M. and Pan, C.H.",
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@inproceedings{bb238105,
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        TITLE = "Image auto-annotation by exploiting web information",
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@inproceedings{bb238106,
        AUTHOR = "Safadi, B. and Sahuguet, M. and Huet, B.",
        TITLE = "Linking text and visual concepts semantically for cross modal
multimedia search",
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@inproceedings{bb238107,
        AUTHOR = "Xue, J. and Du, Y. and Shui, H.",
        TITLE = "Semantic Correlation Mining between Images and Texts with Global
Semantics and Local Mapping",
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@inproceedings{bb238108,
        AUTHOR = "Verma, Y. and Jawahar, C.V.",
        TITLE = "Im2Text and Text2Im:
Associating Images and Texts for Cross-Modal Retrieval",
        BOOKTITLE = BMVC14,
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@inproceedings{bb238109,
        AUTHOR = "Feng, Z. and Feng, S.H. and Jin, R. and Jain, A.K.",
        TITLE = "Image Tag Completion by Noisy Matrix Recovery",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
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@inproceedings{bb238110,
        AUTHOR = "Radu, A.L. and Ionescu, B. and Menendez, M. and Stottinger, J. and Giunchiglia, F. and de Angeli, A.",
        TITLE = "A Hybrid Machine-Crowd Approach to Photo Retrieval Result
Diversification",
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        YEAR = "2014",
        PAGES = "I: 25-36",
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@inproceedings{bb238111,
        AUTHOR = "Wang, C.X. and Song, Z. and Feng, S.H. and Lang, C.Y. and Yan, S.C.",
        TITLE = "A novel image tag saliency ranking algorithm based on sparse
representation",
        BOOKTITLE = VCIP13,
        YEAR = "2013",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803we1.html#TT233077"}

@inproceedings{bb238112,
        AUTHOR = "Mishra, A. and Alahari, K. and Jawahar, C.V.",
        TITLE = "Image Retrieval Using Textual Cues",
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@inproceedings{bb238113,
        AUTHOR = "Padilla, S. and Halley, F. and Robb, D.A.",
        TITLE = "Intuitive Large Image Database Browsing Using Perceptual Similarity
Enriched by Crowds",
        BOOKTITLE = CAIP13,
        YEAR = "2013",
        PAGES = "II:169-176",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803we1.html#TT233079"}

@inproceedings{bb238114,
        AUTHOR = "Lin, J. and Duan, L.Y. and Yuan, J.S. and Li, Q.Y. and Luo, S.W.",
        TITLE = "Learning sparse tag patterns for social image classification",
        BOOKTITLE = ICIP12,
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        PAGES = "2881-2884",
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@inproceedings{bb238115,
        AUTHOR = "Truong, B.Q. and Sun, A. and Bhowmick, S.S.",
        TITLE = "Content is still king: the effect of neighbor voting schemes on tag
relevance for social image retrieval",
        BOOKTITLE = ICMR12,
        YEAR = "2012",
        PAGES = "9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803we1.html#TT233081"}

@inproceedings{bb238116,
        AUTHOR = "Mousselly Sergieh, H. and Doller, M. and Egyed Zsigmond, E. and Gianini, G. and Kosch, H. and Pinon, J.M.",
        TITLE = "Tag Relatedness Using Laplacian Score Feature Selection and Adapted
Jensen-Shannon Divergence",
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@inproceedings{bb238117,
        AUTHOR = "Mousselly Sergieh, H. and Gianini, G. and Doller, M. and Kosch, H. and Egyed Zsigmond, E. and Pinon, J.M.",
        TITLE = "Geo-based automatic image annotation",
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        YEAR = "2012",
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@inproceedings{bb238118,
        AUTHOR = "Hradis, M. and Kolar, M. and Lanik, A. and Kral, J. and Zemcik, P. and Smrz, P.",
        TITLE = "Annotating Images with Suggestions: User Study of a Tagging System",
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@inproceedings{bb238119,
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        TITLE = "Effective Visualization and Navigation in a Multimedia Document
Collection Using Ontology",
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@inproceedings{bb238120,
        AUTHOR = "Abulaish, M. and Jahiruddin and Doja, M.N. and Ahmad, T.",
        TITLE = "Feature and Opinion Mining for Customer Review Summarization",
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@inproceedings{bb238121,
        AUTHOR = "Mazarbhuiya, F.A. and Abulaish, M. and Mahanta, A.K. and Ahmad, T.",
        TITLE = "Mining Local Association Rules from Temporal Data Set",
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@inproceedings{bb238122,
        AUTHOR = "Abulaish, M. and Jahiruddin and Dey, L.",
        TITLE = "A Relation Mining and Visualization Framework for Automated Text
Summarization",
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        YEAR = "2009",
        PAGES = "249-254",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803we1.html#TT233088"}

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improving image search relevance",
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        AUTHOR = "Shyu, C.R. and Kak, A.C. and Brodley, C.E. and Broderick, L.S.",
        TITLE = "Testing for Human Perceptual Categories in a Physician-in-the-Loop CBIR
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        TITLE = "An Interactive Framework for Boundary Delineation for Medical CBIR",
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        TITLE = "Content-based image retrieval from large medical databases",
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        AUTHOR = "Shyu, C.R. and Brodley, C.E. and Kak, A.C. and Kosaka, A. and Aisen, A. and Broderick, L.S.",
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        TITLE = "Interactive Content-Based Image Retrieval Using Relevance Feedback",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233097"}

@inproceedings{bb238132,
        AUTHOR = "MacArthur, S.D. and Brodley, C.E. and Shyu, C.R.",
        TITLE = "Relevance feedback decision trees in content-based image retrieval",
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@article{bb238133,
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        TITLE = "Spectral distortion measures for biological sequence comparisons and
database searching",
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@article{bb238134,
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        TITLE = "GeoEntropy: A measure of complexity and similarity",
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@article{bb238135,
        AUTHOR = "Lacoste, C. and Lim, J.H. and Chevallet, J.P. and Le, D.T.H.",
        TITLE = "Medical-Image Retrieval Based on Knowledge-Assisted Text and Image
Indexing",
        JOURNAL = CirSysVideo,
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        NUMBER = "7",
        MONTH = "July",
        PAGES = "889-900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233101"}

@article{bb238136,
        AUTHOR = "Springmann, M. and Dander, A. and Schuldt, H.",
        TITLE = "Improving efficiency and effectiveness of the image distortion model",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "2018-2024",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233102"}

@article{bb238137,
        AUTHOR = "Guld, M.O. and Thies, C. and Fischer, B. and Deserno, T.M.",
        TITLE = "A framework and baseline results for the CLEF medical automatic
annotation task",
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        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "15",
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        PAGES = "2025-2031",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233103"}

@article{bb238138,
        AUTHOR = "Kalpathy Cramer, J. and Hersh, W.",
        TITLE = "Effectiveness of global features for automatic medical image
classification and retrieval: The experiences of OHSU at ImageCLEFmed",
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        YEAR = "2008",
        NUMBER = "15",
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        PAGES = "2032-2038",
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@article{bb238139,
        AUTHOR = "Sedghi, S. and Sanderson, M. and Clough, P.",
        TITLE = "A study on the relevance criteria for medical images",
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        PAGES = "2046-2057",
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@article{bb238140,
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        NUMBER = "15",
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        PAGES = "2011-2017",
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        AUTHOR = "Setia, L. and Teynor, A. and Halawani, A. and Burkhardt, H.",
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        PAGES = "2039-2045",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233107"}

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        AUTHOR = "Teynor, A. and Rahtu, E. and Setia, L. and Burkhardt, H.",
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        TITLE = "Feature Selection for Automatic Image Annotation",
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        YEAR = "2006",
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        AUTHOR = "Halawani, A. and Tamimi, H. and Burkhardt, H. and Zell, A.",
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@inproceedings{bb238145,
        AUTHOR = "Halawani, A. and Burkhardt, H.",
        TITLE = "Image retrieval by local evaluation of nonlinear kernel functions
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@inproceedings{bb238146,
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        TITLE = "Retrieving Objects Using Local Integral Invariants",
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@article{bb238147,
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        TITLE = "China Physiome Project: A Comprehensive Framework for Anatomical and
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        AUTHOR = "Lee, J.E. and Jin, R. and Jain, A.K.",
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Application to Large-Scale Image Retrieval",
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@inproceedings{bb238150,
        AUTHOR = "Lee, J.E. and Jin, R. and Jain, A.K.",
        TITLE = "Rank-based distance metric learning: An application to image retrieval",
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        YEAR = "2008",
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@article{bb238151,
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        TITLE = "Medical Image Retrieval Based on Complexity Analysis",
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        TITLE = "Hierarchical annotation of medical images",
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@inproceedings{bb238153,
        AUTHOR = "Dimitrovski, I. and Kocev, D. and Loskovska, S. and Dzeroski, S.",
        TITLE = "Detection of Visual Concepts and Annotation of Images Using Ensembles
of Trees for Hierarchical Multi-Label Classification",
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@inproceedings{bb238154,
        AUTHOR = "Dimitrovski, I. and Loskovska, S.",
        TITLE = "Content-Based Retrieval System for X-Ray Images",
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@inproceedings{bb238156,
        AUTHOR = "Wang, J.Y. and Li, Y.P. and Zhang, Y. and Xie, H.L. and Wang, C.",
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@article{bb238157,
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@article{bb238158,
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        VOLUME = "12",
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@article{bb238160,
        AUTHOR = "Lee, S.L. and Zare, M.R. and Muller, H.",
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biomedical image modality classification",
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@article{bb238161,
        AUTHOR = "Quellec, G. and Lamard, M. and Cazuguel, G. and Roux, C. and Cochener, B.",
        TITLE = "Case Retrieval in Medical Databases by Fusing Heterogeneous Information",
        JOURNAL = MedImg,
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        NUMBER = "1",
        MONTH = "January",
        PAGES = "108-118",
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        AUTHOR = "Huang, Y.G. and Ma, D.F. and Zhang, J. and Zhao, Y.W.",
        TITLE = "QDFA: Query-Dependent Feature Aggregation for Medical Image Retrieval",
        JOURNAL = IEICE,
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        MONTH = "January",
        PAGES = "275-279",
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        AUTHOR = "Huang, Y.G. and Zhang, J. and Zhao, Y.W. and Ma, D.F.",
        TITLE = "A New Re-Ranking Method Using Enhanced Pseudo-Relevance Feedback for
Content-Based Medical Image Retrieval",
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        PAGES = "694-698",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233129"}

@article{bb238164,
        AUTHOR = "Ayyachamy, S. and Manivannan, V.S.",
        TITLE = "Distance measures for medical image retrieval",
        JOURNAL = IJIST,
        VOLUME = "23",
        YEAR = "2013",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233130"}

@article{bb238165,
        AUTHOR = "Ayyachamy, S. and Manivannan, V.S.",
        TITLE = "Medical image registration-based retrieval using distance metrics",
        JOURNAL = IJIST,
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        YEAR = "2013",
        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233131"}

@article{bb238166,
        AUTHOR = "Seetharaman, K. and Kamarasan, M.",
        TITLE = "Statistical framework for content-based medical image retrieval based
on wavelet orthogonal polynomial model with multiresolution structure",
        JOURNAL = MultInfoRetr,
        VOLUME = "3",
        YEAR = "2014",
        NUMBER = "1",
        MONTH = "March",
        PAGES = "53-66",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233132"}

@article{bb238167,
        AUTHOR = "Seetharaman, K. and Jeyakarthic, M.",
        TITLE = "Statistical distributional approach for scale and rotation invariant
color image retrieval using multivariate parametric tests and
orthogonality condition",
        JOURNAL = JVCIR,
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        NUMBER = "5",
        PAGES = "727-739",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233133"}

@article{bb238168,
        AUTHOR = "Muller, H. and Unay, D.",
        TITLE = "Retrieval From and Understanding of Large-Scale Multi-modal Medical
Datasets: A Review",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
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        PAGES = "2093-2104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233134"}

@article{bb238169,
        AUTHOR = "Li, W.B. and Pan, H.W. and Li, P.Y. and Xie, X.Q. and Zhang, Z.Q.",
        TITLE = "A medical image retrieval method based on texture block coding tree",
        JOURNAL = SP:IC,
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        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233135"}

@article{bb238170,
        AUTHOR = "Das, P. and Neelima, A.",
        TITLE = "An overview of approaches for content-based medical image retrieval",
        JOURNAL = MultInfoRetr,
        VOLUME = "6",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "December",
        PAGES = "271-280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233136"}

@article{bb238171,
        AUTHOR = "Shinde, A.A. and Rahulkar, A.D. and Patil, C.Y.",
        TITLE = "Fast discrete curvelet transform-based anisotropic feature extraction
for biomedical image indexing and retrieval",
        JOURNAL = MultInfoRetr,
        VOLUME = "6",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "December",
        PAGES = "281-288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233137"}

@article{bb238172,
        AUTHOR = "Kumar, M. and Singh, K.M.",
        TITLE = "Retrieval of head-neck medical images using Gabor filter based on
power-law transformation method and rank BHMT",
        JOURNAL = SIViP,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "827-833",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233138"}

@article{bb238173,
        AUTHOR = "Nejad, E.M. and Affendey, L.S. and Latip, R.B. and Bin Ishak, I. and Banaeeyan, R.",
        TITLE = "Transferred Semantic Scores for Scalable Retrieval of Histopathological
Breast Cancer Images",
        JOURNAL = MultInfoRetr,
        VOLUME = "8",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "November",
        PAGES = "241-249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233139"}

@article{bb238174,
        AUTHOR = "Wang, Y. and Huang, L. and Guo, S.Y. and Gong, L.G. and Bai, T.",
        TITLE = "A novel MEDLINE topic indexing method using image presentation",
        JOURNAL = JVCIR,
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        YEAR = "2019",
        PAGES = "130-137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233140"}

@article{bb238175,
        AUTHOR = "Mandal, M. and Chaudhary, M. and Vipparthi, S.K. and Murala, S. and Gonde, A.B. and Nagar, S.K.",
        TITLE = "ANTIC: Antithetic isomeric cluster patterns for medical image retrieval
and change detection",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "31-43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233141"}

@article{bb238176,
        AUTHOR = "Mohite, N. and Waghmare, L. and Gonde, A. and Vipparthi, S.K.",
        TITLE = "3D local circular difference patterns for biomedical image retrieval",
        JOURNAL = MultInfoRetr,
        VOLUME = "8",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "115-125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233142"}

@article{bb238177,
        AUTHOR = "Srivastava, V. and Purwar, R.K. and Jain, A.",
        TITLE = "A dynamic threshold-based local mesh ternary pattern technique for
biomedical image retrieval",
        JOURNAL = IJIST,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "168-179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233143"}

@article{bb238178,
        AUTHOR = "Biswas, R. and Roy, S. and Purkayastha, D.",
        TITLE = "An efficient content-based medical image indexing and retrieval using
local texture feature descriptors",
        JOURNAL = MultInfoRetr,
        VOLUME = "8",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "December",
        PAGES = "217-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233144"}

@article{bb238179,
        AUTHOR = "Shinde, A. and Rahulkar, A. and Patil, C.",
        TITLE = "New flexible directional filter bank by tuning Hermite transform
parameters for content based medical image retrieval",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "11",
        MONTH = "September",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233145"}

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        TITLE = "A Question-Centric Model for Visual Question Answering in Medical
Imaging",
        JOURNAL = MedImg,
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        YEAR = "2020",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2856-2868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233146"}

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        TITLE = "Optimal weighted hybrid pattern for content based medical image
retrieval using modified spider monkey optimization",
        JOURNAL = IJIST,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233147"}

@article{bb238182,
        AUTHOR = "Al Sadi, A. and Al Ayyoub, M. and Jararweh, Y. and Costen, F.",
        TITLE = "Visual question answering in the medical domain based on deep
learning approaches: A comprehensive study",
        JOURNAL = PRL,
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        YEAR = "2021",
        PAGES = "57-75",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233148"}

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        AUTHOR = "Zhang, Z.Z. and Chen, P.J. and Shi, X.S. and Yang, L.",
        TITLE = "Text-Guided Neural Network Training for Image Recognition in Natural
Scenes and Medicine",
        JOURNAL = PAMI,
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        NUMBER = "5",
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        PAGES = "1733-1745",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233149"}

@article{bb238184,
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        TITLE = "VQAMix: Conditional Triplet Mixup for Medical Visual Question
Answering",
        JOURNAL = MedImg,
        VOLUME = "41",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3332-3343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233150"}

@article{bb238185,
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        TITLE = "Anomaly Matters: An Anomaly-Oriented Model for Medical Visual
Question Answering",
        JOURNAL = MedImg,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803medi2.html#TT233151"}

@article{bb238186,
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learning based medical image retrieval",
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@inproceedings{bb238188,
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retrieval systems",
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@inproceedings{bb238189,
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@inproceedings{bb238190,
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@inproceedings{bb238191,
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@inproceedings{bb238194,
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@inproceedings{bb238195,
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@inproceedings{bb238197,
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@inproceedings{bb238199,
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