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Complexity; Similarity; Entropy; Geostatistics; Prediction; Classification
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Content-based image retrieval; Medical image retrieval; Image
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Medical image retrieval; Content-based image retrieval system;
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Automatic image annotation; Medical images; Benchmark; Image
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Relevance criteria; Relevance judgment; Image retrieval; Medical imaging
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Image retrieval; Hierarchical image classification; Automatic
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Image annotation; Local relational features; Medical images;
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Database, Medical. Similarity: issue of does it mean visual appearance or semantic annotation.
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Medical Image Retrieval Based on Complexity Analysis,
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See also Shape Skeleton Classification Using Graph and Multi-scale Fractal Dimension.
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1101
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Automatic image annotation; Hierarchical multi-label classification;
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1111
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Earlier: A1, A2, A3, A5, A4, Only:
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1708
Machine learning, Medical diagnostic imaging,
Multimedia communication, Tools, Visualization, Big data,
content-based image retrieval, deep learning,
large scale datasets, medical images, multi-modality
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Content-based image retrieval (CBIR)
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1712
Survey, Medical CBIR.
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Discrete curvelet transform-based anisotropic feature extraction.
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1901
MEDLINE, Data visualization, Customized retrieval, Image presentation
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1906
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1912
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Shinde, A.[Amita],
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New flexible directional filter bank by tuning Hermite transform
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Vu, M.H.,
Löfstedt, T.,
Nyholm, T.,
Sznitman, R.,
A Question-Centric Model for Visual Question Answering in Medical
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MedImg(39), No. 9, September 2020, pp. 2856-2868.
IEEE DOI
2009
Feature extraction, Visualization, Predictive models,
Knowledge discovery, Task analysis, Medical diagnostic imaging,
medical questions and answers
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Darapureddy, N.[Nagadevi],
Karatapu, N.[Nagaprakash],
Battula, T.K.[Tirumula Krishna],
Optimal weighted hybrid pattern for content based medical image
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DOI Link
2105
content-based medical image retrieval,
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optimal weighted hybrid pattern
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Al-Sadi, A.[Aisha],
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Jararweh, Y.[Yaser],
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Visual question answering in the medical domain based on deep
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2109
Medical visual question answering, Planes questions,
Organ systems questions, Modality questions, Ensemble
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Shi, X.S.[Xiao-Shuang],
Yang, L.[Lin],
Text-Guided Neural Network Training for Image Recognition in Natural
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IEEE DOI
2104
Guidance from associated text.
Visualization, Training, Semantics, Medical diagnostic imaging,
Neural networks, Task analysis, Multimodal neural networks,
medical images
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Gong, H.F.[Hai-Fan],
Chen, G.Q.[Guan-Qi],
Mao, M.Z.[Ming-Zhi],
Li, Z.[Zhen],
Li, G.B.[Guan-Bin],
VQAMix: Conditional Triplet Mixup for Medical Visual Question
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MedImg(41), No. 11, November 2022, pp. 3332-3343.
IEEE DOI
2211
Visualization, Feature extraction, Medical diagnostic imaging,
Task analysis, Training, Linguistics, Data models,
data augmentation
BibRef
Cong, F.[Fuze],
Xu, S.B.[Shi-Biao],
Guo, L.[Li],
Tian, Y.B.[Yin-Bing],
Anomaly Matters: An Anomaly-Oriented Model for Medical Visual
Question Answering,
MedImg(41), No. 11, November 2022, pp. 3385-3397.
IEEE DOI
2211
Visualization, Medical diagnostic imaging, Feature extraction,
Transformers, Question answering (information retrieval),
weakly supervised anomaly localization
BibRef
Kumar, M.[Mehul],
Singh, R.[Rhythumwinder],
Mukherjee, P.[Prerana],
VTHSC-MIR: Vision Transformer Hashing with Supervised Contrastive
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PRL(184), 2024, pp. 28-36.
Elsevier DOI
2408
Medical image retrieval, Transformer, Hashing, Contrastive learning
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Vagena, Z.[Zografoula],
Wei, X.Y.[Xiao-Yang],
Kurtz, C.[Camille],
Cloppet, F.[Florence],
Semantic aware representation learning for optimizing image retrieval
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PR(158), 2025, pp. 111060.
Elsevier DOI
2411
Image retrieval, Representation learning, Knowledge graphs,
Semantics, Radiology
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Sérieys, G.[Guillaume],
Kurtz, C.[Camille],
Fournier, L.[Laure],
Cloppet, F.[Florence],
Text-guided visual representation learning for medical image
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ICPR22(593-598)
IEEE DOI
2212
Representation learning, Learning systems, Visualization,
Adaptation models, Image retrieval, Semantics, Feature extraction
BibRef
Hu, B.[Brian],
Vasu, B.[Bhavan],
Hoogs, A.[Anthony],
X-MIR: EXplainable Medical Image Retrieval,
WACV22(1544-1554)
IEEE DOI
2202
COVID-19, Measurement, Image retrieval,
Medical services, Machine learning, Skin, Explainable AI, Fairness,
Privacy and Ethics in Vision,
Medical Imaging/Imaging for Bioinformatics/Biological and Cell Microscopy
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Putzu, L.[Lorenzo],
Loddo, A.[Andrea],
di Ruberto, C.[Cecilia],
Invariant Moments, Textural and Deep Features for Diagnostic MR and CT
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CAIP21(I:287-297).
Springer DOI
2112
BibRef
Melekhov, I.[Iaroslav],
Laskar, Z.[Zakaria],
Li, X.T.[Xiao-Tian],
Wang, S.Z.[Shu-Zhe],
Kannala, J.H.[Ju-Ho],
Digging Into Self-Supervised Learning of Feature Descriptors,
3DV21(1144-1155)
IEEE DOI
2201
Location awareness, Visualization, Image color analysis,
Image retrieval, Lighting, Benchmark testing
BibRef
Melekhov, I.[Iaroslav],
Kannala, J.H.[Ju-Ho],
Rahtu, E.[Esa],
Siamese network features for image matching,
ICPR16(378-383)
IEEE DOI
1705
BibRef
Earlier:
Image Patch Matching Using Convolutional Descriptors with Euclidean
Distance,
DeepVisual16(III: 638-653).
Springer DOI
1704
Euclidean distance, Image matching, Image retrieval,
Network architecture, Neural networks, Training
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Kocaman, V.[Veysel],
Talby, D.[David],
Biomedical Named Entity Recognition at Scale,
CADL20(635-646).
Springer DOI
2103
Natural language processing task and building block of question answering.
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Wang, X.K.[Xue-Kuan],
Zhao, C.R.[Cai-Rong],
Miao, D.Q.[Duo-Qian],
Liu, C.J.[Cui-Jun],
Chen, Y.P.[Yi-Peng],
Lai, Z.H.[Zhi-Hui],
Mutli-channel micro-structure difference descriptor for image
retrieval,
ICPR16(2930-2935)
IEEE DOI
1705
Color, Computed tomography, Encoding, Feature extraction, Histograms,
Image color analysis, Image retrieval, MAX operator,
image retrieval, multi-channel, micro-structure, difference, descriptor
BibRef
Chowdhury, M.,
Bulò, S.R.,
Moreno, R.,
Kundu, M.K.,
Smedby, Ö.,
An efficient radiographic Image Retrieval system using Convolutional
Neural Network,
ICPR16(3134-3139)
IEEE DOI
1705
Histograms, Image edge detection, Image retrieval,
Medical diagnostic imaging, Principal component analysis, Radiography
BibRef
Sharma, S.,
Umar, I.,
Ospina, L.,
Wong, D.,
Tizhoosh, H.R.,
Stacked Autoencoders for Medical Image Search,
ISVC16(I: 45-54).
Springer DOI
1701
BibRef
Kalemi, E.[Edlira],
Martiri, E.[Edlira],
Manaj, B.[Brunela],
Prifti, D.[Dionis],
DicomPrint, an Application for Managing DICOM Images,
ISCA15(177-184).
Springer DOI
1511
BibRef
Al-Qahtani, M.,
Amira, A.,
Ramzan, N.,
An efficient information retrieval technique for e-health systems,
WSSIP15(257-260)
IEEE DOI
1603
electronic health records
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Yan, K.,
Wang, X.,
Lu, L.,
Zhang, L.,
Harrison, A.P.,
Bagheri, M.,
Summers, R.M.,
Deep Lesion Graphs in the Wild: Relationship Learning and
Organization of Significant Radiology Image Findings in a Diverse
Large-Scale Lesion Database,
CVPR18(9261-9270)
IEEE DOI
1812
Lesions, Picture archiving and communication systems,
Computed tomography, Biomedical imaging, Training, Radiology, Lung
BibRef
Shin, H.C.[Hoo-Chang],
Lu, L.[Le],
Kim, L.[Lauren],
Seff, A.[Ari],
Yao, J.H.[Jian-Hua],
Summers, R.M.[Ronald M.],
Interleaved text/image Deep Mining on a large-scale radiology
database,
CVPR15(1090-1099)
IEEE DOI
1510
BibRef
Hofmanninger, J.[Johannes],
Langs, G.[Georg],
Mapping visual features to semantic profiles for retrieval in medical
imaging,
CVPR15(457-465)
IEEE DOI
1510
BibRef
Pedrosa, G.V.[Glauco V.],
Rahman, M.M.[M. Mahmudur],
Antani, S.K.[Sameer K.],
Demner-Fushman, D.[Dina],
Long, L.R.[L. Rodney],
Traina, A.J.M.[Agma J.M.],
Integrating visual words as bunch of n-grams for effective biomedical
image classification,
WACV14(431-436)
IEEE DOI
1406
Accuracy
BibRef
Kurtz, C.[Camille],
Depeursinge, A.[Adrien],
Beaulieu, C.F.[Christopher F.],
Rubin, D.L.[Daniel L.],
A semantic framework for the retrieval of similar radiological images
based on medical annotations,
ICIP14(2241-2245)
IEEE DOI
1502
Biomedical imaging
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Barroso, R.F.[Rodrigo F.],
Ponciano-Silva, M.[Marcelo],
Machado Traina, A.J.[Agma Juci],
Bueno, R.[Renato],
Using Boundary Conditions for Combining Multiple Descriptors in
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CIARP13(I:375-382).
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Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
Interactive Retrieval, Browsing Based Retrieval .