19.4.3.2.3 Medical Image Database Retrieval

Chapter Contents (Back)
Image Database. Medical CBIR.

Shyu, C.R.[Chi-Ren], Brodley, C.E.[Carla E.], Kak, A.C.[Avinash C.], Kosaka, A.[Akio], Aisen, A.M.[Alex M.], Broderick, L.S.[Lynn S.],
ASSERT: A Physician-in-the-Loop Content-Based Retrieval System for HRCT Image Databases,
CVIU(75), No. 1/2, July-August 1999, pp. 111-132.
DOI Link BibRef 9907

Shyu, C.R.[Chi-Ren], Pavlopoulou, C.[Christina], Kak, A.C.[Avinash C.], Brodley, C.E.[Carla E.], Broderick, L.S.[Lynn S.],
Using Human Perceptual Categories for Content-Based Retrieval from a Medical Image Database,
CVIU(88), No. 3, December 2002, pp. 119-151.
DOI Link 0301
BibRef
Earlier: A1, A3, A4, A5, Only:
Testing for Human Perceptual Categories in a Physician-in-the-Loop CBIR System for Medical Imagery,
CBAIVL99(xx-yy). BibRef

Pavlopoulou, C.[Christina], Kak, A.C.[Avi C.], Brodley, C.E.[Carla E.],
An Interactive Framework for Boundary Delineation for Medical CBIR,
CBAIVL01(9).
IEEE DOI 0110
BibRef

Kak, A.C., Pavlopoulou, C.,
Content-based image retrieval from large medical databases,
3DPVT02(138-147).
IEEE DOI 0206
See also Globally Optimal Interactive Boundary Extraction Using Markov Chain Modeling. BibRef

Harnsomburana, J., Shyu, C.R.[Chi-Ren],
A hybrid tree approach for efficient image database retrieval with dynamic feedback,
ICPR02(I: 263-266).
IEEE DOI 0211
BibRef

Shyu, C.R.[Chi-Ren], Brodley, C.E.[Carla E.], Kak, A.C.[Avinash C.], Kosaka, A., Aisen, A., Broderick, L.S.[Lynn S.],
Local versus global features for content-based image retrieval,
CBAIVL98(30-34).
IEEE Top Reference. 0208
BibRef

MacArthur, S.D.[Sean D.], Brodley, C.E.[Carla E.], Kak, A.C.[Avinash C.], Broderick, L.S.[Lynn S.],
Interactive Content-Based Image Retrieval Using Relevance Feedback,
CVIU(88), No. 2, November 2002, pp. 55-75.
DOI Link 0301
BibRef

MacArthur, S.D., Brodley, C.E., Shyu, C.R.[Chi-Ren],
Relevance feedback decision trees in content-based image retrieval,
CBAIVL00(68-72). 0008
BibRef

Lacoste, C., Lim, J.H., Chevallet, J.P., Le, D.T.H.,
Medical-Image Retrieval Based on Knowledge-Assisted Text and Image Indexing,
CirSysVideo(17), No. 7, July 2007, pp. 889-900.
IEEE DOI 0707
BibRef

Springmann, M.[Michael], Dander, A.[Andreas], Schuldt, H.[Heiko],
Improving efficiency and effectiveness of the image distortion model,
PRL(29), No. 15, 1 November 2008, pp. 2018-2024.
Elsevier DOI 0811
Content-based image retrieval; Medical image retrieval; Image distortion model; Algorithmic optimization BibRef

Guld, M.O.[Mark O.], Thies, C.[Christian], Fischer, B.[Benedikt], Deserno, T.M.[Thomas M.],
A framework and baseline results for the CLEF medical automatic annotation task,
PRL(29), No. 15, 1 November 2008, pp. 2025-2031.
WWW Link. 0811
Medical image retrieval; Content-based image retrieval system; Classifier combination; Image processing; Image database BibRef

Kalpathy-Cramer, J.[Jayashree], Hersh, W.[William],
Effectiveness of global features for automatic medical image classification and retrieval: The experiences of OHSU at ImageCLEFmed,
PRL(29), No. 15, 1 November 2008, pp. 2032-2038.
WWW Link. 0811
Automatic image annotation; Medical images; Benchmark; Image classification; Neural networks BibRef

Sedghi, S.[Shahram], Sanderson, M.[Mark], Clough, P.[Paul],
A study on the relevance criteria for medical images,
PRL(29), No. 15, 1 November 2008, pp. 2046-2057.
WWW Link. 0811
Relevance criteria; Relevance judgment; Image retrieval; Medical imaging BibRef

Zhou, X.[Xin], Depeursinge, A.[Adrien], Muller, H.[Henning],
Hierarchical classification using a frequency-based weighting and simple visual features,
PRL(29), No. 15, 1 November 2008, pp. 2011-2017.
WWW Link. 0811
Image retrieval; Hierarchical image classification; Automatic annotation; Medical imaging BibRef

Setia, L.[Lokesh], Teynor, A.[Alexandra], Halawani, A.[Alaa], Burkhardt, H.[Hans],
Grayscale medical image annotation using local relational features,
PRL(29), No. 15, 1 November 2008, pp. 2039-2045.
WWW Link. 0811
Image annotation; Local relational features; Medical images; ImageCLEF; Hierarchical classification BibRef

Teynor, A.[Alexandra], Rahtu, E.[Esa], Setia, L.[Lokesh], Burkhardt, H.[Hans],
Properties of Patch Based Approaches for the Recognition of Visual Object Classes,
DAGM06(284-293).
Springer DOI 0610
BibRef

Setia, L.[Lokesh], Burkhardt, H.[Hans],
Feature Selection for Automatic Image Annotation,
DAGM06(294-303).
Springer DOI 0610
BibRef

Halawani, A.[Alaa], Tamimi, H.[Hashem], Burkhardt, H.[Hans], Zell, A.[Andreas],
Using Local Integral Invariants for Object Recognition in Complex Scenes,
ICIAR06(II: 1-12).
Springer DOI 0610
BibRef

Halawani, A., Burkhardt, H.,
Image retrieval by local evaluation of nonlinear kernel functions around salient points,
ICPR04(II: 955-960).
IEEE DOI 0409
BibRef

Halawani, A.[Alaa], Tamimi, H.[Hashem],
Retrieving Objects Using Local Integral Invariants,
CIVR06(251-260).
Springer DOI 0607
BibRef

Yang, L.[Liu], Jin, R.[Rong], Mummert, L.[Lily], Sukthankar, R.[Rahul], Goode, A.[Adam], Zheng, B.[Bin], Hoi, S.C.H.[Steven C.H.], Satyanarayanan, M.[Mahadev],
A Boosting Framework for Visuality-Preserving Distance Metric Learning and Its Application to Medical Image Retrieval,
PAMI(32), No. 1, January 2010, pp. 30-44.
IEEE DOI 0912
Database, Medical. Similarity: issue of does it mean visual appearance or semantic annotation. Retrieve visually similar, but semantically relevant for the medical query. BibRef

Lee, J.E.[Jung-Eun], Jin, R.[Rong], Jain, A.K.[Anil K.],
Unsupervised Ensemble Ranking: Application to Large-Scale Image Retrieval,
ICPR10(3902-3906).
IEEE DOI 1008
BibRef
Earlier:
Rank-based distance metric learning: An application to image retrieval,
CVPR08(1-8).
IEEE DOI 0806
BibRef

Backes, A.R.[André R.], Bruno, O.M.[Odemir M.],
Medical Image Retrieval Based on Complexity Analysis,
MVA(21), No. 3, April 2010, pp. xx-yy.
Springer DOI 1003
See also Shape Skeleton Classification Using Graph and Multi-scale Fractal Dimension. BibRef

Dimitrovski, I.[Ivica], Kocev, D.[Dragi], Loskovska, S.[Suzana], Džeroski, S.[Sašo],
Hierarchical annotation of medical images,
PR(44), No. 10-11, October-November 2011, pp. 2436-2449.
Elsevier DOI 1101
BibRef
Earlier:
Detection of Visual Concepts and Annotation of Images Using Ensembles of Trees for Hierarchical Multi-Label Classification,
ICPR-Contests10(152-161).
Springer DOI 1008
Automatic image annotation; Hierarchical multi-label classification; Predictive clustering trees; Feature extraction from images BibRef

Dimitrovski, I.[Ivica], Loskovska, S.[Suzana],
Content-Based Retrieval System for X-Ray Images,
CISP09(1-5).
IEEE DOI 0910
BibRef

Wang, J.Y.[Jing-Yan], Li, Y.P.[Yong-Ping], Zhang, Y.[Ying], Wang, C.[Chao], Xie, H.L.[Hong-Lan], Chen, G., Gao, X.,
Bag-of-Features Based Medical Image Retrieval via Multiple Assignment and Visual Words Weighting,
MedImg(30), No. 11, November 2011, pp. 1996-2011.
IEEE DOI 1111
BibRef
Earlier: A1, A2, A3, A5, A4, Only:
Boosted Learning of Visual Word Weighting Factors for Bag-of-Features Based Medical Image Retrieval,
ICIG11(1035-1040).
IEEE DOI 1109
BibRef

Zare, M.R.[Mohammad Reza], Mueen, A.[Ahmed], Seng, W.C.[Woo Chaw],
Automatic classification of medical X-ray images using a bag of visual words,
IET-CV(7), No. 2, 2013, pp. 105-114.
DOI Link 1307
BibRef

Zare, M.R., Mueen, A., Awedh, M., Seng, W.C.,
Automatic classification of medical X-ray images: hybrid generative-discriminative approach,
IET-PR(7), No. 5, 2013, pp. 523-532.
DOI Link 1310
BibRef

Quellec, G., Lamard, M., Cazuguel, G., Roux, C., Cochener, B.,
Case Retrieval in Medical Databases by Fusing Heterogeneous Information,
MedImg(30), No. 1, January 2011, pp. 108-118.
IEEE DOI 1101
BibRef

Huang, Y.G.[Yong-Gang], Ma, D.F.[Dian-Fu], Zhang, J.[Jun], Zhao, Y.W.[Yong-Wang],
QDFA: Query-Dependent Feature Aggregation for Medical Image Retrieval,
IEICE(E95-D), No. 1, January 2012, pp. 275-279.
WWW Link. 1201
BibRef

Huang, Y.G.[Yong-Gang], Zhang, J.[Jun], Zhao, Y.W.[Yong-Wang], Ma, D.F.[Dian-Fu],
A New Re-Ranking Method Using Enhanced Pseudo-Relevance Feedback for Content-Based Medical Image Retrieval,
IEICE(E95-D), No. 2, February 2012, pp. 694-698.
WWW Link. 1202
BibRef

Ayyachamy, S.[Swarnambiga], Manivannan, V.S.[Vasuki S.],
Distance measures for medical image retrieval,
IJIST(23), No. 1, March 2013, pp. 9-21.
DOI Link 1303
BibRef

Ayyachamy, S.[Swarnambiga], Manivannan, V.S.[Vasuki S.],
Medical image registration-based retrieval using distance metrics,
IJIST(23), No. 4, 2013, pp. 360-371.
DOI Link 1312
registration BibRef

Seetharaman, K., Kamarasan, M.,
Statistical framework for content-based medical image retrieval based on wavelet orthogonal polynomial model with multiresolution structure,
MultInfoRetr(3), No. 1, March 2014, pp. 53-66.
WWW Link. 1403
BibRef

Seetharaman, K., Jeyakarthic, M.,
Statistical distributional approach for scale and rotation invariant color image retrieval using multivariate parametric tests and orthogonality condition,
JVCIR(25), No. 5, 2014, pp. 727-739.
Elsevier DOI 1406
Variance-Covariance BibRef

Müller, H., Unay, D.,
Retrieval From and Understanding of Large-Scale Multi-modal Medical Datasets: A Review,
MultMed(19), No. 9, September 2017, pp. 2093-2104.
IEEE DOI 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 BibRef

Li, W.[Wenbo], Pan, H.W.[Hai-Wei], Li, P.Y.[Peng-Yuan], Xie, X.Q.[Xiao-Qin], Zhang, Z.Q.[Zhi-Qiang],
A medical image retrieval method based on texture block coding tree,
SP:IC(59), No. 1, 2017, pp. 131-139.
Elsevier DOI 1711
Content-based image retrieval (CBIR) 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 BibRef

Wang, X.[Xuekuan], Zhao, C.[Cairong], Miao, D.Q.[Duo-Qian], Liu, C.[Cuijun], Chen, Y.[Yipeng], 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

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 BibRef

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 Similarity Based Queries,
CIARP13(I:375-382).
Springer DOI 1311
BibRef

Felipe, J.C.[Joaquim Cezar], Machado Traina, A.J.[Agma Juci], Traina, C.[Caetano],
Perceptual Distance Functions for Similarity Retrieval of Medical Images,
CIVR06(432-442).
Springer DOI 0607
BibRef

di Ruberto, C.[Cecilia], Fodde, G.[Giuseppe],
Evaluation of Statistical Features for Medical Image Retrieval,
CIAP13(I:552-561).
Springer DOI 1311
BibRef

Wang, X.[Xiang], Wang, F.[Fei], Hu, J.[Jianying],
A Multi-task Learning Framework for Joint Disease Risk Prediction and Comorbidity Discovery,
ICPR14(220-225)
IEEE DOI 1412
Databases BibRef

Markonis, D.[Dimitrios], Donner, R.[René], Holzer, M.[Markus], Schlegl, T.[Thomas], Dungs, S.[Sebastian], Kriewel, S.[Sascha], Langs, G.[Georg], Müller, H.[Henning],
A Visual Information Retrieval System for Radiology Reports and the Medical Literature,
MMMod14(II: 390-393).
Springer DOI 1405
BibRef

Yu, X.[Xiang], Zhang, S.T.[Shao-Ting], Liu, B.[Bo], Zhong, L.[Lin], Metaxas, D.N.[Dimitris N.],
Large Scale Medical Image Search via Unsupervised PCA Hashing,
BDCV13(393-398)
IEEE DOI 1309
Large scale; PCA hashing; medical image retrieval BibRef

Kuang, Z.H.[Zhang-Hui], Sun, J.[Jian], Wong, K.Y.K.[Kwan-Yee K.],
Learning Regularized, Query-Dependent Bilinear Similarities for Large Scale Image Retrieval,
BDCV13(413-420)
IEEE DOI 1309
Angular Regularization; Bilinear Similarities; Image Retrieval BibRef

Raval, N.[Nisarg], Tonge, R.V.[Rashmi Vilas], Jawahar, C.V.,
Image Retrieval Using Eigen Queries,
ACCV12(II:461-474).
Springer DOI 1304
Decompose query into known queries. BibRef

Rahman, M.M.[M. Mahmudur], Antani, S.K.[Sameer K.], Thoma, G.R.[George R.],
Local concept-based medical image retrieval with correlation-enhanced similarity matching based on global analysis,
MMBIA10(87-94).
IEEE DOI 1006
BibRef

Rahman, M.M.[M. Mahmudur], Bhattacharya, P.[Prabir],
Image retrieval with automatic query expansion based on local analysis in a semantical concept feature space,
CIVR09(Article No 20).
DOI Link 0907
BibRef

Vijay, A.[Ashok], Bhattacharya, M.[Mahua],
Content-Based Medical Image Retrieval Using the Generic Fourier Descriptor with Brightness,
ICMV09(330-332).
IEEE DOI 0912
BibRef

Muller, H.[Henning], Kalpathy-Cramer, J.[Jayashree],
The ImageCLEF Medical Retrieval Task at ICPR 2010: Information Fusion,
ICPR10(3284-3287).
IEEE DOI 1008
BibRef
And:
The ImageCLEF Medical Retrieval Task at ICPR 2010: Information Fusion to Combine Visual and Textual Information,
ICPR-Contests10(99-108).
Springer DOI 1008
BibRef

Shweta, T.[Taneja], Shipra, R.[Raheja], Savneet, K.[Kaur],
Using Supervised Learning and Comparing General and ANTI-HIV Drug Databases Using Chemoinformatics,
PReMI09(177-183).
Springer DOI 0912
BibRef

Unay, D.[Devrim], Ekin, A.[Ahmet], Jasinschi, R.[Radu],
Medical image search and retrieval using local binary patterns and KLT feature points,
ICIP08(997-1000).
IEEE DOI 0810
BibRef

Zhou, X.S.[Xiang Sean], Zillner, S.[Sonja], Moeller, M.[Manuel], Sintek, M.[Michael], Zhan, Y.Q.[Yi-Qiang], Krishnan, A.[Arun], Gupta, A.[Alok],
Semantics and CBIR: a medical imaging perspective,
CIVR08(571-580). 0807
BibRef

Caicedo, J.C.[Juan C.], González, F.A.[Fabio A.], Triana, E.[Edwin], Romero, E.[Eduardo],
Design of a Medical Image Database with Content-Based Retrieval Capabilities,
PSIVT07(919-931).
Springer DOI 0712
BibRef

Dey, L.[Lipika], Abulaish, M.[Muhammad], Goyel, R.[Rohit], Jahiruddin,
Semantic Integration of Information Through Relation Mining: Application to Bio-medical Text Processing,
PReMI07(365-372).
Springer DOI 0712
BibRef

Goldberger, J.[Jacob], Greenspan, H.[Hayit], Dreyfuss, J.[Jeremie],
An Optimal Reduced Representation of a MoG with Applicatios to Medical Image Database Classification,
CVPR07(1-6).
IEEE DOI 0706
BibRef

Seo, M.S.[Mi-Suk], Ko, B.C.[Byoung Chul], Chung, H.[Hong], Nam, J.Y.[Jae Yeal],
ROI-Based Medical Image Retrieval Using Human-Perception and MPEG-7 Visual Descriptors,
CIVR06(231-240).
Springer DOI 0607
BibRef

Marée, R.[Raphaël], Geurts, P.[Pierre], Piater, J.H.[Justus H.], Wehenkel, L.[Louis],
Biomedical Image Classification with Random Subwindows and Decision Trees,
CVBIA05(220-229).
Springer DOI 0601
BibRef
And:
Random Subwindows for Robust Image Classification,
CVPR05(I: 34-40).
IEEE DOI 0507
Ensembles of extremely randomized decision trees. Learning for recognition. BibRef

Xiong, W.[Wei], Qiu, B.[Bo], Tian, Q.[Qi], Xu, C.S.[Chang-Sheng], Ong, S.H.[Sim Heng], Foong, K.,
Content-Based Medical Image Retrieval Using Dynamically Optimized Regional Features,
ICIP05(III: 1232-1235).
IEEE DOI 0512
BibRef

Mlsna, P.A., Sirakov, N.M.,
Intelligent shape feature extraction and indexing for efficient content-based medical image retrieval,
Southwest04(172-176).
WWW Link. 0411
BibRef

Mojsilovic, A., Comes, J.,
Semantic based categorization, browsing and retrieval in medical image databases,
ICIP02(III: 145-148).
IEEE DOI 0210
BibRef

Shyu, C.R.[Chi-Ren], and Matsakis, P.[Pascal],
Spatial Lesion Indexing for Medical Image Databases Using Force Histograms,
CVPR01(II:603-608).
IEEE DOI 0110
BibRef

Marchiori, A., Brodley, C.E., Dy, J.G., Pavlopouplou, C., Kak, A.C., Broderick, L.S.[Lynn S.], Aisen, A.M.,
CBIR for Medical Images: An Evaluation Trial,
CBAIVL01(89).
IEEE DOI 0110
BibRef

Liu, Y.Z.[Yan-Zi], Dellaert, F.[Frank],
Classification-Driven medical Image Retrieval,
DARPA98(1261-1268). BibRef 9800

Stewart, B.K., Langer, S.G.,
Medical image databases and informatics,
ICIP98(II: 29-33).
IEEE DOI 9810
BibRef

Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
Interactive Retrieval, Browsing Based Retrieval .


Last update:Nov 18, 2017 at 20:56:18