@inproceedings{bb218500, AUTHOR = "Zhang, X.F. and Su, H. and Yang, L. and Zhang, S.T.", TITLE = "Fine-grained histopathological image analysis via robust segmentation and large-scale retrieval", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "5361-5368", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213576"} @article{bb218501, AUTHOR = "Xu, J. and Xiang, L. and Liu, Q. and Gilmore, H. and Wu, J. and Tang, J. and Madabhushi, A.", TITLE = "Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images", JOURNAL = MedImg, VOLUME = "35", YEAR = "2016", NUMBER = "1", MONTH = "January", PAGES = "119-130", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213577"} @article{bb218502, AUTHOR = "Ehteshami Bejnordi, B. and Balkenhol, M. and Litjens, G. and Holland, R. and Bult, P. and Karssemeijer, N. and van der Laak, J.A.W.M.", TITLE = "Automated Detection of DCIS in Whole-Slide H E Stained Breast Histopathology Images", JOURNAL = MedImg, VOLUME = "35", YEAR = "2016", NUMBER = "9", MONTH = "September", PAGES = "2141-2150", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213578"} @article{bb218503, AUTHOR = "Wdowiak, M. and Markiewicz, T. and Osowski, S. and Patera, J. and Kozlowski, W.", TITLE = "Novel segmentation algorithm for identification of cell membrane staining in HER2 images", JOURNAL = PRL, VOLUME = "84", YEAR = "2016", NUMBER = "1", PAGES = "225-231", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213579"} @article{bb218504, AUTHOR = "Xing, F. and Xie, Y. and Yang, L.", TITLE = "An Automatic Learning-Based Framework for Robust Nucleus Segmentation", JOURNAL = MedImg, VOLUME = "35", YEAR = "2016", NUMBER = "2", MONTH = "February", PAGES = "550-566", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213580"} @article{bb218505, AUTHOR = "Albarqouni, S. and Baur, C. and Achilles, F. and Belagiannis, V. and Demirci, S. and Navab, N.", TITLE = "AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images", JOURNAL = MedImg, VOLUME = "35", YEAR = "2016", NUMBER = "5", MONTH = "May", PAGES = "1313-1321", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213581"} @article{bb218506, AUTHOR = "Mercan, C. and Aksoy, S. and Mercan, E. and Shapiro, L.G. and Weaver, D.L. and Elmore, J.G.", TITLE = "Multi-Instance Multi-Label Learning for Multi-Class Classification of Whole Slide Breast Histopathology Images", JOURNAL = MedImg, VOLUME = "37", YEAR = "2018", NUMBER = "1", MONTH = "January", PAGES = "316-325", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213582"} @inproceedings{bb218507, AUTHOR = "Mercan, E. and Aksoy, S. and Shapiro, L.G. and Weaver, D.L. and Brunye, T. and Elmore, J.G.", TITLE = "Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "1179-1184", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213583"} @article{bb218508, AUTHOR = "Saha, M. and Chakraborty, C.", TITLE = "Her2Net: A Deep Framework for Semantic Segmentation and Classification of Cell Membranes and Nuclei in Breast Cancer Evaluation", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "5", MONTH = "May", PAGES = "2189-2200", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213584"} @article{bb218509, AUTHOR = "Gecer, B. and Aksoy, S. and Mercan, E. and Shapiro, L.G. and Weaver, D.L. and Elmore, J.G.", TITLE = "Detection and classification of cancer in whole slide breast histopathology images using deep convolutional networks", JOURNAL = PR, VOLUME = "84", YEAR = "2018", PAGES = "345-356", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213585"} @article{bb218510, AUTHOR = "Tellez, D. and Balkenhol, M. and Otte Holler, I. and van de Loo, R. and Vogels, R. and Bult, P. and Wauters, C. and Vreuls, W. and Mol, S. and Karssemeijer, N. and Litjens, G. and van der Laak, J. and Ciompi, F.", TITLE = "Whole-Slide Mitosis Detection in H&E Breast Histology Using PHH3 as a Reference to Train Distilled Stain-Invariant Convolutional Networks", JOURNAL = MedImg, VOLUME = "37", YEAR = "2018", NUMBER = "9", MONTH = "September", PAGES = "2126-2136", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213586"} @article{bb218511, AUTHOR = "Tellez, D. and Litjens, G. and van der Laak, J. and Ciompi, F.", TITLE = "Neural Image Compression for Gigapixel Histopathology Image Analysis", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "2", MONTH = "February", PAGES = "567-578", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213587"} @article{bb218512, AUTHOR = "Yang, H. and Kim, J. and Kim, H. and Adhikari, S.P.", TITLE = "Guided Soft Attention Network for Classification of Breast Cancer Histopathology Images", JOURNAL = MedImg, VOLUME = "39", YEAR = "2020", NUMBER = "5", MONTH = "May", PAGES = "1306-1315", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213588"} @article{bb218513, AUTHOR = "Saxena, S. and Shukla, S. and Gyanchandani, M.", TITLE = "Breast cancer histopathology image classification using kernelized weighted extreme learning machine", JOURNAL = IJIST, VOLUME = "31", YEAR = "2021", NUMBER = "1", PAGES = "168-179", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213589"} @article{bb218514, AUTHOR = "Alkassar, S. and Jebur, B.A. and Abdullah, M.A.M. and Al Khalidy, J.H. and Chambers, J.A.", TITLE = "Going deeper: magnification-invariant approach for breast cancer classification using histopathological images", JOURNAL = IET-CV, VOLUME = "15", YEAR = "2021", NUMBER = "2", PAGES = "151-164", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213590"} @article{bb218515, AUTHOR = "Hu, C.H. and Sun, X.Y. and Yuan, Z.M. and Wu, Y.F.", TITLE = "Classification of breast cancer histopathological image with deep residual learning", JOURNAL = IJIST, VOLUME = "31", YEAR = "2021", NUMBER = "3", PAGES = "1583-1594", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213591"} @article{bb218516, AUTHOR = "Gupta, A.P. and Yeo, S.J. and Mativenga, M. and Jung, J. and Kim, W. and Lim, J. and Park, J. and Ahn, J.S. and Kim, S.H. and Chae, M.S. and Yeon, Y.H. and Kim, N. and Ko, B.S. and Ryu, J.", TITLE = "A feasibility study of a portable intraoperative specimen imaging X-ray system based on carbon nanotube field emitters", JOURNAL = IJIST, VOLUME = "31", YEAR = "2021", NUMBER = "3", PAGES = "1128-1135", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213592"} @article{bb218517, AUTHOR = "Zou, Y. and Zhang, J.X. and Huang, S. and Liu, B.", TITLE = "Breast cancer histopathological image classification using attention high-order deep network", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "1", PAGES = "266-279", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213593"} @article{bb218518, AUTHOR = "Huang, H. and Feng, X. and Jiang, J. and Chen, P.Y. and Zhou, S.", TITLE = "Mask RCNN algorithm for nuclei detection on breast cancer histopathological images", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "1", PAGES = "209-217", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213594"} @article{bb218519, AUTHOR = "Melekoodappattu, J.G. and Dhas, A.S. and Kumar, K.B. and Adarsh, K.S.", TITLE = "Malignancy detection on mammograms by integrating modified convolutional neural network classifier and texture features", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "2", PAGES = "564-574", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213595"} @article{bb218520, AUTHOR = "Thiagarajan, P. and Khairnar, P. and Ghosh, S.", TITLE = "Explanation and Use of Uncertainty Quantified by Bayesian Neural Network Classifiers for Breast Histopathology Images", JOURNAL = MedImg, VOLUME = "41", YEAR = "2022", NUMBER = "4", MONTH = "April", PAGES = "815-825", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213596"} @article{bb218521, AUTHOR = "Abdelli, A. and Saouli, R. and Djemal, K. and Youkana, I.", TITLE = "Multiple instance learning for classifying histopathological images of the breast cancer using residual neural network", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "3", PAGES = "1015-1029", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213597"} @article{bb218522, AUTHOR = "Mathew, T. and Ajith, B. and Kini, J.R. and Rajan, J.", TITLE = "Deep learning-based automated mitosis detection in histopathology images for breast cancer grading", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "4", PAGES = "1192-1208", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213598"} @article{bb218523, AUTHOR = "Liu, K. and Liu, Z.L. and Liu, S.", TITLE = "Semi-Supervised Breast Histopathological Image Classification with Self-Training Based on Non-Linear Distance Metric", JOURNAL = IET-IPR, VOLUME = "16", YEAR = "2022", NUMBER = "12", PAGES = "3164-3176", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213599"} @article{bb218524, AUTHOR = "Lu, Y.Y. and Zhang, J. and Liu, X. and Zhang, Z.H. and Li, W.X. and Zhou, X.S. and Li, R.S.", TITLE = "Prediction of breast cancer metastasis by deep learning pathology", JOURNAL = IET-IPR, VOLUME = "17", YEAR = "2023", NUMBER = "2", PAGES = "533-543", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213600"} @inproceedings{bb218525, AUTHOR = "Fernandes, S.L. and Krivic, S. and Sharma, P. and Jha, S.K.", TITLE = "Attribution-based Confidence Metric for Detection of Adversarial Attacks on Breast Histopathological Images", BOOKTITLE = AdvRob22, YEAR = "2022", PAGES = "501-516", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213601"} @inproceedings{bb218526, AUTHOR = "Chhipa, P.C. and Upadhyay, R. and Pihlgren, G.G. and Saini, R. and Uchida, S. and Liwicki, M.", TITLE = "Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "2716-2726", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213602"} @inproceedings{bb218527, AUTHOR = "Liu, S.J. and Zhu, C. and Xu, F. and Jia, X.Y. and Shi, Z.Y. and Jin, M.", TITLE = "BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix", BOOKTITLE = CVMI22, YEAR = "2022", PAGES = "1814-1823", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213603"} @inproceedings{bb218528, AUTHOR = "Iheme, L.O. and Solmaz, G. and Tokat, F. and Cayir, S. and Bozaba, E. and Yazici, C. and Ozsoy, G. and Ayalti, S. and Kayhan, C.K. and Ince, U.", TITLE = "Patch-Level Nuclear Pleomorphism Scoring Using Convolutional Neural Networks", BOOKTITLE = CAIP21, YEAR = "2021", PAGES = "I:185-194", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213604"} @inproceedings{bb218529, AUTHOR = "Li, Z.Q. and Tao, R. and Wu, Q. and Li, B.", TITLE = "DA-RefineNet: Dual-inputs Attention RefineNet for Whole Slide Image Segmentation", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "1918-1925", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213605"} @inproceedings{bb218530, AUTHOR = "Li, B. and Mercan, E. and Mehta, S. and Knezevich, S. and Arnold, C.W. and Weaver, D.L. and Elmore, J.G. and Shapiro, L.G.", TITLE = "Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "8727-8734", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213606"} @inproceedings{bb218531, AUTHOR = "Ma, X.", TITLE = "A Classification Method of Breast Pathological Image Based on Residual Learning", BOOKTITLE = CVIDL20, YEAR = "2020", PAGES = "135-139", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213607"} @inproceedings{bb218532, AUTHOR = "Roszkowiak, L. and Zak, J. and Siemion, K. and Pijanowska, D. and Korzynska, A.", TITLE = "Nuclei Detection with Local Threshold Processing in Dab&h Stained Breast Cancer Biopsy Images", BOOKTITLE = ICCVG20, YEAR = "2020", PAGES = "164-175", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213608"} @inproceedings{bb218533, AUTHOR = "Ma, M. and Shi, Y. and Li, W. and Gao, Y. and Xu, J.", TITLE = "A Novel Two-Stage Deep Method for Mitosis Detection in Breast Cancer Histology Images", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "3892-3897", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213609"} @inproceedings{bb218534, AUTHOR = "Rakhlin, A. and Shvets, A. and Iglovikov, V. and Kalinin, A.A.", TITLE = "Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "737-744", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213610"} @inproceedings{bb218535, AUTHOR = "Wang, Z. and Dong, N.Q. and Dai, W. and Rosario, S.D. and Xing, E.P.", TITLE = "Classification of Breast Cancer Histopathological Images using Convolutional Neural Networks with Hierarchical Loss and Global Pooling", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "745-753", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213611"} @inproceedings{bb218536, AUTHOR = "Mahbod, A. and Ellinger, I. and Ecker, R. and Smedby, O. and Wang, C.L.", TITLE = "Breast Cancer Histological Image Classification Using Fine-Tuned Deep Network Fusion", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "754-762", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213612"} @inproceedings{bb218537, AUTHOR = "Ferreira, C.A. and Melo, T. and Sousa, P. and Meyer, M.I. and Shakibapour, E. and Costa, P. and Campilho, A.", TITLE = "Classification of Breast Cancer Histology Images Through Transfer Learning Using a Pre-trained Inception Resnet V2", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "763-770", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213613"} @inproceedings{bb218538, AUTHOR = "Brancati, N. and Frucci, M. and Riccio, D.", TITLE = "Multi-classification of Breast Cancer Histology Images by Using a Fine-Tuning Strategy", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "771-778", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213614"} @inproceedings{bb218539, AUTHOR = "Cao, H. and Bernard, S. and Heutte, L. and Sabourin, R.", TITLE = "Improve the Performance of Transfer Learning Without Fine-Tuning Using Dissimilarity-Based Multi-view Learning for Breast Cancer Histology Images", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "779-787", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213615"} @inproceedings{bb218540, AUTHOR = "Awan, R. and Koohbanani, N.A. and Shaban, M. and Lisowska, A. and Rajpoot, N.", TITLE = "Context-Aware Learning Using Transferable Features for Classification of Breast Cancer Histology Images", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "788-795", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213616"} @inproceedings{bb218541, AUTHOR = "Kone, I. and Boulmane, L.", TITLE = "Hierarchical ResNeXt Models for Breast Cancer Histology Image Classification", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "796-803", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213617"} @inproceedings{bb218542, AUTHOR = "Chennamsetty, S.S. and Safwan, M. and Alex, V.", TITLE = "Classification of Breast Cancer Histology Image using Ensemble of Pre-trained Neural Networks", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "804-811", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213618"} @inproceedings{bb218543, AUTHOR = "Vesal, S. and Ravikumar, N. and Davari, A. and Ellmann, S. and Maier, A.", TITLE = "Classification of Breast Cancer Histology Images Using Transfer Learning", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "812-819", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213619"} @inproceedings{bb218544, AUTHOR = "Galal, S. and Sanchez Freire, V.", TITLE = "Candy Cane: Breast Cancer Pixel-Wise Labeling with Fully Convolutional Densenets", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "820-826", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213620"} @inproceedings{bb218545, AUTHOR = "Guo, Y. and Dong, H. and Song, F. and Zhu, C. and Liu, J.", TITLE = "Breast Cancer Histology Image Classification Based on Deep Neural Networks", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "827-836", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213621"} @inproceedings{bb218546, AUTHOR = "Golatkar, A. and Anand, D. and Sethi, A.", TITLE = "Classification of Breast Cancer Histology Using Deep Learning", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "837-844", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213622"} @inproceedings{bb218547, AUTHOR = "Wang, Y. and Sun, L.L. and Ma, K. and Fang, J.", TITLE = "Breast Cancer Microscope Image Classification Based on CNN with Image Deformation", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "845-852", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213623"} @inproceedings{bb218548, AUTHOR = "Iesmantas, T. and Alzbutas, R.", TITLE = "Convolutional Capsule Network for Classification of Breast Cancer Histology Images", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "853-860", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213624"} @inproceedings{bb218549, AUTHOR = "Marami, B. and Prastawa, M. and Chan, M. and Donovan, M. and Fernandez, G. and Zeineh, J.", TITLE = "Ensemble Network for Region Identification in Breast Histopathology Slides", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "861-868", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213625"} @inproceedings{bb218550, AUTHOR = "Nawaz, W. and Ahmed, S. and Tahir, A. and Khan, H.A.", TITLE = "Classification Of Breast Cancer Histology Images Using ALEXNET", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "869-876", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213626"} @inproceedings{bb218551, AUTHOR = "Pimkin, A. and Makarchuk, G. and Kondratenko, V. and Pisov, M. and Krivov, E. and Belyaev, M.", TITLE = "Ensembling Neural Networks for Digital Pathology Images Classification and Segmentation", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "877-886", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213627"} @inproceedings{bb218552, AUTHOR = "Sarmiento, A. and Fondon, I.", TITLE = "Automatic Breast Cancer Grading of Histological Images Based on Colour and Texture Descriptors", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "887-894", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213628"} @inproceedings{bb218553, AUTHOR = "Vu, Q.D. and To, M.N.N. and Kim, E. and Kwak, J.T.", TITLE = "Micro and Macro Breast Histology Image Analysis by Partial Network Re-use", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "895-902", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213629"} @inproceedings{bb218554, AUTHOR = "Kohl, M. and Walz, C. and Ludwig, F. and Braunewell, S. and Baust, M.", TITLE = "Assessment of Breast Cancer Histology Using Densely Connected Convolutional Networks", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "903-913", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213630"} @inproceedings{bb218555, AUTHOR = "Vang, Y.S. and Chen, Z. and Xie, X.H.", TITLE = "Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "914-922", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213631"} @inproceedings{bb218556, AUTHOR = "Huang, C.H. and Brodbeck, J. and Dimaano, N.M. and Kang, J. and Dogdas, B. and Rollins, D. and Gifford, E.M.", TITLE = "Automated Breast Cancer Image Classification Based on Integration of Noisy-And Model and Fully Connected Network", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "923-930", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213632"} @inproceedings{bb218557, AUTHOR = "Nazeri, K. and Aminpour, A. and Ebrahimi, M.", TITLE = "Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "717-726", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213633"} @inproceedings{bb218558, AUTHOR = "Kwok, S.", TITLE = "Multiclass Classification of Breast Cancer in Whole-Slide Images", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "931-940", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213634"} @inproceedings{bb218559, AUTHOR = "Garud, H. and Karri, S.P.K. and Sheet, D. and Chatterjee, J. and Mahadevappa, M. and Ray, A.K. and Ghosh, A. and Maity, A.K.", TITLE = "High-Magnification Multi-views Based Classification of Breast Fine Needle Aspiration Cytology Cell Samples Using Fusion of Decisions from Deep Convolutional Networks", BOOKTITLE = Microscopy17, YEAR = "2017", PAGES = "828-833", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213635"} @inproceedings{bb218560, AUTHOR = "Bhandari, S.H.", TITLE = "A bag-of-features approach for malignancy detection in breast histopathology images", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "4932-4936", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213636"} @inproceedings{bb218561, AUTHOR = "Moncayo, R. and Romo Bucheli, D. and Romero, E.", TITLE = "A Grading Strategy for Nuclear Pleomorphism in Histopathological Breast Cancer Images Using a Bag of Features (BOF)", BOOKTITLE = CIARP15, YEAR = "2015", PAGES = "75-82", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213637"} @inproceedings{bb218562, AUTHOR = "Wdowiak, M. and Markiewicz, T. and Osowski, S. and Patera, J. and Kozlowski, W.", TITLE = "Gradients and Active Contour Models for Localization of Cell Membrane in HER2/neu Images", BOOKTITLE = CAIP15, YEAR = "2015", PAGES = "I:432-444", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213638"} @inproceedings{bb218563, AUTHOR = "Wdowiak, M. and Markiewicz, T. and Osowski, S. and Swiderska, Z. and Patera, J. and Kozlowski, W.", TITLE = "Hourglass Shapes in Rank Grey-Level Hit-or-miss Transform for Membrane Segmentation in HER2/neu Images", BOOKTITLE = ISMM15, YEAR = "2015", PAGES = "3-14", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213639"} @inproceedings{bb218564, AUTHOR = "Khan, A.M. and Sirinukunwattana, K. and Rajpoot, N.", TITLE = "Geodesic Geometric Mean of Regional Covariance Descriptors as an Image-Level Descriptor for Nuclear Atypia Grading in Breast Histology Images", BOOKTITLE = MLMI14, YEAR = "2014", PAGES = "101-108", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213640"} @inproceedings{bb218565, AUTHOR = "Pollanen, I. and Braithwaite, B. and Ikonen, T. and Niska, H. and Haataja, K. and Toivanen, P. and Tolonen, T.", TITLE = "Computer-aided breast cancer histopathological diagnosis: Comparative analysis of three DTOCS-based features: SW-DTOCS, SW-WDTOCS and SW-3-4-DTOCS", BOOKTITLE = IPTA14, YEAR = "2014", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213641"} @inproceedings{bb218566, AUTHOR = "Zheng, Y.S. and Jiang, Z.G. and Shi, J. and Ma, Y.B.", TITLE = "Retrieval of pathology image for breast cancer using PLSA model based on texture and pathological features", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "2304-2308", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213642"} @inproceedings{bb218567, AUTHOR = "Paramanandam, M. and Thamburaj, R. and Manipadam, M.T. and Nagar, A.K.", TITLE = "Boundary Extraction for Imperfectly Segmented Nuclei in Breast Histopathology Images: A Convex Edge Grouping Approach", BOOKTITLE = IWCIA14, YEAR = "2014", PAGES = "250-261", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213643"} @inproceedings{bb218568, AUTHOR = "Saha, B.N. and Saini, A. and Ray, N. and Greiner, R. and Hugh, J. and Tambasco, M.", TITLE = "A robust convergence index filter for breast cancer cell segmentation", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "922-926", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213644"} @inproceedings{bb218569, AUTHOR = "Wan, T. and Liu, X. and Chen, J.H. and Qin, Z.C.", TITLE = "Wavelet-based statistical features for distinguishing mitotic and non-mitotic cells in breast cancer histopathology", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "2290-2294", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213645"} @inproceedings{bb218570, AUTHOR = "Tripathi, A.S. and Mathur, A. and Daga, M. and Kuse, M. and Au, O.C.", TITLE = "2-SiMDoM: A 2-Sieve model for detection of mitosis in multispectral breast cancer imagery", BOOKTITLE = ICIP13, YEAR = "2013", PAGES = "611-615", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213646"} @inproceedings{bb218571, AUTHOR = "Khan, A.M. and El Daly, H. and Rajpoot, N.M.", TITLE = "A Gamma-Gaussian mixture model for detection of mitotic cells in breast cancer histopathology images", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "149-152", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213647"} @inproceedings{bb218572, AUTHOR = "Peskin, A.P. and Hoeppner, D.J. and Stuelten, C.H.", TITLE = "Segmentation and Cell Tracking of Breast Cancer Cells", BOOKTITLE = ISVC11, YEAR = "2011", PAGES = "I: 381-391", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213648"} @inproceedings{bb218573, AUTHOR = "Roullier, V. and Lezoray, O. and Ta, V.T. and El Moataz, A.", TITLE = "Mitosis Extraction in Breast-Cancer Histopathological Whole Slide Images", BOOKTITLE = ISVC10, YEAR = "2010", PAGES = "I: 539-548", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213649"} @inproceedings{bb218574, AUTHOR = "Tsapatsoulis, N. and Schnorrenberg, F. and Pattichis, C.S. and Kollias, S.", TITLE = "An Image Analysis System for Automated Detection of Breast Cancer Nuclei", BOOKTITLE = ICIP97, YEAR = "1997", PAGES = "III: 512-515", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213650"} @inproceedings{bb218575, AUTHOR = "Dias, A.V. and Bortolozzi, F. and Delgado, M.R.B.S.", TITLE = "Results of the Use of Bayesian Classifiers for Identification of Breast Cancer Cell Nuclei", BOOKTITLE = ICPR96, YEAR = "1996", PAGES = "III: 508-512", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213651"} @inproceedings{bb218576, AUTHOR = "Murshed, N.A. and Bortolozzi, F. and Sabourin, R.", TITLE = "A fuzzy ARTMAP-based classification system for detecting cancerous cells, based on the one-class problem approach", BOOKTITLE = ICPR96, YEAR = "1996", PAGES = "IV: 478-482", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213652"} @inproceedings{bb218577, AUTHOR = "Mea, V.D. and Beltrami, C.A.", TITLE = "Analysis of the spatial arrangement of cells in the proliferative breast lesions", BOOKTITLE = CIAP95, YEAR = "1995", PAGES = "247-252", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858bcc1.html#TT213653"} @article{bb218578, AUTHOR = "Zheng, B.Y. and Qian, W. and Clarke, L.P.", TITLE = "Digital mammography: mixed feature neural network with spectral entropy decision for detection of microcalcifications", JOURNAL = MedImg, VOLUME = "15", YEAR = "1996", NUMBER = "5", MONTH = "October", PAGES = "589-597", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213654"} @article{bb218579, AUTHOR = "Lo, S.C.B. and Chan, H.P. and Lin, J.S. and Li, H. and Freedman, M.T. and Mun, S.K.", TITLE = "Artificial Convolution Neural-Network for Medical Image Pattern-Recognition", JOURNAL = NeurNet, VOLUME = "8", YEAR = "1995", NUMBER = "7-8", PAGES = "1201-1214", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213655"} @article{bb218580, AUTHOR = "Lo, S.C.B. and Lin, J.S.J. and Freedman, M.T. and Mun, S.K.", TITLE = "Application of Artificial Neural Networks to Medical Image Pattern-Recognition: Detection of Clustered Microcalcifications on Mammograms and Lung-Cancer on Chest Radiographs", JOURNAL = VLSIVideo, VOLUME = "18", YEAR = "1998", NUMBER = "3", MONTH = "April", PAGES = "263-274", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213656"} @article{bb218581, AUTHOR = "Tsujii, O. and Freedman, M.T. and Mun, S.K.", TITLE = "Classification of microcalcifications in digital mammograms using trend-oriented radial basis function neural network", JOURNAL = PR, VOLUME = "32", YEAR = "1999", NUMBER = "5", MONTH = "May", PAGES = "891-903", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213657"} @article{bb218582, AUTHOR = "Bottema, M.J. and Slavotinek, J.P.", TITLE = "Detection and classification of lobular and DCIS (small cell) microcalcifications in digital mammograms", JOURNAL = PRL, VOLUME = "21", YEAR = "2000", NUMBER = "13-14", MONTH = "December", PAGES = "1209-1214", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213658"} @inproceedings{bb218583, AUTHOR = "Slavotinek, J.P. and Bottema, M.J.", TITLE = "Detection and classification of lobular and DCIS (small cell) microcalcifications in digital mammograms", BOOKTITLE = SCIA99, YEAR = "1999", PAGES = "Biological Applications II", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213658"} @article{bb218584, AUTHOR = "Grohman, W.M. and Dhawan, A.P.", TITLE = "Fuzzy convex set-based pattern classification for analysis of mammographic microcalcifications", JOURNAL = PR, VOLUME = "34", YEAR = "2001", NUMBER = "7", MONTH = "July", PAGES = "1469-1482", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213659"} @article{bb218585, AUTHOR = "Netsch, T. and Peitgen, H.O.", TITLE = "Scale-space signatures for the detection of clustered microcalcifications in digital mammograms", JOURNAL = MedImg, VOLUME = "18", YEAR = "1999", NUMBER = "9", MONTH = "September", PAGES = "774-786", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213660"} @article{bb218586, AUTHOR = "Sentelle, S. and Sentelle, C. and Sutton, M.A.", TITLE = "Multiresolution-Based Segmentation of Calcifications for the Early Detection of Breast Cancer", JOURNAL = RealTimeImg, VOLUME = "8", YEAR = "2002", NUMBER = "3", MONTH = "June", PAGES = "237-252", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213661"} @article{bb218587, AUTHOR = "El Naqa, I. and Yang, Y.Y. and Wernick, M.N. and Galatsanos, N.P. and Nishikawa, R.M.", TITLE = "A support vector machine approach for detection of microcalcifications", JOURNAL = MedImg, VOLUME = "21", YEAR = "2002", NUMBER = "12", MONTH = "December", PAGES = "1552-1563", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213662"} @inproceedings{bb218588, AUTHOR = "El Naqa, I. and Yang, Y.Y. and Wernick, M.N. and Galatsanos, N.P. and Nishikawa, R.M.", TITLE = "A support vector machine approach for detection of microcalcifications in mammograms", BOOKTITLE = ICIP02, YEAR = "2002", PAGES = "II: 953-956", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213663"} @article{bb218589, AUTHOR = "El Naqa, I. and Yang, Y. and Galatsanos, N.P. and Nishikawa, R.M. and Wernick, M.N.", TITLE = "A Similarity Learning Approach to Content-Based Image Retrieval: Application to Digital Mammography", JOURNAL = MedImg, VOLUME = "23", YEAR = "2004", NUMBER = "10", MONTH = "October", PAGES = "1233-1244", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213664"} @inproceedings{bb218590, AUTHOR = "El Naqa, I. and Yang, D.S. and Deasy, J.O.", TITLE = "Automated Estimation of the Biophysical Target for Radiotherapy Treatment Planning using Multimodality Image Analysis", BOOKTITLE = ICIP07, YEAR = "2007", PAGES = "V: 533-536", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213665"} @inproceedings{bb218591, AUTHOR = "El Naqa, I. and Yang, Y.Y. and Galatsanos, N.P. and Wernick, M.N.", TITLE = "Content-based image retrieval for digital mammography", BOOKTITLE = ICIP02, YEAR = "2002", PAGES = "III: 141-144", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213666"} @inproceedings{bb218592, AUTHOR = "El Naqa, I. and Yang, Y.Y. and Galatsanos, N.P. and Wernick, M.N.", TITLE = "Image Retrieval Based on Similarity Learning", BOOKTITLE = ICIP00, YEAR = "2000", PAGES = "Vol III: 722-725", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213667"} @inproceedings{bb218593, AUTHOR = "El Naqa, I.", TITLE = "Variational methods for image-guided adaptive radiotherapy", BOOKTITLE = Southwest10, YEAR = "2010", PAGES = "13-16", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213668"} @article{bb218594, AUTHOR = "Wei, L. and Yang, Y. and Nishikawa, R.M. and Jiang, Y.", TITLE = "A Study on Several Machine-Learning Methods for Classification of Malignant and Benign Clustered Microcalcifications", JOURNAL = MedImg, VOLUME = "24", YEAR = "2005", NUMBER = "3", MONTH = "March", PAGES = "371-380", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213669"} @article{bb218595, AUTHOR = "Wei, L. and Yang, Y. and Nishikawa, R.M. and Wernick, M.N. and Edwards, A.", TITLE = "Relevance Vector Machine for Automatic Detection of Clustered Microcalcifications", JOURNAL = MedImg, VOLUME = "24", YEAR = "2005", NUMBER = "10", MONTH = "October", PAGES = "1278-1285", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213670"} @inproceedings{bb218596, AUTHOR = "Wei, L.Y. and Yang, Y.Y. and Nishikawa, R.M.", TITLE = "Relevance Vector Machine Learning for Detection of Microcalcifications in Mammograms", BOOKTITLE = ICIP05, YEAR = "2005", PAGES = "I: 9-12", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213671"} @inproceedings{bb218597, AUTHOR = "Wei, L.Y. and Yang, Y.Y. and Nishikawa, R.M. and Wernick, M.N.", TITLE = "Mammogram Retrieval by Similarity Learning from Experts", BOOKTITLE = ICIP06, YEAR = "2006", PAGES = "2517-2520", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213672"} @article{bb218598, AUTHOR = "de Santo, M. and Molinara, M. and Tortorella, F. and Vento, M.", TITLE = "Automatic classification of clustered microcalcifications by a multiple expert system", JOURNAL = PR, VOLUME = "36", YEAR = "2003", NUMBER = "7", MONTH = "July", PAGES = "1467-1477", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213673"} @inproceedings{bb218599, AUTHOR = "de Vito, S. and Tortorella, F. and Vento, M.", TITLE = "C: Automatic classification of clustered microcalcifications by a multiple expert system", BOOKTITLE = CIAP99, YEAR = "1999", PAGES = "464-469", BIBSOURCE = "http://www.visionbib.com/bibliography/medical858mc1.html#TT213674"}