Chest pathology detection using deep learning with non-medical training
Bar, Yaniv, Diamant, Idit, Wolf, Lior, Lieberman, Sivan, Konen, Eli, Greenspan, Hayit
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
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Conference Proceeding
Off-the-shelf convolutional neural network features for pulmonary nodule detection in computed tomography scans
van Ginneken, Bram, Setio, Arnaud A. A., Jacobs, Colin, Ciompi, Francesco
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
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Conference Proceeding
Anatomy-specific classification of medical images using deep convolutional nets
Roth, Holger R., Lee, Christopher T., Hoo-Chang Shin, Seff, Ari, Kim, Lauren, Jianhua Yao, Le Lu, Summers, Ronald M.
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
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Conference Proceeding
Automated anatomical landmark detection ondistal femur surface using convolutional neural network
Dong Yang, Shaoting Zhang, Zhennan Yan, Chaowei Tan, Kang Li, Metaxas, Dimitris
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
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Conference Proceeding
Cardiac MRI derived epicardial fat maps to assist VT ablation procedures for subjects with implantable devices
Zimmermann, Judith, Rashid, Shams, Peng Hu, Katouzian, Amin, Navab, Nassir, Ennis, Daniel B.
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
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Conference Proceeding
Region segmentation in histopathological breast cancer images using deep convolutional neural network
Hai Su, Fujun Liu, Yuanpu Xie, Fuyong Xing, Meyyappan, Sreenivasan, Lin Yang
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
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Conference Proceeding
Structure-preserved color normalization for histological images
Vahadane, Abhishek, Tingying Peng, Albarqouni, Shadi, Baust, Maximilian, Steiger, Katja, Schlitter, Anna Melissa, Sethi, Amit, Esposito, Irene, Navab, Nassir
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
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Conference Proceeding
Automatic detection of cerebral microbleeds via deep learning based 3D feature representation
Hao Chen, Lequan Yu, Qi Dou, Lin Shi, Mok, Vincent C. T., Pheng Ann Heng
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
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Conference Proceeding
Detecting genetic risk factors for Alzheimer's disease in whole genome sequence data via Lasso screening
Tao Yang, Jie Wang, Qian Sun, Hibar, Derrek P., Jahanshad, Neda, Li Liu, Yalin Wang, Liang Zhan, Thompson, Paul M., Jieping Ye
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2015)
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2015)
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Conference Proceeding
Journal Article
Deep learning for automatic cell detection in wide-field microscopy zebrafish images
Bo Dong, Ling Shao, Da Costa, Marc, Bandmann, Oliver, Frangi, Alejandro F.
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
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Conference Proceeding
Segmentation of overlapping cervical cells: A variational method with star-shape prior
Nosrati, Masoud S., Hamarneh, Ghassan
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
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Conference Proceeding
Feature selection improves the accuracy of classifying Alzheimer disease using diffusion tensor images
Demirhan, Ayse, Nir, Talia M., Zavaliangos-Petropulu, Artemis, Jack, Clifford R., Weiner, Michael W., Bernstein, Matt A., Thompson, Paul M., Jahanshad, Neda
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2015)
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2015)
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Conference Proceeding
Journal Article
DFDL: Discriminative feature-oriented dictionary learning for histopathological image classification
Vu, Tiep H., Mousavi, Hojjat S., Monga, Vishal, Rao, U.K. Arvind, Rao, Ganesh
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
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Conference Proceeding
Covariance estimation using conjugate gradient for 3D classification in CRYO-EM
Anden, Joakim, Katsevich, Eugene, Singer, Amit
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2015)
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2015)
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Conference Proceeding
Journal Article
Orthogonal matrix retrieval in cryo-electron microscopy
Bhamre, Tejal, Teng Zhang, Singer, Amit
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2015)
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2015)
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Conference Proceeding
Journal Article
Nuclei segmentation via sparsity constrained convolutional regression
Yin Zhou, Hang Chang, Barner, Kenneth E., Parvin, Bahram
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2015)
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2015)
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Conference Proceeding
Journal Article
Automated cell segmentation with 3D fluorescence microscopy images
Jun Kong, Fusheng Wang, Teodoro, George, Yanhui Liang, Yangyang Zhu, Tucker-Burden, Carol, Brat, Daniel J.
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2015)
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2015)
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Conference Proceeding
Journal Article
Medial demons registration localizes the degree of genetic influence over subcortical shape variability: An N= 1480 meta-analysis
Gutman, Boris A., Jahanshad, Neda, Ching, Christopher R. K., Yalin Wang, Kochunov, Peter V., Nichols, Thomas E., Thompson, Paul M.
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2015)
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2015)
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Conference Proceeding
Journal Article