Deep Learning Publication Navigator - subtopic: biomedical

Year TitleAuthor
2017   Classification of Medical Images and Illustrations in the Biomedical Literature Using Synergic Deep Learning  J Zhang, Y Xia, Q Wu, Y Xie
2017   Unsupervised Transfer Learning via Multi-Scale Convolutional Sparse Coding for Biomedical Applications  H Chang, J Han, C Zhong, A Snijders, JH Mao
2017   Using Deep Learning Towards Biomedical Knowledge Discovery  NN Rather, CO Patel, SA Khan
2017   Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin …  NCF Codella, D Gutman, ME Celebi, B Helba 
2017   Deep Learning for Biomedical Information Retrieval: Learning Textual Relevance from Click Logs  S Mohan, N Fiorini, S Kim, Z Lu
2017   Mining Faces from Biomedical Literature using Deep Learning  M Dawson, A Zisserman, C Nellåker
2017   A Novel End-to-End Classifier Using Domain Transferred Deep Convolutional Neural Networks for Biomedical Images  S Pang, Z Yu, MA Orgun
2017   Deep learning for extracting protein-protein interactions from biomedical literature  Y Peng, Z Lu
2017   Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation  L Yang, Y Zhang, J Chen, S Zhang, DZ Chen
2017   Predictive models for robotics and biomedical applications  HN Do
2017   Biomedical Data Augmentation Using Generative Adversarial Neural Networks  F Calimeri, A Marzullo, C Stamile, G Terracina 
2017   Deep learning with word embeddings improves biomedical named entity recognition  M Habibi, L Weber, M Neves, DL Wiegandt, U Leser
2017   Towards Representation Learning for Biomedical Concept Detection in Medical Images: UA. PT Bioinformatics in ImageCLEF 2017  E Pinho, JF Silva, JM Silva, C Costa
2017   Nabla-net: A Deep Dag-Like Convolutional Architecture for Biomedical Image Segmentation  A Chan, R Wiest, M Reyes
2017   Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation  KL Tseng, YL Lin, W Hsu, CY Huang
2017   Biomedical Applications Based on Natural and Artificial Computing: International Work-Conference on the Interplay Between Natural and Artificial Computation, …  JMF Vicente, JR Álvarez
2016   Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation  J Chen, L Yang, Y Zhang, M Alber, DZ Chen
2016   Training word embeddings for deep learning in biomedical text mining tasks  Z Jiang, L Li, D Huang, L Jin
2016   Nabla-net: a deep dag-like convolutional architecture for biomedical image segmentation: application to white-matter lesion segmentation in multiple sclerosis  R McKinley, T Gundersen, F Wagner, A Chan, R Wiest
2016   Deep neural network based protein-protein interaction extraction from biomedical literature  Z Zhao, Z Yang, L Luo, H Lin, J Wang, S Gao
2016   Application of Deep Learning to Biomedical Informatics  Y Wang
2016   Construction of relational word dictionary and learning of relational rules in PPI extraction from biomedical literatures  X Guo, T He, Y Xing
2016   Ensemble Deep Learning for Biomedical Time Series Classification  L Jin, J Dong
2016   Learning for Biomedical Information Extraction: Methodological Review of Recent Advances  F Liu, J Chen, A Jagannatha, H Yu
2016   Deep Self-Organising Maps for Efficient Heterogeneous Biomedical Signatures Extraction  N Sokolovska, NT Hai, K Clément, JD Zucker
2015   Biomedical Named Entity Recognition based on Deep Neutral Network  L Yao, H Liu, Y Liu, X Li, MW Anwar
2015   An Experimental Comparison of Feature Selection Methods on Two-Class Biomedical Datasets  P Drotár, J Gazda, Z Smékal
2015   2014 IEEE Biomedical Circuits and Systems Conference (BioCAS)  R Ding, B Zhao, S Chen
2015   Exploring Recurrent Neural Networks to Detect Named Entities from Biomedical Text  L Li, L Jin, D Huang
2015   Health ROI as a measure of misalignment of biomedical needs and resources  L Yao, Y Li, S Ghosh, JA Evans, A Rzhetsky
2015   Domain-Specific Semantic Relatedness from Wikipedia Structure: A Case Study in Biomedical Text  A Sajadi, EE Milios, V Kešelj, JCM Janssen
2015   U-Net: Convolutional Networks for Biomedical Image Segmentation  O Ronneberger, P Fischer, T Brox
2015   Comparative Study Of Machine Learning Techniques For Supervised Classification Of Biomedical Data  PD AR, SM Zdenek
2015   Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation  MF Stollenga, W Byeon, M Liwicki, J Schmidhuber
2014   Deep Belief Networks and Biomedical Text Categorisation  AJ Yepes, A MacKinlay, J Bedo, R Garnavi, Q Chen