Deep Learning Publication Navigator - subtopic: tumor


Year TitleAuthor
2017   A deep learning based approach for classification of CerbB2 tumor cells in breast cancer  GA Tataroğlu, A Genç, KA Kabakçı, A Çapar
2017   Brain Tumor Segmentation Using Deep Learning Technique  OM Singh
2017   A deep learning model integrating FCNNs and CRFs for brain tumor segmentation  X Zhao, Y Wu, G Song, Z Li, Y Zhang, Y Fan
2017   Partial Labeled Gastric Tumor Segmentation via patch-based Reiterative Learning  Y Nan, G Coppola, Q Liang, K Zou, W Sun, D Zhang 
2017   Efficient symmetry-driven fully convolutional network for multimodal brain tumor segmentation  H Shen, J Zhang, W Zheng 
2017   Deep Learning for Tumor Classification in Imaging Mass Spectrometry  J Behrmann, C Etmann, T Boskamp, R Casadonte
2017   Esophagus Tumor Segmentation Using Fully Convolutional Neural Network and Graph Cut  Z Hao, J Liu, J Liu
2017   Boundary-Aware Fully Convolutional Network for Brain Tumor Segmentation  H Shen, R Wang, J Zhang, SJ McKenna
2017   Conditional Adversarial Network for Semantic Segmentation of Brain Tumor  M Rezaei, K Harmuth, W Gierke, T Kellermeier
2017   Layerwise feature selection in Stacked Sparse Auto-Encoder for tumor type prediction  V Singh, N Baranwal, RK Sevakula, NK Verma, Y Cui
2017   Personalized Pancreatic Tumor Growth Prediction via Group Learning  L Zhang, L Lu, RM Summers, E Kebebew, J Yao
2017   On hierarchical brain tumor segmentation in MRI using fully convolutional neural networks: A preliminary study  S Pereira, A Oliveira, V Alves, CA Silva
2017   Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks  PF Christ, F Ettlinger, F Grün, MEA Elshaera, J Lipkova
2017   Respiratory Prediction and Image Quality Improvement of 4D Cone Beam CT and MRI for Lung Tumor Treatments  S Park
2017   Brain Tumor Segmentation Using Deep Belief Networks and Pathological Knowledge  T Zhan, Y Chen, X Hong, Z Lu, Y Chen
2017   Analysis of spatial heterogeneity in normal epithelium and preneoplastic alterations in mouse prostate tumor models  M Valkonen, P Ruusuvuori, K Kartasalo, M Nykter
2017   An Automatic Computerized Method for Segmentation Labels of Various Glioma Sub-regions on Supporting Brain Tumor Detection in Radiologic Imaging  P Guo 
2017   Fully Convolutional Network with Hypercolumn Features for Brain Tumor Segmentation  M Islam, H Ren 
2017   Detection of Liver Tumor Candidates from CT Images Using Deep Convolutional Neural Networks  Y Todoroki, XH Han, Y Iwamoto, L Lin, H Hu, YW Chen
2017   Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent  A Cruz
2017   A Multiscale Patch Based Convolutional Network for Brain Tumor Segmentation  J Stawiaski 
2017   Brain Tumor Automatic Segmentation Using Fully Convolutional Networks  S Cui, L Mao, S Xiong
2017   Deep Learning for Brain Tumor Segmentation  MM Lopez
2017   Histopathological Diagnosis for Viable and Non-viable Tumor Prediction for Osteosarcoma Using Convolutional Neural Network  R Mishra, O Daescu, P Leavey, D Rakheja, A Sengupta
2017   Predicting DNA accessibility in the pan-cancer tumor genome using RNA-Seq, WGS, and deep learning  K Wnuk, J Sudol, S Rabizadeh, P Soon
2017   Outcome prediction in colorectal cancer using digitized tumor samples and machine learning  D Bychkov, R Turkki, C Haglund, N Linder, J Lundin
2017   Breast Tumor Detection in Ultrasound Images Using Deep Learning  Z Cao, L Duan, G Yang, T Yue, Q Chen, H Fu, Y Xu
2016   Review of MRI-based Brain Tumor Image Segmentation Using Deep Learning Methods  A Işın, C Direkoğlu, M Şah
2016   A Region Based Convolutional Network for Tumor Detection and Classification in Breast Mammography  S Hasoul, R Ben
2016   Use of convolutional neural network as the first step of fully automated tumor detection on 11C-methionine brain PET  K Hirata, W Takeuchi, S Yamaguchi, H Kobayashi
2016   Convolutional neural network can help differentiate FDG PET images of brain tumor between glioblastoma and primary central nervous system lymphoma  K Hirata, W Takeuchi, S Yamaguchi, H Kobayashi
2016   Computer-Aided Colorectal Tumor Classification in NBI Endoscopy Using CNN Features  T Tamaki, S Sonoyama, T Hirakawa, B Raytchev
2016   Deep Learning for Brain Tumor Classification  JS Paul
2016   Brain tumor classification of microscopy images using deep residual learning  Y Ishikawa, K Washiya, K Aoki, H Nagahashi
2016   Multi-scale CNNs for Brain Tumor Segmentation and Diagnosis  L Zhao, K Jia, C Beijing
2016   Breast Tumor Classification Using a New OWA Operator  EA Mohammed, CT Naugler, BH Far
2016   New State-of-the-Art and Cutting-Edge Advances in Brain Tumor Imaging  RR Colen
2016   Deep Learning Assessment of Tumor Proliferation in Breast Cancer Histological Images  M Shah, C Rubadue, D Suster, D Wang
2016   Exploring deep features from brain tumor magnetic resonance images via transfer learning  R Liu, LO Hall, DB Goldgof, M Zhou, RA Gatenby
2016   Stacked Deep Polynomial Network Based Representation Learning for Tumor Classification with Small Ultrasound Image Dataset  J Shi, S Zhou, X Liu, Q Zhang, M Lu, T Wang
2016   3D Deep Learning for Multi-modal Imaging-Guided Survival Time Prediction of Brain Tumor Patients  D Nie, H Zhang, E Adeli, L Liu, D Shen
2016   Digital mammographic tumor classification using transfer learning from deep convolutional neural networks  BQ Huynh, H Li, ML Giger
2015   Tumor Classification by Deep Polynomial Network and Multiple Kernel Learning on Small Ultrasound Image Dataset  X Liu, J Shi, Q Zhang
2015   Brain Tumor Segmentation with Deep Neural Networks  M Havaei, A Davy, D Warde
2015   An Ensemble of 2D Convolutional Neural Networks for Tumor Segmentation  M Lyksborg, O Puonti, M Agn, R Larsen
2015   A method for medulloblastoma tumor differentiation based on convolutional neural networks and transfer learning  A Cruz
2015   Automatic Segmentation of Liver Tumor in CT Images with Deep Convolutional Neural Networks  W Li, F Jia, Q Hu
2015   A comparative study of two prediction models for brain tumor progression  D Zhou, L Tran, J Wang, J Li
2014   Nuclei/Cell Detection in Microscopic Skeletal Muscle Fiber Images and Histopathological Brain Tumor Images Using Sparse Optimizations  H Su
2014   Random feature subspace ensemble based Extreme Learning Machine for liver tumor detection and segmentation  W Huang, Y Yang, Z Lin, GB Huang, J Zhou, Y Duan