Deep Learning Publication Navigator - subtopic: tissue


Year TitleAuthor
2017   Deep Learning Features for Lung Adenocarcinoma Classification with Tissue Pathology Images  J He, L Shang, H Ji, XL Zhang 
2017   Symtosis: A Liver Ultrasound Tissue Characterization and Risk Stratification in Optimized Deep Learning Paradigm  M Biswas, V Kuppili, DR Edla, HS Suri, L Saba 
2017   Hierarchical Multimodal Fusion of Deep-Learned Lesion and Tissue Integrity Features in Brain MRIs for Distinguishing Neuromyelitis Optica from Multiple Sclerosis  Y Yoo, LYW Tang, SH Kim, HJ Kim, LE Lee, DKB Li
2017   Deep learning for tumour classification in homogeneous breast tissue in medical microwave imaging  B Gerazov, RC Conceicao
2017   A Deep Learning Approach to Estimate Chemically-Treated Collagenous Tissue Nonlinear Anisotropic Stress-Strain Responses from Microscopy Images  L Liang, M Liu, W Sun
2017   Intravoxel Incoherent Motion: Model-Free Determination of Tissue Type in Abdominal Organs Using Machine Learning.  A Ciritsis, C Rossi, MC Wurnig, VP Van, A Boss
2017   Discriminating Solitary Cysts from Soft Tissue Lesions in Mammography using a Pretrained Deep Convolutional Neural Network  T Kooi, B van Ginneken, N Karssemeijer, A den Heeten
2017   Using Deep Learning to Segment Breast and Fibroglanduar Tissue in MRI Volumes  MU Dalmş, G Litjens, K Holland, A Setio, R Mann
2017   The importance of stain normalization in colorectal tissue classification with convolutional networks  F Ciompi, O Geessink, BE Bejnordi, GS de Souza
2017   Deep learning of joint myelin and T1w MRI features in normal-appearing brain tissue to distinguish between multiple sclerosis patients and healthy controls  Y Yoo, LYW Tang, T Brosch, DKB Li, S Kolind 
2017   Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning  M Aubreville, C Knipfer, N Oetter, C Jaremenko
2017   Deep Learning Tissue Segmentation in Cardiac Histopathology Images  JJ Nirschl, A Janowczyk, EG Peyster, R Frank 
2017   A deep convolutional neural network for brain tissue segmentation in Neonatal MRI  K Murphy, GB Boylan, AF Smeaton, K McGuinness
2017   Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations  S Azizi, S Bayat, P Yan, A Tahmasebi, G Nir, JT Kwak
2017   Machine learning for tissue classification in laryngeal endoscopic videos  ML SAVAZZI, M GUARNASCHELLI
2016   In-depth tissue profiling using multiplexed immunohistochemical consecutive staining on single slide  R Remark, T Merghoub, N Grabe, G Litjens, D Damotte
2016   Segmentation of joint and musculoskeletal tissue in the study of arthritis  V Pedoia, S Majumdar, TM Link
2016   Deep learning of tissue fate features in acute ischemic stroke  N Stier, N Vincent, D Liebeskind, F Scalzo
2016   Detection of soft tissue densities from digital breast tomosynthesis: comparison of conventional and deep learning approaches  SV Fotin, Y Yin, H Haldankar, JW Hoffmeister
2016   Deep learning for tissue microarray image-based outcome prediction in patients with colorectal cancer  D Bychkov, R Turkki, C Haglund, N Linder, J Lundin
2016   End-to-end learning of brain tissue segmentation from imperfect labeling  A Fedorov, J Johnson, E Damaraju, A Ozerin
2016   Scalable algorithms for semi-automatic segmentation of electron microscopy images of the brain tissue  A Zlateski
2016   A Deep Learning Approach for Semantic Segmentation in Histology Tissue Images  J Wang, JD MacKenzie, R Ramachandran, DZ Chen
2016   Abstract WP41: Predicting Acute Ischemic Stroke Tissue Fate Using Deep Learning on Source Perfusion MRI  KC Ho, S El
2016   Automatic Brain Tissue Segmentation in MR Images Using Random Forests and Conditional Random Fields  S Pereira, A Pinto, J Oliveira, AM Mendrik, JH Correia
2016   Semi-Supervised Feature Transformation for Tissue Image Classification  K Watanabe, T Kobayashi, T Wada