A distance-based loss for smooth and continuous skin layer segmentation in optoacoustic images
暂无分享,去创建一个
Vasilis Ntziachristos | Bjoern H Menze | Giles Tetteh | Suprosanna Shit | Bjoern Menze | Hailong He | Amirhossein Bayat | Ivan Ezhov | Florian Kofler | Johannes C. Paetzold | Stefan Gerl | V. Ntziachristos | B. Menze | Hailong He | F. Kofler | I. Ezhov | G. Tetteh | S. Gerl | Suprosanna Shit | Amirhossein Bayat | Giles Tetteh | J. Paetzold | H. He | Hailong He
[1] H. Kittler,et al. Diagnostic accuracy of dermoscopy. , 2002, The Lancet. Oncology.
[2] Xiaodong Wu,et al. Optimal Surface Segmentation in Volumetric Images-A Graph-Theoretic Approach , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[3] A. Ormerod,et al. Systematic review of dermoscopy and digital dermoscopy/ artificial intelligence for the diagnosis of melanoma , 2009, The British journal of dermatology.
[4] V. Ntziachristos,et al. Molecular imaging by means of multispectral optoacoustic tomography (MSOT). , 2010, Chemical reviews.
[5] M. Arif Gok,et al. Determination of Surface Qualities on Inclined Surface Machining with Acoustic Sound Pressure , 2012 .
[6] Gábor Székely,et al. Tissue metabolism driven arterial tree generation , 2012, Medical Image Anal..
[7] B. Cyganek. Tensor Methods in Computer Vision , 2013 .
[8] Vasilis Ntziachristos,et al. Broadband mesoscopic optoacoustic tomography reveals skin layers. , 2014, Optics letters.
[9] Thomas Brox,et al. U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.
[10] Gábor Székely,et al. Joint 3-D vessel segmentation and centerline extraction using oblique Hough forests with steerable filters , 2015, Medical Image Anal..
[11] Vasilis Ntziachristos,et al. Pushing the Optical Imaging Limits of Cancer with Multi-Frequency-Band Raster-Scan Optoacoustic Mesoscopy (RSOM) , 2015, Neoplasia.
[12] Costantino Grana,et al. Skin Surface Reconstruction and 3D Vessels Segmentation in Speckle Variance Optical Coherence Tomography , 2016, VISIGRAPP.
[13] Wojciech M. Kwiatek,et al. Effect of Magnetite Composite on the Amount of Double Strand Breaks Induced with X-Rays , 2016 .
[14] Ghassan Hamarneh,et al. Topology Aware Fully Convolutional Networks for Histology Gland Segmentation , 2016, MICCAI.
[15] Hariharan Ravishankar,et al. Learning and Incorporating Shape Models for Semantic Segmentation , 2017, MICCAI.
[16] Subhransu Maji,et al. 3D Shape Segmentation with Projective Convolutional Networks , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[17] S. M. Masudur Rahman Al-Arif,et al. Shape-Aware Deep Convolutional Neural Network for Vertebrae Segmentation , 2017, MSKI@MICCAI.
[18] V. Ntziachristos,et al. Precision assessment of label-free psoriasis biomarkers with ultra-broadband optoacoustic mesoscopy , 2017, Nature Biomedical Engineering.
[19] Qi Wu,et al. Skin Lesion Classification in Dermoscopy Images Using Synergic Deep Learning , 2018, MICCAI.
[20] Jin U. Kang,et al. Towards a Fast and Safe LED-Based Photoacoustic Imaging Using Deep Convolutional Neural Network , 2018, MICCAI.
[21] Jun Cheng,et al. Three-dimensional graph-based skin layer segmentation in optical coherence tomography images for roughness estimation. , 2018, Biomedical optics express.
[22] John Willian Branch,et al. Automatic skin lesion segmentation on dermoscopic images by the means of superpixel merging , 2018, MICCAI.
[23] Vasilis Ntziachristos,et al. Optoacoustic mesoscopy for biomedicine , 2019, Nature Biomedical Engineering.
[24] Bjoern H Menze,et al. Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation , 2019, MLMI@MICCAI.
[25] Dimitris Samaras,et al. Topology-Preserving Deep Image Segmentation , 2019, NeurIPS.
[26] Vasilis Ntziachristos,et al. Fully Automated Identification of Skin Morphology in Raster-Scan Optoacoustic Mesoscopy using Artificial Intelligence. , 2019, Medical physics.
[27] Bjoern H. Menze,et al. Transfer learning from synthetic data reduces need for labels to segment brain vasculature and neural pathways in 3D , 2019 .
[28] Bjoern H. Menze,et al. DeepVesselNet: Vessel Segmentation, Centerline Prediction, and Bifurcation Detection in 3-D Angiographic Volumes , 2018, Frontiers in Neuroscience.
[29] Bjoern H Menze,et al. Machine learning analysis of whole mouse brain vasculature , 2020, Nature Methods.
[30] clDice - a Topology-Preserving Loss Function for Tubular Structure Segmentation , 2020, ArXiv.
[31] Nassir Navab,et al. Skin Surface Detection in 3D Optoacoustic Mesoscopy Based on Dynamic Programming , 2020, IEEE Transactions on Medical Imaging.