Deep metric learning for otitis media classification
暂无分享,去创建一个
Rasmus R. Paulsen | James Michael Harte | Søren Laugesen | Josefine Vilsbøll Sundgaard | Anders Nymark Christensen | Peter Bray | Yosuke Kamide | Chiemi Tanaka | R. Paulsen | A. Christensen | S. Laugesen | Chiemi Tanaka | Y. Kamide | J. Harte | P. Bray
[1] J. Kittler,et al. Comparative study of Hough Transform methods for circle finding , 1990, Image Vis. Comput..
[2] Yann LeCun,et al. Dimensionality Reduction by Learning an Invariant Mapping , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[3] M. Pichichero,et al. Assessing diagnostic accuracy and tympanocentesis skills in the management of otitis media. , 2001, Archives of pediatrics & adolescent medicine.
[4] Yann LeCun,et al. Learning a similarity metric discriminatively, with application to face verification , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[5] O. Hjalmarson,et al. Adherence to treatment guidelines for acute otitis media in children. The necessity of an effective strategy of guideline implementation. , 2014, International journal of pediatric otorhinolaryngology.
[6] Jelena Kovacevic,et al. Automated Diagnosis of Otitis Media: Vocabulary and Grammar , 2013, Int. J. Biomed. Imaging.
[7] I. Williamson,et al. Otitis media with effusion in children: current management , 2012 .
[8] H. Bauchner,et al. Pediatricians' Attitudes, Beliefs, and Practices Regarding Clinical Practice Guidelines: A National Survey , 2000, Pediatrics.
[9] Sergey Ioffe,et al. Rethinking the Inception Architecture for Computer Vision , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[10] Constantin Vertan,et al. Automatic pediatric otitis detection by classification of global image features , 2011, 2011 E-Health and Bioengineering Conference (EHB).
[11] Kihyuk Sohn,et al. Improved Deep Metric Learning with Multi-class N-pair Loss Objective , 2016, NIPS.
[12] Maria Francisca Colella-Santos,et al. Wideband Tympanometry Wideband Tympanometry , 2017 .
[13] Bram van Ginneken,et al. A survey on deep learning in medical image analysis , 2017, Medical Image Anal..
[14] Josef Kittler,et al. A Comparative Study of Hough Transform Methods for Circle Finding , 1989, Alvey Vision Conference.
[15] E. Çiftçi,et al. Evaluation of clinical approaches and physician adherence to guidelines for otitis media with effusion. , 2018, International journal of pediatric otorhinolaryngology.
[16] Hermanus Carel Myburgh,et al. Towards low cost automated smartphone- and cloud-based otitis media diagnosis , 2018, Biomed. Signal Process. Control..
[17] J. Lous,et al. Criteria, performance and diagnostic problems in diagnosing acute otitis media. , 1999, Family practice.
[18] Kilian Q. Weinberger,et al. Distance Metric Learning for Large Margin Nearest Neighbor Classification , 2005, NIPS.
[19] James Philbin,et al. FaceNet: A unified embedding for face recognition and clustering , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[20] Metin Nafi Gürcan,et al. Detection of eardrum abnormalities using ensemble deep learning approaches , 2018, Medical Imaging.
[21] Geoffrey E. Hinton,et al. Visualizing Data using t-SNE , 2008 .
[22] Federico Marchetti,et al. Burden of Disease Caused by Otitis Media: Systematic Review and Global Estimates , 2012, PloS one.
[23] Edward Y. Chang,et al. Transfer representation learning for medical image analysis , 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
[24] Zhifeng Liu,et al. Fine-Grained Classification of Endoscopic Tympanic Membrane Images , 2019, 2019 IEEE International Conference on Image Processing (ICIP).
[25] M. Pichichero. Acute otitis media: part II. Treatment in an era of increasing antibiotic resistance. , 2000, American family physician.
[26] M. Lo,et al. Development of an Automatic Diagnostic Algorithm for Pediatric Otitis Media. , 2018, Otology & neurotology : official publication of the American Otological Society, American Neurotology Society [and] European Academy of Otology and Neurotology.
[27] Chongwon Pae,et al. Automated diagnosis of ear disease using ensemble deep learning with a big otoendoscopy image database , 2019, EBioMedicine.
[28] Anne Pitkäranta,et al. Is it possible to diagnose acute otitis media accurately in primary health care? , 2003, Family practice.
[29] Jay Shah,et al. Decision fusion on image analysis and tympanometry to detect eardrum abnormalities , 2020, Medical Imaging.
[30] Hermanus C. Myburgh,et al. Otitis Media Diagnosis for Developing Countries Using Tympanic Membrane Image-Analysis , 2016, EBioMedicine.
[31] Yi Yang,et al. Random Erasing Data Augmentation , 2017, AAAI.
[32] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[33] Hasan Şakir Bilge,et al. Deep Metric Learning: A Survey , 2019, Symmetry.
[34] Pa-Chun Wang,et al. A hybrid feature-based segmentation and classification system for the computer aided self-diagnosis of otitis media , 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.