@article{mondiale2018alliance,
  title={WHO Alliance for the Global Elimination of Trachoma by 2020: progress report on elimination of trachoma, 2017--Alliance OMS pour l’{\'e}limination mondiale du trachome d’ici 2020: Rapport de situation sur l’{\'e}limination du trachoma, 2017},
  author={mondiale de la Sant{\'e}, Organisation and World Health Organization and others},
  journal={Weekly Epidemiological Record= Relev{\'e} {\'e}pid{\'e}miologique hebdomadaire},
  volume={93},
  number={26},
  pages={371--380},
  year={2018},
  publisher={World Health Organization= Organisation mondiale de la Sant{\'e}}
}
@article{west2006association,
  title={The association between epilation and corneal opacity among eyes with trachomatous trichiasis},
  author={West, ES and Munoz, B and Imeru, A and Alemayehu, W and Melese, M and West, SK},
  journal={Br J Ophthalmol},
  volume={90},
  pages={171--174},
  year={2006}
}
@article{gower2020trachomatous,
  title={Trachomatous Scarring and Characteristics of Eyelids with Trachomatous Trichiasis},
  author={Gower, Emily W and Bayissasse, Belay and Keil, Alexander and Sisay, Alemayehu and Singer, Alison B and Merbs, Shannath L},
  journal={Investigative Ophthalmology \& Visual Science},
  volume={61},
  number={7},
  pages={5223--5223},
  year={2020},
  publisher={The Association for Research in Vision and Ophthalmology}
}
@article{habtamu2015clearing,
  title={Clearing the trichiasis backlog: experiences in Amhara, Ethiopia},
  author={Habtamu, Esmael and Burton, Matthew},
  journal={Community Eye Health},
  volume={28},
  number={90},
  pages={38},
  year={2015},
  publisher={International Centre for Eye Health}
}
@article{bowman2002longitudinal,
  title={Longitudinal study of trachomatous trichiasis in The Gambia: barriers to acceptance of surgery},
  author={Bowman, Richard JC and Faal, Hannah and Jatta, Buba and Myatt, Mark and Foster, Allen and Johnson, Gordon J and Bailey, Robin L},
  journal={Investigative ophthalmology \& visual science},
  volume={43},
  number={4},
  pages={936--940},
  year={2002},
  publisher={The Association for Research in Vision and Ophthalmology}
}
@article{bowman2002longitudinal_a,
  title={Longitudinal study of trachomatous trichiasis in the Gambia},
  author={Bowman, RJC and Faal, H and Myatt, M and Adegbola, R and Foster, A and Johnson, GJ and Bailey, RL},
  journal={British Journal of Ophthalmology},
  volume={86},
  number={3},
  pages={339--343},
  year={2002},
  publisher={BMJ Publishing Group Ltd}
}
@article{kim2019sensitivity,
  title={Sensitivity and specificity of computer vision classification of eyelid photographs for programmatic trachoma assessment},
  author={Kim, Matthew C and Okada, Kazunori and Ryner, Alexander M and Amza, Abdou and Tadesse, Zerihun and Cotter, Sun Y and Gaynor, Bruce D and Keenan, Jeremy D and Lietman, Thomas M and Porco, Travis C},
  journal={PloS one},
  volume={14},
  number={2},
  pages={e0210463},
  year={2019},
  publisher={Public Library of Science San Francisco, CA USA}
}
@inproceedings{he2016deep,
  title={Deep residual learning for image recognition},
  author={He, Kaiming and Zhang, Xiangyu and Ren, Shaoqing and Sun, Jian},
  booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
  pages={770--778},
  year={2016}
}
@InProceedings{schlegl2017unsupervised,
  author       = {Schlegl, Thomas and Seeb{\"o}ck, Philipp and Waldstein, Sebastian M and Schmidt-Erfurth, Ursula and Langs, Georg},
  title        = {Unsupervised anomaly detection with generative adversarial networks to guide marker discovery},
  booktitle    = {International Conference on Information Processing in Medical Imaging},
  year         = {2017},
  pages        = {146--157},
  organization = {Springer},
}
@inproceedings{awoyemi2017credit,
  title={Credit card fraud detection using machine learning techniques: A comparative analysis},
  author={Awoyemi, John O and Adetunmbi, Adebayo O and Oluwadare, Samuel A},
  booktitle={2017 International Conference on Computing Networking and Informatics (ICCNI)},
  pages={1--9},
  year={2017},
  organization={IEEE}
}
@article{kingma2013auto,
  title={Auto-encoding variational bayes},
  author={Kingma, Diederik P and Welling, Max},
  journal={arXiv preprint arXiv:1312.6114},
  year={2013}
}
@article{liu2012isolation,
  title={Isolation-based anomaly detection},
  author={Liu, Fei Tony and Ting, Kai Ming and Zhou, Zhi-Hua},
  journal={ACM Transactions on Knowledge Discovery from Data (TKDD)},
  volume={6},
  number={1},
  pages={1--39},
  year={2012},
  publisher={Acm New York, NY, USA}
}

@article{asiri2019deep,
  title={Deep learning based computer-aided diagnosis systems for diabetic retinopathy: A survey},
  author={Asiri, Norah and Hussain, Muhammad and Al Adel, Fadwa and Alzaidi, Nazih},
  journal={Artificial intelligence in medicine},
  volume={99},
  pages={101701},
  year={2019},
  publisher={Elsevier}
}

@article{barros2020machine,
  title={Machine learning applied to retinal image processing for glaucoma detection: review and perspective},
  author={Barros, Daniele MS and Moura, Julio CC and Freire, Cefas R and Taleb, Alexandre C and Valentim, Ricardo AM and Morais, Philippi SG},
  journal={Biomedical engineering online},
  volume={19},
  pages={1--21},
  year={2020},
  publisher={Springer}
}

@article{flueckiger2019global,
  title={The global burden of trichiasis in 2016},
  author={Flueckiger, Rebecca M and Courtright, Paul and Abdala, Mariamo and Abdou, Amza and Abdulnafea, Zaid and Al-Khatib, Tawfik K and Amer, Khaled and Amiel, Olga Nelson and Awoussi, Sossinou and Bakhtiari, Ana and others},
  journal={PLoS neglected tropical diseases},
  volume={13},
  number={11},
  pages={e0007835},
  year={2019},
  publisher={Public Library of Science San Francisco, CA USA}
}

@inproceedings{zhou2017fine,
  title={Fine-tuning convolutional neural networks for biomedical image analysis: actively and incrementally},
  author={Zhou, Zongwei and Shin, Jae and Zhang, Lei and Gurudu, Suryakanth and Gotway, Michael and Liang, Jianming},
  booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
  pages={7340--7351},
  year={2017}
}

@inproceedings{wu20153d,
  title={3d shapenets: A deep representation for volumetric shapes},
  author={Wu, Zhirong and Song, Shuran and Khosla, Aditya and Yu, Fisher and Zhang, Linguang and Tang, Xiaoou and Xiao, Jianxiong},
  booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
  pages={1912--1920},
  year={2015}
}

@inproceedings{su2015multi,
  title={Multi-view convolutional neural networks for 3d shape recognition},
  author={Su, Hang and Maji, Subhransu and Kalogerakis, Evangelos and Learned-Miller, Erik},
  booktitle={Proceedings of the IEEE international conference on computer vision},
  pages={945--953},
  year={2015}
}
@inproceedings{fu2016using,
  title={Using LSTM and GRU neural network methods for traffic flow prediction},
  author={Fu, Rui and Zhang, Zuo and Li, Li},
  booktitle={2016 31st Youth Academic Annual Conference of Chinese Association of Automation (YAC)},
  pages={324--328},
  year={2016},
  organization={IEEE}
}

@article{khandelwal2016comparing,
  title={Comparing GRU and LSTM for automatic speech recognition},
  author={Khandelwal, Shubham and Lecouteux, Benjamin and Besacier, Laurent},
  year={2016}
}
@inproceedings{bronstein2010scale,
  title={Scale-invariant heat kernel signatures for non-rigid shape recognition},
  author={Bronstein, Michael M and Kokkinos, Iasonas},
  booktitle={2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition},
  pages={1704--1711},
  year={2010},
  organization={IEEE}
}
@inproceedings{aubry2011wave,
  title={The wave kernel signature: A quantum mechanical approach to shape analysis},
  author={Aubry, Mathieu and Schlickewei, Ulrich and Cremers, Daniel},
  booktitle={2011 IEEE international conference on computer vision workshops (ICCV workshops)},
  pages={1626--1633},
  year={2011},
  organization={IEEE}
}

@inproceedings{ribera2019shape,
  title={Shape variation analyzer: a classifier for temporomandibular joint damaged by osteoarthritis},
  author={Ribera, Nina Tubau and De Dumast, Priscille and Yatabe, Marilia and Ruellas, Antonio and Ioshida, Marcos and Paniagua, Beatriz and Styner, Martin and Gon{\c{c}}alves, Jo{\~a}o Roberto and Bianchi, Jonas and Cevidanes, Lucia and others},
  booktitle={Medical Imaging 2019: Computer-Aided Diagnosis},
  volume={10950},
  pages={1095021},
  year={2019},
  organization={International Society for Optics and Photonics}
}
@article{styner2006framework,
  title={Framework for the statistical shape analysis of brain structures using SPHARM-PDM},
  author={Styner, Martin and Oguz, Ipek and Xu, Shun and Brechb{\"u}hler, Christian and Pantazis, Dimitrios and Levitt, James J and Shenton, Martha E and Gerig, Guido},
  journal={The insight journal},
  number={1071},
  pages={242},
  year={2006},
  publisher={NIH Public Access}
}
@ARTICLE{moment_invariant,
  author={ {Ming-Kuei Hu}},
  journal={IRE Transactions on Information Theory}, 
  title={Visual pattern recognition by moment invariants}, 
  year={1962},
  volume={8},
  number={2},
  pages={179-187}
}
@inproceedings{liu2018deep,
  title={Deep learning 3d shapes using alt-az anisotropic 2-sphere convolution},
  author={Liu, Min and Yao, Fupin and Choi, Chiho and Sinha, Ayan and Ramani, Karthik},
  booktitle={International Conference on Learning Representations},
  year={2018}
}
@inproceedings{kanezaki2018rotationnet,
  title={Rotationnet: Joint object categorization and pose estimation using multiviews from unsupervised viewpoints},
  author={Kanezaki, Asako and Matsushita, Yasuyuki and Nishida, Yoshifumi},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  pages={5010--5019},
  year={2018}
}
@article{wang2017cnn,
  title={O-cnn: Octree-based convolutional neural networks for 3d shape analysis},
  author={Wang, Peng-Shuai and Liu, Yang and Guo, Yu-Xiao and Sun, Chun-Yu and Tong, Xin},
  journal={ACM Transactions on Graphics (TOG)},
  volume={36},
  number={4},
  pages={1--11},
  year={2017},
  publisher={ACM New York, NY, USA}
}
@inproceedings{riegler2017octnet,
  title={Octnet: Learning deep 3d representations at high resolutions},
  author={Riegler, Gernot and Osman Ulusoy, Ali and Geiger, Andreas},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  pages={3577--3586},
  year={2017}
}
@article{ma2018learning,
  title={Learning multi-view representation with LSTM for 3-D shape recognition and retrieval},
  author={Ma, Chao and Guo, Yulan and Yang, Jungang and An, Wei},
  journal={IEEE Transactions on Multimedia},
  volume={21},
  number={5},
  pages={1169--1182},
  year={2018},
  publisher={IEEE}
}
@inproceedings{qi2017pointnet,
  title={Pointnet: Deep learning on point sets for 3d classification and segmentation},
  author={Qi, Charles R and Su, Hao and Mo, Kaichun and Guibas, Leonidas J},
  booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
  pages={652--660},
  year={2017}
}

@article{wang2019dominant,
  title={Dominant set clustering and pooling for multi-view 3d object recognition},
  author={Wang, Chu and Pelillo, Marcello and Siddiqi, Kaleem},
  journal={arXiv preprint arXiv:1906.01592},
  year={2019}
}


@article{cho2014properties,
  title={On the properties of neural machine translation: Encoder-decoder approaches},
  author={Cho, Kyunghyun and Van Merri{\"e}nboer, Bart and Bahdanau, Dzmitry and Bengio, Yoshua},
  journal={arXiv preprint arXiv:1409.1259},
  year={2014}
}
@article{bahdanau2014neural,
  title={Neural machine translation by jointly learning to align and translate},
  author={Bahdanau, Dzmitry and Cho, Kyunghyun and Bengio, Yoshua},
  journal={arXiv preprint arXiv:1409.0473},
  year={2014}
}
@inproceedings{bahdanau2016end,
  title={End-to-end attention-based large vocabulary speech recognition},
  author={Bahdanau, Dzmitry and Chorowski, Jan and Serdyuk, Dmitriy and Brakel, Philemon and Bengio, Yoshua},
  booktitle={2016 IEEE international conference on acoustics, speech and signal processing (ICASSP)},
  pages={4945--4949},
  year={2016},
  organization={IEEE}
}
@inproceedings{ronneberger2015u,
  title={U-net: Convolutional networks for biomedical image segmentation},
  author={Ronneberger, Olaf and Fischer, Philipp and Brox, Thomas},
  booktitle={International Conference on Medical image computing and computer-assisted intervention},
  pages={234--241},
  year={2015},
  organization={Springer}
}
@article{simonyan2014very,
  title={Very deep convolutional networks for large-scale image recognition},
  author={Simonyan, Karen and Zisserman, Andrew},
  journal={arXiv preprint arXiv:1409.1556},
  year={2014}
}
@inproceedings{deng2009imagenet,
  title={Imagenet: A large-scale hierarchical image database},
  author={Deng, Jia and Dong, Wei and Socher, Richard and Li, Li-Jia and Li, Kai and Fei-Fei, Li},
  booktitle={2009 IEEE conference on computer vision and pattern recognition},
  pages={248--255},
  year={2009},
  organization={Ieee}
} 
@article{hochreiter1997long,
  title={Long short-term memory},
  author={Hochreiter, Sepp and Schmidhuber, J{\"u}rgen},
  journal={Neural computation},
  volume={9},
  number={8},
  pages={1735--1780},
  year={1997},
  publisher={MIT Press}
}

@article{greene2015assessment,
title={Assessment of a Novel Approach to Identify Trichiasis Cases Using Community Treatment Assistants in Tanzania},
author={Greene, GS and West, SK and Mkocha, H and Munoz, B and  Merbs, SL},
journal={PLoS Neglected Tropical Diseases},
year={2015},
volume={9},
number={12}
}

@article{bayissasse2020maximizing,
author={Bayissasse, B and Sullivan, KM and Merbs, SL and Munoz, B and Keil, A and Sisay, A and Singer, A and Gower, EW},
title = {Maximising trichiasis surgery success (MTSS) trial: rationale and design of a randomised controlled trial to improve trachomatous trichiasis surgical outcomes},
journal={BMJ Open},
year= {2020},
volume={18},
number={3}
}

@Inbook{Kikinis2014,
author="Kikinis, Ron
and Pieper, Steve D.
and Vosburgh, Kirby G.",
editor="Jolesz, Ferenc A.",
title="3D Slicer: A Platform for Subject-Specific Image Analysis, Visualization, and Clinical Support",
bookTitle="Intraoperative Imaging and Image-Guided Therapy",
year="2014",
publisher="Springer New York",
pages="277--289",
}

@inproceedings{rot2018deep,
author = {Rot, Peter and Emeršič, Žiga and Štruc, Vitomir and Peer, Peter},
year = {2018},
month = {07},
pages = {1-8},
title = {Deep Multi-class Eye Segmentation for Ocular Biometrics},
doi = {10.1109/IWOBI.2018.8464133}
}

@article{bingnan2019shape,
  author    = {Bingnan Luo and
               Jie Shen and
               Shiyang Cheng and
               Yujiang Wang and
               Maja Pantic},
  title     = {Shape Constrained Network for Eye Segmentation in the Wild},
  journal   = {CoRR},
  volume    = {abs/1910.05283},
  year      = {2019}
}
@article{sandler2018,
  author    = {Mark Sandler and
               Andrew G. Howard and
               Menglong Zhu and
               Andrey Zhmoginov and
               Liang{-}Chieh Chen},
  title     = {Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification,
               Detection and Segmentation},
  journal   = {CoRR},
  volume    = {abs/1801.04381},
  year      = {2018},
  url       = {http://arxiv.org/abs/1801.04381},
  archivePrefix = {arXiv},
  eprint    = {1801.04381},
  timestamp = {Tue, 12 Jan 2021 15:30:06 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1801-04381.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@article{resnikoff2002global,
author={Resnikoff, S. and Pascolini, D. and Etya'ale, D. and Kocur, I. and Pararajasegaram, R. and Pokharel, G. P. and Mariotti, S. P.},
year = {2004},
title = {Global data on visual impairment in the year 2002},
journal={Bulletin of the World Health Organization},
volume = {82},
number = {11},
pages = {844--851}
}

@article{west2013close, 
title={A close look at trachoma control and the challenges that district programs pose}, 
author={West, Sheila}, 
journal={Clinical Investigation}, 
volume={3}, 
number={12}, 
pages={1101--1103}, 
year={2013}, 
publisher={Future Science} }

@article{thylefors1987simple,
  title={A simple system for the assessment of trachoma and its complications},
  author={Thylefors, B and Dawson, Chandler R and Jones, Barrie R and West, Sheila K and Taylor, Hugh R},
  journal={Bulletin of the World Health Organization},
  volume={65},
  number={4},
  pages={477},
  year={1987},
  publisher={World Health Organization}
}

@inproceedings{sandler2018mobilenetv2,
  title={Mobilenetv2: Inverted residuals and linear bottlenecks},
  author={Sandler, Mark and Howard, Andrew and Zhu, Menglong and Zhmoginov, Andrey and Chen, Liang-Chieh},
  booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
  pages={4510--4520},
  year={2018}
}
@article{zhang2018road,
  title={Road extraction by deep residual u-net},
  author={Zhang, Zhengxin and Liu, Qingjie and Wang, Yunhong},
  journal={IEEE Geoscience and Remote Sensing Letters},
  volume={15},
  number={5},
  pages={749--753},
  year={2018},
  publisher={IEEE}
}