Combining Deep Learning With Optical Coherence Tomography Imaging to Determine Scalp Hair and Follicle Counts
暂无分享,去创建一个
Gregor Urban | Pierre Baldi | Nate Feil | Ella Csuka | Kiana Hashemi | Chloe Ekelem | Franchesca Choi | Natasha A Mesinkovska | P. Baldi | G. Urban | N. Mesinkovska | C. Ekelem | Kiana Hashemi | Ella A Csuka | Franchesca Choi | Nate Feil
[1] Pierre Baldi,et al. Neural Networks for Fingerprint Recognition , 1993, Neural Computation.
[2] Pierre Baldi,et al. Deep Learning in Biomedical Data Science , 2018, Annual Review of Biomedical Data Science.
[3] Xiaohui Xie,et al. DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification , 2018, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV).
[4] H. Miot,et al. Female Pattern Hair Loss: a clinical and pathophysiological review , 2015, Anais brasileiros de dermatologia.
[5] R. Hoffmann. TrichoScan: combining epiluminescence microscopy with digital image analysis for the measurement of hair growth in vivo. , 2001, European journal of dermatology : EJD.
[6] Kaiming He,et al. Mask R-CNN , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).
[7] Thilo Gambichler,et al. Applications of optical coherence tomography in dermatology. , 2005, Journal of dermatological science.
[8] Sebastian Thrun,et al. Dermatologist-level classification of skin cancer with deep neural networks , 2017, Nature.
[9] Faraz Oloumi,et al. Deep learning in ophthalmology: a review. , 2018, Canadian journal of ophthalmology. Journal canadien d'ophtalmologie.
[10] Johannes Gassmueller,et al. Validation of TrichoScan technology as a fully-automated tool for evaluation of hair growth parameters. , 2009, European journal of dermatology : EJD.
[11] J. Waldstreicher,et al. Measuring reversal of hair miniaturization in androgenetic alopecia by follicular counts in horizontal sections of serial scalp biopsies: results of finasteride 1 mg treatment of men and postmenopausal women. , 1999, The journal of investigative dermatology. Symposium proceedings.
[12] J. Welzel. Optical coherence tomography in dermatology: a review , 2001, Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging.
[13] M. P. Birch,et al. Hair density, hair diameter and the prevalence of female pattern hair loss , 2001, The British journal of dermatology.
[14] A. Nardi. Psychological impact of alopecia , 2005, BMJ : British Medical Journal.
[15] R. Dhurat,et al. Hair Evaluation Methods: Merits and Demerits , 2009, International journal of trichology.
[16] Min-Ying Su,et al. A multi-resolution approach for spinal metastasis detection using deep Siamese neural networks , 2017, Comput. Biol. Medicine.
[17] Mohammadreza Nasiriavanaki,et al. Optical Coherence Tomography Technology and Quality Improvement Methods for Optical Coherence Tomography Images of Skin: A Short Review , 2017, Biomedical engineering and computational biology.
[18] Sabee Molloi,et al. Detecting Cardiovascular Disease from Mammograms With Deep Learning , 2017, IEEE Transactions on Medical Imaging.
[19] P. Gentile,et al. The Effect of Platelet‐Rich Plasma in Hair Regrowth: A Randomized Placebo‐Controlled Trial , 2015, Stem cells translational medicine.
[20] P. Baldi,et al. Deep Learning Localizes and Identifies Polyps in Real Time With 96% Accuracy in Screening Colonoscopy. , 2018, Gastroenterology.
[21] Pierre Baldi,et al. Deep Learning for Drug Discovery and Cancer Research: Automated Analysis of Vascularization Images , 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.
[22] V. Price,et al. How to diagnose hair loss. , 2013, Dermatologic clinics.
[23] T. Gambichler,et al. Optical coherence tomography in dermatology: technical and clinical aspects , 2011, Archives of Dermatological Research.
[24] Wei Liu,et al. SSD: Single Shot MultiBox Detector , 2015, ECCV.
[25] D A Whiting,et al. Diagnostic and predictive value of horizontal sections of scalp biopsy specimens in male pattern androgenetic alopecia. , 1993, Journal of the American Academy of Dermatology.
[26] C. Grana,et al. Dynamic Optical Coherence Tomography in Dermatology , 2016, Dermatology.