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Google Keyword Rankings for : computerized cataract detection and classification

1 Computerized cataract detection and classification - PubMed
https://pubmed.ncbi.nlm.nih.gov/2387163/
The system was found to be very sensitive (98%) in detecting the presence of cataracts and specific (100%) in identifying normal, i.e. cataract negative ...
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2 Computerized cataract detection and classification
https://www.tandfonline.com/doi/pdf/10.3109/02713689008999591
Computerized cataract detection and classification* ... Scheimpflug data to objectively detect and classify cataracts using an automated computerized ...
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3 (PDF) Computerized cataract detection and classification
https://www.researchgate.net/publication/232080155_Computerized_cataract_detection_and_classification
The system was found to be very sensitive (98%) in detecting the presence of cataracts and specific (100%) in identifying normal, i.e. cataract ...
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4 Computerized cataract detection and classification. - Wikidata
https://www.wikidata.org/wiki/Q42072051
Investigations on rat eyes with diabetic cataract and naphthalene cataract by Zeiss-Scheimpflug measuring system SLC. 1 reference.
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5 Cataract Classification - Biomedical Imaging Group - EPFL
http://bigwww.epfl.ch/publications/edwards9001.html
Computerized Cataract Detection and Classification ... the presence of cataracts and specific (100%) in identifying normal, i.e., cataract negative lenses.
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6 ACCV: automatic classification algorithm of cataract video ...
https://biomedical-engineering-online.biomedcentral.com/articles/10.1186/s12938-021-00906-3
The linear discriminant analysis (LDA) is trained to detect cataracts by using the enhanced texture features of the extracted cataract images ...
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7 Machine Learning for Cataract Classification/Grading on ...
https://link.springer.com/article/10.1007/s11633-022-1329-0
Over the years, researchers have achieved significant progress in developing state-of-the-art machine learning techniques for automatic cataract ...
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8 Deep Learning-Based Cataract Detection and Grading from ...
https://www.sciencedirect.com/science/article/pii/S2666914522000367
Decision-making for cataract surgery is a major challenge for clinicians. Cataract classification systems have been developed to assess the extent of cataracts, ...
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9 Automatic cataract detection and grading using Deep ...
https://ieeexplore.ieee.org/document/8000068
Automatic cataract detection and grading using Deep Convolutional Neural Network ; Date Added to IEEE Xplore: 03 August 2017 ; ISBN Information: Electronic ISBN: ...
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10 Artificial Intelligence Model for Antiinterference Cataract ...
https://www.frontiersin.org/articles/10.3389/fcell.2022.906042/full
Several studies have been reported using an AI model based on fundus images for cataract diagnosis. In the fundus images taken from subjects ...
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11 Artificial Intelligence for Cataract Detection and Management
https://journals.lww.com/apjoo/fulltext/2020/04000/artificial_intelligence_for_cataract_detection_and.6.aspx
The ground truth was determined by experienced ophthalmologists, and was defined based on classification of the “visibility” of fundus images to indicate four ...
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12 Machine Learning for Cataract Classification/Grading ... - arXiv
https://arxiv.org/pdf/2012.04830
In clinical cataract diagnosis, Ultrasound image is a commonly- used ophthalmic image modality to evaluate the hardness of cataract lens ...
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13 Automatic Cataract Detection Using Haar Cascade Classifier
https://www.semanticscholar.org/paper/Automatic-Cataract-Detection-Using-Haar-Cascade-Kaur-Sinha/af25248d09ce6df400d1ab70e34ac22c3bc68464
Classification is carried out for two classes i.e. non-cataract and cataract. Grading part consists of three classes i.e. mild, moderate and severe cataract ...
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14 The Use of Convolutional Neural Networks and Digital ... - MDPI
https://www.mdpi.com/2079-9292/11/6/887/htm
Cataract is one of the major causes of blindness in the world. Its early detection and treatment could greatly reduce the risk of deterioration and ...
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15 A Novel Eye Cataract Diagnosis and Classification Using ...
https://iopscience.iop.org/article/10.1088/1742-6596/1937/1/012053/pdf
Sun, “Deep residual learning for image recognition”, 2017 IEEE 2nd. Information Technology, Networking, Electronic and Automation Control ...
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16 CATARACT DISEASE DETECTION AND CLASSIFICATION ...
https://www.irjet.net/archives/V9/i1/IRJET-V9I1226.pdf
modalities specifically for automated cataract detection is ... diagnosis and grading of cataracts automatically. ... Computerized Medical Imaging and.
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17 Classification of Cataract Disease with a DenseNet201 Based ...
https://dergipark.org.tr/en/pub/jist/issue/72255/1098718
Detection of cataracts at an early stage prevents the disease from progressing and causing serious costs such as blindness. At this point, it is a tiring and ...
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18 cataract classification using deep learning approach
http://www.ijcea.com/wp-content/uploads/2021/05/16-D-S-bhavani.pdf
automated system for cataract detection and grading based on retinal images. ... The softmax of each vector x is computed as exp(x) / tf.reduce_sum(exp(x)).
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19 Automated Cataract Grading using Smartphone Images
https://uwspace.uwaterloo.ca/bitstream/handle/10012/16788/Nasir%20zonouzi_Mona.pdf?sequence=3&isAllowed=y
Various cataract detection and classification systems have been designed and imple- mented by many researchers in the field. Neural network classifiers were ...
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20 Automated Cataract Diagnosis
https://www.ijsr.net/archive/v11i5/SR22515223235.pdf
prevent cataract surgery in the initial stage of it. There are various Automatic Cataract detection and classification methods available.
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21 An Automatic System for Classification of Nuclear Sclerosis ...
https://pages.cs.wisc.edu/~shaohua/research/cataract/NuclearSclerosis_files/NuclearSclerosis-MICCAI03.pdf
systems using an integer scale include the Lens Opacities Classification System ... There have been some attempts towards computerized cataract detection ...
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22 Recent Approaches for Automatic Cataract Detection Analysis ...
https://www.jncet.org/Manuscripts/Volume-7/Issue-10/Vol-7-issue-10-M-07.pdf
The algorithm can be enhanced to detect some other eye diseases. The work is carried mainly for automatic cataract retinal image classification through IT ...
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23 Detection of Cataract Through Feature Extraction by the Novel ...
https://assets.researchsquare.com/files/rs-383419/v1_covered.pdf?c=1631861685
In addition, efficient classification is performed through the proposed novel Kernel Based Convolutional Neural Networks. This introduced method ...
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24 MTCD: Cataract detection via near infrared eye images.
http://iab-rubric.org/images/pdf/papers/2022_MTCD.pdf
network classification networks for cataract detection using NIR images as input. ... The final loss function is computed as.
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25 Effectiveness of Machine Learning Classifiers for Cataract ...
https://ir.lib.uwo.ca/cgi/viewcontent.cgi?article=11403&context=etd
Ran J, Niu K, He Z, Zhang H, Song H. Cataract detection and grading based on combination of deep convolutional neural network and random ...
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26 A VidEo-Based Intelligent Recognition and Decision System ...
https://www.hindawi.com/journals/cmmm/2015/202934/
Summarily, VEBIRD uses image processing, object tracking, and pattern recognition technologies to detect the eye (eye detection), track the emulsification probe ...
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27 Assessment of Automated Identification of Phases in Videos of ...
https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2729808
Technologies that segment, classify, and analyze readily available microscopic videos of cataract operations can enable data-driven, objective, ...
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28 automatic-cataract-detection-of-optical-image-using-histogram ...
https://www.ijert.org/research/automatic-cataract-detection-of-optical-image-using-histogram-of-gradient-IJERTV7IS060175.pdf
1 Electronic Communication Engineering, Saveetha School of Engineering, ... automatic cataract detection based on the classification of retinal.
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29 Detection and Classification of the Nuclear Cataract with ...
https://inaoe.repositorioinstitucional.mx/jspui/bitstream/1009/1997/1/Hans-Israel-Tesis.pdf
electronic copies of this thesis document in whole or ... A The Oxford Clinical Cataract Classification and Grading System. (OCCCGS).
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30 Ophthalmic femtosecond laser - Product Classification - FDA
https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpcd/classification.cfm?id=4585
Viewing, imaging, measurement, and analysis of ocular structures. Diagnostic device to aid in the detection and management of various ocular diseases. Physical ...
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31 Automated, computerized, feature-based phenotype analysis ...
https://homes.cs.washington.edu/~shapiro/yuen.pdf
Some of these studies were automated for cataract classification ... Computerized cataract detection and classification. Current Eye. Research 9, 517e524.
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32 piygot5/Cataract-Detection-and-Classification - GitHub
https://github.com/piygot5/Cataract-Detection-and-Classification
Our system works on the detection of cataracts and type of classification on the basis of severity namely; mild, normal, and severe, in an attempt to reduce ...
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33 Cataract Detection and Classification Systems Using ... - Scribd
https://www.scribd.com/document/466926714/Morales-Lopez2020-Article-CataractDetectionAndClassifica
H. Morales‑Lopez et al. ... process. The grade of nuclear cataract in a slit-lamp image comparable to the wavelet transform based method. ... Cataract from 1000 ...
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34 A 3D CNN-based Multi-task Learning for Cataract screening ...
https://dl.acm.org/doi/abs/10.1145/3484377.3484378
References · Gao, X., S. · Fan, S., An automatic system for classification of nuclear sclerosis from slit-lamp photographs. · Li, H., , A computer- ...
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35 Patrícia Nobre Silva - Estudo Geral
https://estudogeral.sib.uc.pt/bitstream/10316/87983/1/Thesis_PatriciaSilva.pdf
This work presents two approaches to detect eye cataracts, ... Machine, Decision Tree and Bagged Trees) that classify each image into one of two.
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36 Automatic Cataract Grading with Visual-semantic Interpretability
https://www.computer.org/csdl/video-library/video/1xvX7l4nc2I
› csdl › video-library › video
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37 Diagnosis of Cataract using a Robust Algorithm for ...
https://www.ijeat.org/wp-content/uploads/papers/v9i4/C6432029320.pdf
automatically detect cataract from colored images of adult human ... Computerized cataract detection and classification (Paul A.Edwards,.
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38 Study of nuclear cataract progression using the National Eye ...
https://europepmc.org/article/med/7626567
Computerised densitometry using the NEI Scheimpflug cataract imaging system was performed. Clinical grading of the lenses was also done using the Lens ...
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39 Development of System to Detect & Grade the Cataract Based ...
http://www.ijareeie.com/upload/2018/november/18_7_DEVELOPMENT_N.pdf
To detect cataract Image acquisition, pre-processing, segmentation, extraction, classification and grading these are the main steps.For cataract detection ...
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40 Automatic cataract detection and classification systems: A survey
https://tsvjor.vidyaacademy.ac.in/files/Volume3-2014-15-Papers/TSVJoR-Volume-03-2014-15-03-Niya-C-P.pdf
All the cataract detection and classification systems have 3 basic steps: ... anterior cortex, nucleus, and posterior cortex), computed for ...
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41 Different Techniques for Cataract Detection - Academia.edu
https://www.academia.edu/33585612/Different_Techniques_for_Cataract_Detection
The proposed model is designed to use neural network models to classify a healthy eye and an eye with cataract. With the help of the Convolutional neural ...
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42 Cataract Eye Prediction using Machine Learning
https://www.ijcaonline.org/archives/volume176/number35/bhat-2020-ijca-920441.pdf
challenge is to detect cataract using the normal lens images at ... Input for Cataract classification is a dataset of eye images of.
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43 Survey Analysis of Automatic Detection and Grading of ...
https://www.springerprofessional.de/en/survey-analysis-of-automatic-detection-and-grading-of-cataract-u/16262990
Early and accurate diagnosis of cataract helps prevent vision loss. To alleviate the burden of ophthalmologist, many researchers working in the field of ...
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44 Computerized Corneal Topography - Aetna
https://www.aetna.com/cpb/medical/data/100_199/0130.html
This test is used for the detection of subtle corneal surface irregularities and astigmatism as an alternative to manual keratometry. The American Academy of ...
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45 Classification of Cataract Disease with a ... - ACARINDEX
https://www.acarindex.com/igdir-universitesi-fen-bilimleri-enstitusu-dergisi/classification-of-cataract-disease-with-a-densenet201-based-deep-learning-model-861599
Detection of cataracts at an early stage prevents the disease from progressing and causing serious costs such as blindness. At this point, it is a tiring and ...
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46 MTCD: Cataract Detection via Near Infrared Eye Images
https://research.iitj.ac.in/pdf/postprint-mtcd-cataract-detection-via-near-infrared-eye-images
However, such NIR images have not been explored for cataract detection. We present deep learning-based eye segmentation and multitask network classification ...
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47 A Video-based intelligent recognition and decision system for ...
https://go.gale.com/ps/i.do?id=GALE%7CA455185704&sid=googleScholar&v=2.1&it=r&linkaccess=abs&issn=1748670X&p=HRCA&sw=w
For experiments with cataract grading, the identification/classification accuracy is our target. Similarly, 2000 video frames are randomly selected at proper ...
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48 Computerized Corneal Analysis Systems | OphthalmologyWeb
https://www.ophthalmologyweb.com/Specialty/Cataract/Refractive/5599-Computerized-Corneal-Analysis-Systems/Compare/?compare=16292434,48980,48978,9372375,48910&catid=5599
Zernike Analysis · Topographic Keratoconus screening for keratoconus detection and classification · Contact Lens Fitting with simulated fluorescein image · Oximap ...
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49 Cataract Surgery: Risks, Recovery, Costs
https://www.aao.org/eye-health/diseases/what-is-cataract-surgery
During cataract surgery, your cloudy natural lens is removed and replaced with a clear artificial lens. That lens is called an intraocular lens (IOL).
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50 Remote Automated Cataract Detection System ... - Ijirset.com
http://www.ijirset.com/upload/2016/june/152_Remote.pdf
SVM algorithm provides better results than MDA algorithm used for classification. KEYWORDS: Cataract, fundus images, image processing, classification, retina, ...
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51 EP2288286A1 - An automatic opacity detection system for cortical ...
https://patents.google.com/patent/EP2288286A1/un
"Computerized cataract detection and classification", CURRENT EYE RESEARCH, vol. 9, no. 6, 1 January 1990 (1990-01-01) , pages 517-524, XP002673590, *.
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52 Universal artificial intelligence platform for collaborative ...
https://bjo.bmj.com/content/103/11/1553
The datasets were labelled using a three-step strategy: (1) capture mode recognition; (2) cataract diagnosis as a normal lens, cataract or a postoperative eye ...
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53 Retinal Image Enhancement And Eye Disease Identification
https://papers.ssrn.com/sol3/Delivery.cfm/SSRN_ID3471855_code3562725.pdf?abstractid=3445915
Electronic copy available at: http://ssrn.com/link/ICSEE-2019.html ... detection of eye diseases such as diabetic retinopathy, cataract.
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54 Classification of Cataract Disease with a ... - TRDizin
https://search.trdizin.gov.tr/yayin/detay/1123020/classification-of-cataract-disease-with-a-densenet201-based-deep-learning-model
Detection of cataracts at an early stage prevents the disease from progressing and causing serious costs such as blindness. At this point, it is ...
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55 Detection of Cataract in Optical Image using Histogram of ...
https://acadpubl.eu/hub/2018-119-18/2/115.pdf
automatic detection of cataract is proposed in this work ... classification of retinal image. ... computed for each pixel according to the image.
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56 Automatic Eye Cataract Detection Algorithm Using MATLAB
https://www.pantechsolutions.net/automatic-eye-cataract-detection-algorithm-using-matlab
An algorithm is proposed for cataract screening based on texture features: uniformity, intensity and standard deviation. These features are first computed and ...
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57 Artificial Intelligence Model for Antiinterference Cataract ...
https://research.monash.edu/files/410824008/403285751_oa.pdf
artificial intelligence (AI) to cataract detection based on fundus images ... several studies improved the cataract classification into four.
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58 Current Eye Research | Scholars Portal Journals
https://journals.scholarsportal.info/browse/02713683/v09i0006
1990, Volume9Issue(6) · Stimulation of corneal endothelial wound healing in cats by mesodermal growth factor · Computerized cataract detection and classification.
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59 Localization and diagnosis framework for pediatric cataracts ...
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0168606
In clinical classification, the slit-lamp image of which the cataract region is more than half of the pupil is defined as extensive, otherwise ...
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60 Survey Analysis of Automatic Detection and Grading of ... - OUCI
https://ouci.dntb.gov.ua/en/works/42ZZ3DB4/
Guo, L., Yang, J. J., Peng, L., Li, J., & Liang, Q. (2015). A computer-aided health-care system for cataract classification and grading based on fundus image ...
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61 Senile Cataract (Age-Related Cataract) - Medscape Reference
https://emedicine.medscape.com/article/1210914-overview
Diagnosis · Hypermature cataract: This is a dense white opacity that obscures the red reflex and contains milky fluid within the capsule, a ...
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62 Artificial intelligence applications and cataract management
https://www.surveyophthalmol.com/article/S0039-6257(21)00187-9/pdf
clear cataract classification system based on slit lamp pho- tographs.17 The project included approximately 1000 images. After the detection ...
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63 44 Machine Vision Based Identification of Eye Cataract Stages ...
http://www.lifesciencesite.com/lsj/lsj170820/07_36698lsj170820_44_50.pdf
conventional methods for eye cataract detection have ... based cataract classification and grading calculated by.
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64 Computers aid cataract detection - A*STAR Research
https://research.a-star.edu.sg/articles/highlights/computers-aid-cataract-detection/
The system, known as automated grading of nuclear cataract (AGNC), has several unique features. First, the AGNC system automatically recognizes ...
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65 Computerized Corneal Topography - Aetna Better Health
https://www.aetnabetterhealth.com/pennsylvania/assets/pdf/pharmacy/pharmacy-bulletins/0130%20Computerized%20Corneal%20Topography%20Medical%20Clinical%20Policy%20Bulletins.pdf
Computerized Corneal Topography - Medical Clinical Policy Bulletins | Aetna ... and “Diagnosis and classification of Sjogren's syndrome” (Baer, 2018) do.
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66 Importance of multi-modal approaches to effectively identify ...
https://academic.oup.com/jamia/article/19/2/225/726296
Cataract, electronic health record, intelligent character recognition, ... to increase the detection of subjects with cataract subtypes and optimize the ...
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67 An automatic opacity detection system for cortical cataract ...
https://www.google.mk/patents/CN102202557A?cl=en
Based on the cortex muddiness that detects in step 20, in step 30, present embodiment is carried out automatic classification according to Wisconsin (Wisconsin) ...
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68 Data Driven Approach for Eye Disease Classification with ...
https://www.preprints.org/manuscript/201905.0300/v1/download
School of Computer Science and Electronic Engineering, University of Essex, UK; ... used for cataract diagnosis in patients without surgery.
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69 A Comprehensive Survey on Image Modality Based ...
https://astesj.com/v05/i02/p93/
Though surveys on clinical DED detection techniques are available, this is the first attempt in literature to log down all computerized DED detection techniques ...
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70 Applications of Artificial Intelligence to Electronic Health ...
https://tvst.arvojournals.org/article.aspx?articleid=2762343
Likewise in ophthalmology, machine learning classifiers with EHR data have been used to predict risks of cataract surgery complications, improve diagnosis of ...
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71 Journal of Nuclear Medicine and Radiation Sciences | Journal ...
https://www.sciencerepository.org/journal-of-nuclear-medicine-and-radiation-sciences-eic
... for Automatic Cataract Detection, Classification and Hardness Estimation ... Clinical Optometry, Pediatric Optometry, Refractive and Cataract Surgery.
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72 Automatic Cataract Classification on Retinal Image using ...
https://vixra.org/pdf/1910.0445v1.pdf
Abstract—Some retinal diseases can lead to vision loss and blindness. Early diagnosis can help patients get preventive care.
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73 Banterra Bank: Banking & Lending Focused On You
https://www.banterra.bank/
... Sweep Accounts · Electronic Services · Fraud Detection & Positive Pay ... such as Degrading Eyesight, Tunnel Vision, Cataract, Glaucoma, and others.
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74 Framework Developed for Quantitative Classification of ...
https://www.reviewofoptometry.com/news/article/framework-developed-for-quantitative-classification-of-cataract-severity
Deep learning models were trained to detect and quantify nuclear cataract (NS; scale 0.9-7.1) from 45° slit lamp photographs and cortical (CLO; ...
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75 Pca calculator - tischtennis-tvigstadt.de
https://tischtennis-tvigstadt.de/pca-calculator.html
From the detection of outliers to predictive modeling, ... The covariance matrix must be computed to show how different the features from the dataset are.
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76 AI Visual Inspection For Defect Detection in Manufacturing
https://mobidev.biz/blog/ai-visual-inspection-deep-learning-computer-vision-defect-detection
This helps to classify future pieces of information. With visual inspection technology, integration of deep learning algorithms allows ...
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77 Cataract Detection in Retinal Fundus Image Using Gray Level ...
https://www.atlantis-press.com/article/125966502.pdf
There are three main stages in this research, namely preprocessing, feature extraction, and classification. Preprocessing perform by converting the image to ...
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78 Cataract Detection and Classification Systems Using Computational ...
https://ur.booksc.eu/book/82365023/922849
Cataract Detection and Classification Systems Using Computational Intelligence: A Survey | Morales-Lopez, Hans; Cruz-Vega, Israel; Rangel-Magdaleno, ...
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79 Image Modeling of the Human Eye - Page 112 - Google Books Result
https://books.google.com/books?id=ECXvpoWDotMC&pg=PA112&lpg=PA112&dq=computerized+cataract+detection+and+classification&source=bl&ots=_lRCJnMZcw&sig=ACfU3U0Kb1qd8jTRMDvSI26OT2xX3LcdoQ&hl=en&sa=X&ved=2ahUKEwjc9-O3vcz7AhVEIX0KHQ3iB1YQ6AF6BQiiAhAD
The classification results can be improved by extracting the proper features ... et al., “Computerized Cataract Detection and Classification,” Current Eye ...
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80 Annual Report - Page 34 - Google Books Result
https://books.google.com/books?id=0Mjb415m5eUC&pg=RA1-PA34&lpg=RA1-PA34&dq=computerized+cataract+detection+and+classification&source=bl&ots=8du-Ja1_xX&sig=ACfU3U1JT4L24GZ1HrEI_DlGNMURBmClIw&hl=en&sa=X&ved=2ahUKEwjc9-O3vcz7AhVEIX0KHQ3iB1YQ6AF6BQijAhAD
... age - related cataracts for which Dr. M. Cristina Leske is Principal Investigator . ... Kashima K : Computerized cataract detection and classification .
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81 Scientific Directory and Annual Bibliography
https://books.google.com/books?id=wvhpdmggr2cC&pg=PA102&lpg=PA102&dq=computerized+cataract+detection+and+classification&source=bl&ots=5-axGQbYxw&sig=ACfU3U37WrWNZld3B37qnibgOBcMuuJfUQ&hl=en&sa=X&ved=2ahUKEwjc9-O3vcz7AhVEIX0KHQ3iB1YQ6AF6BQikAhAD
... the size of posterior subcapsular cataracts from retroillumination photographs . ... Kashima K. Computerized cataract detection and classification .
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82 Cumulated Index Medicus - Page 7196 - Google Books Result
https://books.google.com/books?id=UrvHm91FutEC&pg=PA7196&lpg=PA7196&dq=computerized+cataract+detection+and+classification&source=bl&ots=7ei17CCvRv&sig=ACfU3U15enlphiK2osq8eGadX7LCTjtXjQ&hl=en&sa=X&ved=2ahUKEwjc9-O3vcz7AhVEIX0KHQ3iB1YQ6AF6BQilAhAD
Magn Reson Med 1990 Pulmonary nodules : computer - aided detection in ... vein using physiologic Computerized cataract detection and classification .
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83 cataract dataset - Kaggle
https://www.kaggle.com/datasets/jr2ngb/cataractdataset
Cataract and normal eye image dataset for cataract detection. Content. What's inside is more than just rows and columns. Make it easy for others to get started ...
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