Restricted Boltzmann Machines for Fundus Image Reconstruction and
Classification of Hypertension Retinopathy
By Bambang Krismono Triwijoyo
WORD COUNT 6379 TIME SUBMITTED 09-AUG-2022 01:00PM
PAPER ID 89358962
21
31
31 69
1
1
22
22
41
50
59
66
6
28 55 51
42
63 67
54
78
17
19 19
32
39
44
26
7 17
18 18
20
30
49
64
36 56
79
2
2
3
4 5
8 9
10
11
12
13
15
16
23
24 37
46 47 48
52
58
62
14
20 27
34 34
53
61 65
68 74
75
76
20 %
SIMILARITY INDEX
1 2 3
4 5
6
Restricted Boltzmann Machines for Fundus Image Reconstruction and Classification of Hypertension Retinopathy
ORIGINALITY REPORT
PRIMARY SOURCES
www.diva-portal.org
Internet
jist.ir
Internet
Shahzad Akbar, Syed Ale Hassan, Ayesha Shoukat, Jaber Alyami, Saeed Ali Bahaj. "Detection of
microscopic glaucoma through fundus images using deep transfer learning approach", Microscopy Research and Technique, 2022
Crossref
mdpi-res.com
Internet
Alice Krestanova, Jan Kubicek, Marek Penhaker.
"Recent Techniques and Trends for Retinal Blood
Vessel Extraction and Tortuosity Evaluation: A Comprehensive Review", IEEE Access, 2020
Crossref
Enrique V. Carrera, Andres Gonzalez, Ricardo Carrera. "Automated detection of diabetic
retinopathy using SVM", 2017 IEEE XXIV International
64 words — 1%
45 words — 1%
42 words — 1%
41 words — 1%
40 words — 1%
36 words — 1%
8 9 10
11 12
13
maintenance framework for degradation prediction in semiconductor manufacturing industries", Computers &
Industrial Engineering, 2015
Crossref
sciencepubco.com
Internet
research-portal.uea.ac.uk
Internet
P. Hosanna Princye, M. Lavanya, S. Sivasubramanian, M.K. Archana. "Blood Vessel Segmentation on
Retinal Fundus Image- A Review", 2020 Sixth International Conference on Bio Signals, Images, and Instrumentation (ICBSII), 2020
Crossref
tel.archives-ouvertes.fr
Internet
Taimur Hassan, M. Usman Akram, M. Furqan Masood, Ubaidullah Yasin. "Chapter 79 BIOMISA
Retinal Image Database for Macular and Ocular Syndromes", Springer Science and Business Media LLC, 2018
Crossref
Adnan Haider, Muhammad Arsalan, Min Beom
36 words — 1%
34 words — 1%
33 words — 1%
30 words — < 1%
29 words — < 1%
28 words — < 1%
14
15 16
17 18
19 20
21
computer-aided diagnosis of glaucoma using retinal fundus images", Expert Systems with Applications, 2022
Crossref
M F Syahputra, M Rahmah, I Jaya, U Andayani, D Abdullah, S Sriadhi, E Y Lalusu, M Tongko, B D
Cahya, N Fardian. "Diabetic Retinopathy Identification using Deep Believe Network", Journal of Physics: Conference Series, 2019Crossref
koreascience.or.kr
Internet
Jyotismita Chaki. "Pattern analysis based acoustic signal processing: a survey of the state-of-art", International Journal of Speech Technology, 2020
Crossref
dmame.rabek.org
Internet
Renjie Hu, Edward Ratner, David Stewart, Kaj- Mikael Björk, Amaury Lendasse. "A modified
Lanczos Algorithm for fast regularization of extreme learning machines", Neurocomputing, 2020
Crossref
journal.universitasbumigora.ac.id
Internet
Aurélien Decelle, Cyril Furtlehner. "Restricted Boltzmann machine: Recent advances and mean- field theory*", Chinese Physics B, 2021
Crossref
scholar.google.co.id
Internet
28 words — < 1%
28 words — < 1%
26 words — < 1%
26 words — < 1%
24 words — < 1%
24 words — < 1%
23 words — < 1%
23 words — < 1%
23
24 25
26
27 28 29
Crossref
Fatih Aydın. "A class-driven approach to
dimension embedding", Expert Systems with Applications, 2022
Crossref
academic.oup.com
Internet
Nadeem Salamat, Malik M. Saad Missen, Aqsa Rashid. "Diabetic retinopathy techniques in
retinal images: A review", Artificial Intelligence in Medicine, 2019Crossref
Yixuan Tan, Yuan Zhang, Xiuyuan Cheng, Xiao- Hua Zhou. "Statistical Inference Using GLEaM
Model with Spatial Heterogeneity and Correlation between Regions", Cold Spring Harbor Laboratory, 2022
Crossref Posted Content
onlinelibrary.wiley.com
Internet
hal-mines-paristech.archives-ouvertes.fr
Internet
repository.futminna.edu.ng:8080
Internet
21 words — < 1%
21 words — < 1%
20 words — < 1%
18 words — < 1%
18 words — < 1%
17 words — < 1%
17 words — < 1%
30 31
32 33 34
35
36 37
Internet
Bin-Sen Peng, Hong Xia, Yong-Kuo Liu, Bo Yang, Dan Guo, Shao-Min Zhu. "Research on intelligent
fault diagnosis method for nuclear power plant based on correlation analysis and deep belief network", Progress in Nuclear Energy, 2018
Crossref
Lecture Notes in Computer Science, 2008.
Crossref
www.medicmind.tech
Internet
Yunfeng Hou, Chaoli Wang, Yunfeng Ji. "The
Research of Event Detection and Characterization
Technology of Ticket Gate in the Urban Rapid Rail Transit", Journal of Software Engineering and Applications, 2015
Crossref
Gerald Liew. "Retinal Microvascular Abnormalities and Age-Related Hearing Loss: The Blue
Mountains Hearing Study", Ear and Hearing, 06/2007
Crossref
Lecture Notes in Computer Science, 2013.
Crossref
Oleksandr Kovalyk, Juan Morales-Sánchez, Rafael Verdú-Monedero, Inmaculada Sellés-Navarro et
al. "PAPILA: Dataset with fundus images and clinical data of both eyes of the same patient for glaucoma assessment", Scientific Data, 2022
Crossref
17 words — < 1%
16 words — < 1%
15 words — < 1%
15 words — < 1%
14 words — < 1%
13 words — < 1%
13 words — < 1%
13 words — < 1%
40 41 42
43
44
45 46
radars.ie.ac.cn
Internet
www.biorxiv.org
Internet
Deepak Sreedharan, M. S. Subodh Raj, Sudhish N.
George, S. Ashok. "A Novel Cough Detection
Algorithm for COVID-19 Surveillance at Public Places", 2021 8th International Conference on Smart Computing and
Communications (ICSCC), 2021
Crossref
Rahmat Arasy, Basari. "Detection of hypertensive retinopathy using principal component analysis
(PCA) and backpropagation neural network methods", AIP Publishing, 2019
Crossref
Review of Accounting and Finance, Volume 6, Issue 2 (2007-07-22)
Publications
china.iopscience.iop.org
Internet
figshare.com
Internet
11 words — < 1%
11 words — < 1%
10 words — < 1%
10 words — < 1%
10 words — < 1%
10 words — < 1%
10 words — < 1%
48
49
50
51 52 53 54
55
Aquino, Arturo. "Establishing the macular grading grid by means of fovea centre detection using
anatomical-based and visual-based features", Computers in Biology and Medicine, 2014.
Crossref
Hoffmann, F., Hüllermeier, E. and [Hrsg.].
"Proceedings. 21. Workshop Computational
Intelligence, Dortmund, 1. - 2. Dezember 2011", KIT Scientific Publishing, Karlsruhe, 2011.
Publications
Uzma Gulzar Abbasi, M Usman Akram.
"Classification of blood vessels as arteries and
veins for diagnosis of hypertensive retinopathy", 2014 10th
International Computer Engineering Conference (ICENCO), 2014
Crossref
eprints.soton.ac.uk
Internet
oa.upm.es
Internet
www.science.gov
Internet
"Smart Trends in Information Technology and
Computer Communications", Springer Science and Business Media LLC, 2016
Crossref
Clara I. Sánchez, Meindert Niemeijer, Alina V.
Dumitrescu, Maria S. A. Suttorp-Schulten et al.
"Evaluation of a Computer-Aided Diagnosis System for Diabetic Retinopathy Screening on Public Data", Investigative
Opthalmology & Visual Science, 2011
9 words — < 1%
9 words — < 1%
9 words — < 1%
9 words — < 1%
9 words — < 1%
9 words — < 1%
8 words — < 1%
8 words — < 1%
57
58 59
60
61 62
Romi Fadillah Rahmat, Muhammad Dian Syahputra, Ulfi Andayani, Tifani Zata Lini.
"Probabilistic neural network and invariant moments for men face shape classification", IOP Conference Series: Materials Science and Engineering, 2018
Crossref
WWW.mdpi.com
Internet
Yogesh Kumar, Apeksha Koul, Ruchi Singla, Muhammad Fazal Ijaz. "Artificial intelligence in
disease diagnosis: a systematic literature review, synthesizing framework and future research agenda", Journal of Ambient Intelligence and Humanized Computing, 2022
Crossref
Youngsu Yu, Daemok Ha, Koeun Lee, Jiwon Choi, Bonsang Koo. "ArchShapesNet: a novel dataset for benchmarking architectural BIM element classification
algorithms", Journal of Computational Design and Engineering, 2022Crossref
aaltodoc2.org.aalto.fi
Internet
dblp.uni-trier.de
Internet
8 words — < 1%
8 words — < 1%
8 words — < 1%
8 words — < 1%
8 words — < 1%
8 words — < 1%
63 64 65 66 67 68 69 70
71
72
Internet
eprints.kingston.ac.uk
Internet
slideheaven.com
Internet
ueaeprints.uea.ac.uk
Internet
www.astesj.com
Internet
www.crossref.org
Internet
www.scilit.net
Internet
Giancardo, L.. "Exudate-based diabetic macular edema detection in fundus images using publicly available datasets", Medical Image Analysis, 201201
Crossref
Haibo Wang, Xiaojun Bi. "Contractive Slab and Spike Convolutional Deep Belief Network", Neural Processing Letters, 2018
Crossref
Martin Längkvist, Lars Karlsson, Amy Loutfi. "Sleep Stage Classification Using Unsupervised Feature
Learning", Advances in Artificial Neural Systems, 2012
Crossref
8 words — < 1%
8 words — < 1%
8 words — < 1%
8 words — < 1%
8 words — < 1%
8 words — < 1%
8 words — < 1%
7 words — < 1%
7 words — < 1%
7 words — < 1%
74
75
76
77
78 79
Ruslan Salakhutdinov, Geoffrey Hinton. "An
Efficient Learning Procedure for Deep Boltzmann Machines", Neural Computation, 2012
Crossref
Thi Thuy Duong Vu, Jaehee Jung. "Protein function prediction with gene ontology: from traditional to deep learning models", PeerJ, 2021
Crossref
Yong Ding. "Visual Quality Assessment for Natural and Medical Image", Springer Science and
Business Media LLC, 2018
Crossref
Deka, Dharitri, Jyoti Prakash Medhi, and S. R.
Nirmala. "Detection of macula and fovea for
disease analysis in color fundus images", 2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS), 2015.
Crossref
Lecture Notes in Computer Science, 2010.
Crossref
Mingzhe Liu, Ruili Wang, Jiansheng Wu, Ray Kemp.
"Chapter 152 A Genetic-Algorithm-Based Neural
Network Approach for Short-Term Traffic Flow Forecasting",
7 words — < 1%
7 words — < 1%
7 words — < 1%
6 words — < 1%
6 words — < 1%
6 words — < 1%
EXCLUDE QUOTES OFF EXCLUDE BIBLIOGRAPHY OFF
EXCLUDE SOURCES OFF EXCLUDE MATCHES OFF
