Multi-class multi-label ophthalmological disease detection using transfer learning based convolutional neural network (English)
- New search for: Gour, Neha
- New search for: Khanna, Pritee
- New search for: Gour, Neha
- New search for: Khanna, Pritee
In:
Biomedical Signal Processing and Control
;
66
;
2020
-
ISSN:
- Article (Journal) / Electronic Resource
-
Title:Multi-class multi-label ophthalmological disease detection using transfer learning based convolutional neural network
-
Contributors:Gour, Neha ( author ) / Khanna, Pritee ( author )
-
Published in:
-
Publisher:
- New search for: Elsevier Ltd
-
Publication date:2020-11-04
-
ISSN:
-
DOI:
-
Type of media:Article (Journal)
-
Type of material:Electronic Resource
-
Language:English
-
Keywords:
-
Source:
Table of contents – Volume 66
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
-
Characterization of heart rate variability signal for distinction of meditative and pre-meditative statesDeka, Dipen / Deka, Bhabesh et al. | 2021
-
Online Arabic and French handwriting of Parkinson’s disease: The impact of segmentation techniques on the classification resultsAmmour, Alae / Aouraghe, Ibtissame / Khaissidi, Ghizlane / Mrabti, Mostafa / Aboulem, Ghita / Belahsen, Faouzi et al. | 2021
-
Dual-modal and multi-scale deep neural networks for sleep staging using EEG and ECG signalsZhao, Ranqi / Xia, Yi / Wang, Qiuyang et al. | 2021
-
Arteriovenous shunt stenosis assessment based on empirical mode decomposition and 1D-convolutional neural network: Clinical trial stageLin, Chia-Hung / Wu, Jian-Xing / Kan, Chung-Dann / Chen, Pi-Yun / Chen, Wei-Ling et al. | 2021
-
A fast and yet efficient YOLOv3 for blood cell detectionShakarami, Ashkan / Menhaj, Mohammad Bagher / Mahdavi-Hormat, Ali / Tarrah, Hadis et al. | 2021
-
Pseudo-colored rate map representation for speech emotion recognitionOZER, Ilyas et al. | 2021
-
Subspace-based feature extraction on multi-physiological measurements of automobile drivers for distress recognitionIsikli Esener, Idil et al. | 2021
-
ECG PQRST complex detector and heart rate variability analysis using temporal characteristics of fiducial pointsBae, Tae Wuk / Kwon, Kee Koo et al. | 2020
-
Resource-frugal classification and analysis of pathology slides using image entropyFrank, Steven J. et al. | 2020
-
DepHNN: A novel hybrid neural network for electroencephalogram (EEG)-based screening of depressionSharma, Geetanjali / Parashar, Abhishek / Joshi, Amit M. et al. | 2020
-
Deep feature extraction method based on ensemble of convolutional auto encoders: Application to Alzheimer’s disease diagnosisHedayati, Rohollah / Khedmati, Mohammad / Taghipour-Gorjikolaie, Mehran et al. | 2020
-
Automatic sleeping time estimation and mild traumatic brain injury (mTBI) detection using actigraphy dataYin, Jiawei / Julius, A. Agung / Wen, John T. / Hanifin, John P. / Warfield, Benjamin / Brainard, George C. et al. | 2021
-
Machine-learning-based classification of the histological subtype of non-small-cell lung cancer using MRI texture analysisBębas, Ewelina / Borowska, Marta / Derlatka, Marcin / Oczeretko, Edward / Hładuński, Marcin / Szumowski, Piotr / Mojsak, Małgorzata et al. | 2021
-
A non-contact camera-based method for respiratory rhythm extractionMateu-Mateus, M. / Guede-Fernández, F. / Rodriguez-Ibáñez, N. / García-González, M.A. / Ramos-Castro, J. / Fernández-Chimeno, M. et al. | 2021
-
Atrial fibrillation detection with and without atrial activity analysis using lead-I mobile ECG technologyTuboly, Gergely / Kozmann, György / Kiss, Orsolya / Merkely, Béla et al. | 2021
-
Improved online event detection and differentiation by a simple gradient-based nonlinear transformation: Implications for the biomedical signal and image analysisSokolova, Anastasia / Uljanitski, Yuri / Kayumov, Airat R. / Bogachev, Mikhail I et al. | 2021
-
Editorial for the VSI: Control of prosthesesZhou, Yongjin / Lin, Chuang / Sheng, Xinjun et al. | 2021
-
A MATLAB application for automated H-Reflex measurements and analysesMoukarzel, George / Lemay, Michel A. / Spence, Andrew J. et al. | 2021
-
Prediction of cardiovascular diseases by integrating multi-modal features with machine learning methodsLi, Pengpai / Hu, Yongmei / Liu, Zhi-Ping et al. | 2021
-
On the design of automatic voice condition analysis systems. Part III: review of acoustic modelling strategiesGómez-García, J.A. / Moro-Velázquez, L. / Arias-Londoño, J.D. / Godino-Llorente, J.I. et al. | 2020
-
Weighted Schatten p-norm minimization for impulse noise removal with TV regularization and its application to medical imagesWang, Li / Xiao, Di / Hou, Wen S. / Wu, Xiao Y. / Chen, Lin et al. | 2020
-
Utilization of fixed-time integral super twisting sliding mode controller for suppression of epileptic activity via stimulus current with DBS methodRezvani-Ardakani, Samira / Mohammad-Ali-Nezhad, Sajad / Ghasemi, Reza et al. | 2020
-
Multisensory biofeedback: Promoting the recessive somatosensory control in operatic singing pedagogyAngelakis, E. / Andreopoulou, A. / Georgaki, A. et al. | 2020
-
A novel computer aided diagnostic system for quantification of metabolites in brain cancerSanaullah / Javid, Muhammad Arshad / Buzdar, Saeed Ahmad et al. | 2020
-
Neural network-based physiological organ motion prediction and robot impedance control for teleoperated beating-heart surgeryCheng, Lingbo / Tavakoli, Mahdi et al. | 2021
-
Construction of compressive measurement matrix based on sinusoidal function called Sinusoidal Sensing Matrix (SSM)Tawfic, Israa Shaker et al. | 2021
-
Hardware-in-the-loop control of glucose in diabetic patients based on nonlinear time-varying blood glucose modelRahmanian, Farnoosh / Dehghani, Maryam / Karimaghaee, Paknoosh / Mohammadi, Mohsen / Abolpour, Roozbeh et al. | 2021
-
Scattering convolutional network based predictive model for cognitive activity of brain using empirical wavelet decompositionB., Lakshmi Priya / S., Jayalakshmy / Pragatheeswaran, Jayanthi K. / D., Saraswathi / N., Poonguzhali et al. | 2021
-
Multi-class multi-label ophthalmological disease detection using transfer learning based convolutional neural networkGour, Neha / Khanna, Pritee et al. | 2020
-
A dataset and a methodology for intraoperative computer-aided diagnosis of a metastatic colon cancer in a liverSitnik, Dario / Aralica, Gorana / Hadžija, Mirko / Hadžija, Marijana Popović / Pačić, Arijana / Periša, Marija Milković / Manojlović, Luka / Krstanac, Karolina / Plavetić, Andrija / Kopriva, Ivica et al. | 2020
-
Buzzer versus water resistance phonation used in voice therapy. Results obtained with physical modelingLaukkanen, Anne-Maria / Horáček, Jaromír / Radolf, Vojtěch et al. | 2021
-
Retinal image registration using log-polar transform and robust description of bifurcation pointsPhD Saha, Sajib / Rahaman, G.M. Atiqur / Islam, Tazul / Akter, Masuma / Frost, Shaun / Kanagasingam, Yogesan et al. | 2021
-
Audio texture and age-wise analysis of disordered speech in children having specific language impairmentSharma, Garima / Zhang, Xiao-Ping / Umapathy, Karthikeyan / Krishnan, Sridhar et al. | 2021
-
Optimized adaptive neuro fuzzy inference system (OANFIS) based EEG signal analysis for seizure recognition on FPGAB. Indira, Priyadarshini / D. Krishna, Reddy et al. | 2021
-
Coronavirus (COVID-19) detection from chest radiology images using convolutional neural networksGilanie, Ghulam / Bajwa, Usama Ijaz / Waraich, Mustansar Mahmood / Asghar, Mutyyba / Kousar, Rehana / Kashif, Adnan / Aslam, Rabab Shereen / Qasim, Muhammad Mohsin / Rafique, Hamza et al. | 2021
-
Multiscale hybrid algorithm for pre-processing of ultrasound imagesIlesanmi, Ademola E. / Idowu, Oluwagbenga P. / Chaumrattanakul, Utairat / Makhanov, Stanislav S. et al. | 2020
-
Salient detection network for lung nodule detection in 3D Thoracic MRI ImagesZhang, Linlin / Li, Yanfeng / Wu, Wen / Chen, Houjin / Peng, Yahui et al. | 2020
-
Human knee abnormality detection from imbalanced sEMG dataVijayvargiya, Ankit / Prakash, Chandra / Kumar, Rajesh / Bansal, Sanjeev / R.S. Tavares, João Manuel et al. | 2020
-
Experimental modelling and human data of glottal area declination rate for vowel and semi-occluded vocal tract phonationHoráček, Jaromír / Radolf, Vojtěch / Bula, Vítězslav / Laukkanen, Anne-Maria et al. | 2021
-
Complex-Pan-Tompkins-Wavelets: Cross-channel ECG beat detection and delineationThurner, Thomas / Hintermueller, Christoph / Blessberger, Hermann / Steinwender, Clemens et al. | 2021
-
Iterative envelope mean fractal dimension filter for the separation of crackles from normal breath soundsPal, Ravi / Barney, Anna et al. | 2021
-
A review on cephalometric landmark detection techniquesJuneja, Mamta / Garg, Poojita / Kaur, Ravinder / Manocha, Palak / Prateek / Batra, Shivam / Singh, Pradeep / Singh, Shaswat / Jindal, Prashant et al. | 2021
-
A multiscale residual pyramid attention network for medical image fusionFu, Jun / Li, Weisheng / Du, Jiao / Huang, Yuping et al. | 2021
-
Automatic lumen border detection in IVUS images using dictionary learning and kernel sparse representationTong, Jijun / Li, Kai / Lin, Wenting / Shudong, Xia / Anwar, Ali / Jiang, Lurong et al. | 2021
-
Exploration of face-perceptual ability by EEG induced deep learning algorithmGhosh, Lidia / Dewan, Dipayan / Chowdhury, Abir / Konar, Amit et al. | 2020
-
Automatic detection of non-apneic sleep arousal regions from polysomnographic recordingsKarimi, Jamileh / Asl, Babak Mohammadzadeh et al. | 2020
-
Modeling of artifacts in the wrist photoplethysmogram: Application to the detection of life-threatening arrhythmiasPaliakaitė, Birutė / Petrėnas, Andrius / Sološenko, Andrius / Marozas, Vaidotas et al. | 2021
-
A novel autonomous learning framework to enhance sEMG-based hand gesture recognition using depth informationOvur, Salih Ertug / Zhou, Xuanyi / Qi, Wen / Zhang, Longbin / Hu, Yingbai / Su, Hang / Ferrigno, Giancarlo / De Momi, Elena et al. | 2021
-
Production of Yttrium-86 radioisotope using genetic algorithm and neural networkRabiei, Mobina / Khorshidi, Abdollah / Soltani-Nabipour, Jamshid et al. | 2021
-
LR-cGAN: Latent representation based conditional generative adversarial network for multi-modality MRI synthesisZhan, Bo / Li, Di / Wang, Yan / Ma, Zongqing / Wu, Xi / Zhou, Jiliu / Zhou, Luping et al. | 2021
-
A hybrid approach of neural networks for age and gender classification through decision fusionRwigema, James / Mfitumukiza, Joseph / Tae-Yong, Kim et al. | 2021
-
A modified salp swarm algorithm (SSA) combined with a chaotic coupled map lattices (CML) approach for the secured encryption and compression of medical images during data transmissionThirumarai Selvi, C. / Amudha, J. / Sudhakar, R. et al. | 2021
-
An algorithmic treatment strategy for the inhibition of type-II deiodinase enzyme on thyroid secretion hormonesJamshidi, Arta A. / Rokni Lamouki, Gholam Reza et al. | 2021
-
Estimating voluntary elbow torque from biceps brachii electromyography using a particle filterChatfield, Logan T. / Pretty, Christopher G. / Fortune, Benjamin C. / McKenzie, Lachlan R. / Whitwham, Guy H. / Hayes, Michael P. et al. | 2021
-
Redundant Gaussian dictionary in compressed sensing for ambulatory photoplethysmography monitoringLuo, Kan / Liu, Xiao / Li, Jianxing / Ma, Ying / Ye, Qingzhou / Bai, Junjie / Liang, Chaobing / Zou, Fumin et al. | 2021
-
Automatic and accurate abnormality detection from brain MR images using a novel hybrid UnetResNext-50 deep CNN modelRai, Hari Mohan / Chatterjee, Kalyan / Dashkevich, Sergey et al. | 2021
-
A digitized approach for amplitude-integrated electroencephalogram transformation towards a standardized procedureChen, Chen / Xu, Yan / Wang, Zeyu / Sun, Chenglu / Zhao, Xian / Fan, Jiahao / Niemarkt, Hendrik / Andriessen, Peter / Wang, Laishuan / Chen, Wei et al. | 2021
-
Effect of motor learning with different complexities on EEG spectral distribution and performance improvementAliakbaryhosseinabadi, Susan / Lontis, Romulus / Farina, Dario / Mrachacz-Kersting, Natalie et al. | 2021
-
Remote monitoring of heart rate variability for obese childrenGoroso, Daniel Gustavo / Watanabe, William Tsutomu / Napoleone, Fernanda / da Silva, Diego Pereira / Salinet, João Loures / da Silva, Robson Rodrigues / Puglisi, José Luis et al. | 2021
-
An image quality enhancement scheme employing adolescent identity search algorithm in the NSST domain for multimodal medical image fusionJose, Jais / Gautam, Neha / Tiwari, Mohit / Tiwari, Tripti / Suresh, Arjun / Sundararaj, Vinu / MR, Rejeesh et al. | 2021
-
An improved version of local activities estimation to enhance motor imagery classificationTogha, Mohammad Mahdi / Salehi, Mohammad Reza / Abiri, Ebrahim et al. | 2021
-
Modeling and forecasting number of confirmed and death caused COVID-19 in IRAN: A comparison of time series forecasting methodsTalkhi, Nasrin / Akhavan Fatemi, Narges / Ataei, Zahra / Jabbari Nooghabi, Mehdi et al. | 2021
-
A computerized method to assess Parkinson’s disease severity from gait variability based on genderCantürk, İsmail et al. | 2021
-
Editorial Board| 2021
-
Compressed sensing regularized calibrationless parallel magnetic resonance imaging via deep learningIslam, Sheikh Rafiul / Maity, Santi P. / Ray, Ajoy Kumar et al. | 2020
-
What is EAMBES?Jämsä, Timo et al. | 2021
-
Robust classification of neovascularization using random forest classifier via convoluted vascular networkP, Geetha Pavani / Biswal, Birendra / Biswal, P.K. et al. | 2021
-
Emotional state detection on mobility vehicle using camera: Feasibility and evaluation studyTagnithammou, Tafsut / Monacelli, Éric / Ferszterowski, Antoine / Trénoras, Lambert et al. | 2021
-
Comparison of sound radiation between classical and pop singersFrič, Marek / Podzimková, Iva et al. | 2021
-
View adaptive learning for pancreas segmentationWang, Yan / Zhang, Jianpeng / Cui, Hengfei / Zhang, Yanning / Xia, Yong et al. | 2020
-
A novel one-stage framework for visual pulse rate estimation using deep neural networksHuang, Bin / Lin, Chun-Liang / Chen, Weihai / Juang, Chia-Feng / Wu, Xingming et al. | 2020
-
Medical image segmentation algorithm based on positive scaling invariant-self encoding CCAAn, Feng-Ping / Liu, Jun-e / Wang, Jian-rong et al. | 2020
-
Noise dependent training for deep parallel ensemble denoising in magnetic resonance imagesAetesam, Hazique / Maji, Suman Kumar et al. | 2020
-
Brain tumor prediction on MR images with semantic segmentation by using deep learning network and 3D imaging of tumor regionKarayegen, Gökay / Aksahin, Mehmet Feyzi et al. | 2021
-
Online myoelectric pattern recognition based on hybrid spatial featuresJaber, Hanadi Abbas / Rashid, Mofeed Turky / Fortuna, Luigi et al. | 2021
-
A machine learning approach to assess magnitude of asynchrony breathingLoo, N.L. / Chiew, Y.S. / Tan, C.P. / Mat-Nor, M.B. / Ralib, A.M. et al. | 2021
-
Real-time automatic polyp detection in colonoscopy using feature enhancement module and spatiotemporal similarity correlation unitXu, Jianwei / Zhao, Ran / Yu, Yizhou / Zhang, Qingwei / Bian, Xianzhang / Wang, Jun / Ge, Zhizheng / Qian, Dahong et al. | 2021
-
Effects of obesity on time-frequency components of electroretinogram signal using continuous wavelet transformErkaymaz, Okan / Senyer Yapici, Írem / Uzun Arslan, Rukiye et al. | 2020
-
Analysis of voice as an assisting tool for detection of Parkinson's disease and its subsequent clinical interpretationSolana-Lavalle, Gabriel / Rosas-Romero, Roberto et al. | 2021
-
Unlabeled skin lesion classification by self-supervised topology clustering networkWang, Dan / Pang, Na / Wang, Yanying / Zhao, Hongwei et al. | 2021
-
Binary and multiclass classifiers based on multitaper spectral features for epilepsy detectionOliva, Jefferson Tales / Rosa, João Luís Garcia et al. | 2021
-
Performance potential of classical machine learning and deep learning classifiers for isometric upper-body myoelectric control of direction in virtual reality with reduced muscle inputsWalsh, Kevin A. / Sanford, Sean P. / Collins, Brian D. / Harel, Noam Y. / Nataraj, Raviraj et al. | 2021
-
An adaptive back-stepping control for blood glucose regulation in type 1 diabetesSepasi, Shiva / Kalat, Ali Akbarzadeh / Seyedabadi, Masoud et al. | 2021
-
Variation of P-wave indices in paroxysmal atrial fibrillation patients before and after catheter ablationOrtigosa, Nuria / Ayala, Guillermo / Cano, Óscar et al. | 2021
-
Early diagnosis model of Alzheimer’s disease based on sparse logistic regression with the generalized elastic netXiao, Ruyi / Cui, Xinchun / Qiao, Hong / Zheng, Xiangwei / Zhang, Yiquan / Zhang, Chenghui / Liu, Xiaoli et al. | 2020
-
Advances in Parkinson's Disease detection and assessment using voice and speech: A review of the articulatory and phonatory aspectsMoro-Velazquez, Laureano / Gomez-Garcia, Jorge A. / Arias-Londoño, Julian D. / Dehak, Najim / Godino-Llorente, Juan I. et al. | 2021
-
An efficient dimensionality reduction method using filter-based feature selection and variational autoencoders on Parkinson's disease classificationGunduz, Hakan et al. | 2021
-
Tunable Q-wavelet based ECG data compression with validation using cardiac arrhythmia patternsJha, Chandan Kumar / Kolekar, Maheshkumar H. et al. | 2021
-
Variability in the atrial flutter vectorcardiographic loops and non-invasive localization of circuitsKamarul Azman, Muhammad Haziq / Meste, Olivier / Kadir, Kushsairy / Laţcu, Decebal Gabriel / Saoudi, Nadir / Bun, Sok-Sithikun et al. | 2021
-
Optimized feedforward control of propofol for induction of hypnosis in general anesthesiaSchiavo, Michele / Consolini, Luca / Laurini, Mattia / Latronico, Nicola / Paltenghi, Massimiliano / Visioli, Antonio et al. | 2021
-
Breast cancer: One-stage automated detection, segmentation, and classification of digital mammograms using UNet model based-semantic segmentationSoulami, Khaoula Belhaj / Kaabouch, Naima / Saidi, Mohamed Nabil / Tamtaoui, Ahmed et al. | 2021
-
Types of gait deviations in children and adolescents with Guillain-Barre syndrome identified using cluster analysisSyczewska, Małgorzata / Święcicka, Anna / Szczerbik, Ewa / Kalinowska, Małgorzata / Dunin-Wąsowicz, Dorota / Łukowicz, Małgorzata et al. | 2021
-
DCT & DWT based watermarking scheme for medical information securityFares, Kahlessenane / Khaldi, Amine / Redouane, Kafi / Salah, Euschi et al. | 2020
-
Acoustic to kinematic projection in Parkinson’s disease dysarthriaGómez, A. / Tsanas, A. / Gómez, P. / Palacios-Alonso, D. / Rodellar, V. / Álvarez, A. et al. | 2021
-
Bowel sound-based features to investigate the effect of coffee and soda on gastrointestinal motilityHoriyama, Kensuke / Emoto, Takahiro / Haraguchi, Takeyuki / Uebanso, Takashi / Naito, Yuki / Gyobu, Takuma / Kanemoto, Kenta / Inobe, Junichi / Sano, Ayumi / Akutagawa, Masatake et al. | 2021
-
Fast adaptive fuzzy terminal sliding mode control of synergistic movement of the hip and knee joints (air-stepping) using functional electrical stimulation: A simulation studyMontazeri, Maryam / Yousefi, Mohammad Reza / Shojaei, Khoshnam / Shahgholian, Ghazanfar et al. | 2021
-
Can deep learning improve the automatic segmentation of deep foveal avascular zone in optical coherence tomography angiography?Guo, Menglin / Zhao, Mei / Cheong, Allen MY / Corvi, Federico / Chen, Xin / Chen, Siping / Zhou, Yongjin / Lam, Andrew KC et al. | 2021
-
Prediction of atrial fibrillation inducibility using spatiotemporal activation analysis combined with network mappingHe, Kaiyue / Feng, Xujian / Wu, Ziqian / Yang, Cuiwei / Wu, Zhong / Chen, Ying et al. | 2021
-
A cascaded convolutional neural network architecture for despeckling OCT imagesAnoop, B.N. / Kalmady, Kaushik S. / Udathu, Akhil / Siddharth, V. / Girish, G.N. / Kothari, Abhishek R. / Rajan, Jeny et al. | 2021
-
Research on methods for detecting respiratory rate from photoplethysmographic signalKuwalek, Piotr / Burlaga, Bartlomiej / Jesko, Waldemar / Konieczka, Patryk et al. | 2021
-
FFT-based deep feature learning method for EEG classificationLi, Mingyang / Chen, Wanzhong et al. | 2021
-
A method for diagnosis support of mild cognitive impairment through EEG rhythms source location during working memory tasksSan-Martin, Rodrigo / Johns, Erin / Quispe Mamani, Godofredo / Tavares, Guilherme / Phillips, Natalie A. / Fraga, Francisco J. et al. | 2021