Objectives:This study aimed to determine the prognostic value of otoacoustic emissions(OAEs)in idiopathic sudden sensorineural hearing loss patients.Methods:The study included 30 subjects with unilateral idiopathic su...Objectives:This study aimed to determine the prognostic value of otoacoustic emissions(OAEs)in idiopathic sudden sensorineural hearing loss patients.Methods:The study included 30 subjects with unilateral idiopathic sudden sensorineural hearing loss(ISSNHL).Each patient was evaluated four times:at baseline and after one week,one month,and three months of treatment.During each visit,each patient was subjected to full audiological history,otoscopic examination,basic audiological evaluations,and transiently evoked and distortion product otoacoustic emission(TEOAEs&DEOAEs).Results:The hearing thresholds(frequency range 250e8000 Hz)and word recognition scores of patients with detectable TEOAEs and DPOAEs improved significantly,whereas no significant improvements were observed in those with no response.Conclusion:Hearing improvement is better in patients with detectable TEOAEs and DPOAEs.As a result,TEOAEs and DPOAEs are recommended as routine tests in all SSNHL patients to predict outcomes and monitor treatment as TEOAEs and DPOAEs reflect the cochlear OHCs activity.展开更多
Biometrics,which has become integrated with our daily lives,could fall prey to falsification attacks,leading to security concerns.In our paper,we use Transient Evoked Otoacoustic Emissions(TEOAE)that are generated by ...Biometrics,which has become integrated with our daily lives,could fall prey to falsification attacks,leading to security concerns.In our paper,we use Transient Evoked Otoacoustic Emissions(TEOAE)that are generated by the human cochlea in response to an external sound stimulus,as a biometric modality.TEOAE are robust to falsification attacks,as the uniqueness of an individual’s inner ear cannot be impersonated.In this study,we use both the raw 1D TEOAE signals,as well as the 2D time-frequency representation of the signal using Continuous Wavelet Transform(CWT).We use 1D and 2D Convolutional Neural Networks(CNN)for the former and latter,respectively,to derive the feature maps.The corresponding lower-dimensional feature maps are obtained using principal component analysis,which is then used as features to build classifiers using machine learning techniques for the task of person identification.T-SNE plots of these feature maps show that they discriminate well among the subjects.Among the various architectures explored,we achieve a best-performing accuracy of 98.95%and 100%using the feature maps of the 1D-CNN and 2D-CNN,respectively,with the latter performance being an improvement over all the earlier works.This performance makes the TEOAE based person identification systems deployable in real-world situations,along with the added advantage of robustness to falsification attacks.展开更多
Otoacoustic emissions (OAEs) has been considered as an excellent objective tool in clinics for diagnosing hearing loss. The signal-to-noise ratio (SNR) and correlation coefficient of OAEs are very important for the pu...Otoacoustic emissions (OAEs) has been considered as an excellent objective tool in clinics for diagnosing hearing loss. The signal-to-noise ratio (SNR) and correlation coefficient of OAEs are very important for the purpose of diagnosis. An adaptive signal enhancer (ASE) based on the Least Mean Square (LMS) algorithm is presented to detect transient evoked OAEs (TEOAEs). The TEOAEs detection results from 106 ears show that ASE reaches better estimation of TEOAEs than a conventional ensemble averaging (EA) technique. With the ASE, the improvement of SNR was increased faster than that with the EA and the number of sweeps required can be markedly reduced. The detection time with ASE could be shortened by about 50% in comparison with that of EA.展开更多
In DMSO/water(4:1),photolysis of the dihydroxy-Sn(IV)-rnesoporphyrin dimethyl ester (SnP)/methyl viologen(MV^(2+))/ethylene diamine tetraacetic acid(EDTA)ternary system produces methyl viologen cation radical with a q...In DMSO/water(4:1),photolysis of the dihydroxy-Sn(IV)-rnesoporphyrin dimethyl ester (SnP)/methyl viologen(MV^(2+))/ethylene diamine tetraacetic acid(EDTA)ternary system produces methyl viologen cation radical with a quantum yield of 0.67,much higher than that of systems with other metal complexes of rnesoporphyrin dimethyl ester.Neither EDTA nor MV^(2+) quenches the stationary fluorescence of SnP,implying that the reaction does not take place at the singlet state.With flash photolysis we obtain the T-T absorption spectrum of SnP(λ_(max)-440 nm).By following the decay of this absorption,the triplet life time of SnP is estimated to be 41 μs.The life time is related to the concentration of either MV^(2+) or EDTA.Good linear relationships are obtained by plotting τ_0/τ vs.the concentration of MV^(2+) or EDTA(Stern-Volmer plot),from which we determine the quenching constants:k_q(MV^(2+))=5.5×10~7 mol^(-7) s^(-1);kq(EDTA)=2.7×10~7 mol^(-1),s^(-1).The data suggests that upon photolysis of the above ternary system,both oxidative quenching and reductive quenching of the triplet state of the sensitizer are occurring.From the measured phosphorescence spectrum(λ_(max) 704nm)and the ground state redox potentials (E_(1/2)^(red)~-0.84V,E_(1/2)^(ox)~ Ag/AgCl,KCl(sat.)),we obtain the redox potential of triplet SnP to be E (P^+/P)~-0.33 V, E(P/P-)~+0.92 V.Matching this data with the redox potential of MV^(2+) and EDTA,we establish the fact that during the photolysis of the SnP/MV^(2+)/EDTA ternary system,both oxidative and reductive quenching are thermodynamically favorable processes.This is also the reason why the SnP sensitized reaction is much more efficient relative to other mesoporphyrin derivatives.展开更多
文摘Objectives:This study aimed to determine the prognostic value of otoacoustic emissions(OAEs)in idiopathic sudden sensorineural hearing loss patients.Methods:The study included 30 subjects with unilateral idiopathic sudden sensorineural hearing loss(ISSNHL).Each patient was evaluated four times:at baseline and after one week,one month,and three months of treatment.During each visit,each patient was subjected to full audiological history,otoscopic examination,basic audiological evaluations,and transiently evoked and distortion product otoacoustic emission(TEOAEs&DEOAEs).Results:The hearing thresholds(frequency range 250e8000 Hz)and word recognition scores of patients with detectable TEOAEs and DPOAEs improved significantly,whereas no significant improvements were observed in those with no response.Conclusion:Hearing improvement is better in patients with detectable TEOAEs and DPOAEs.As a result,TEOAEs and DPOAEs are recommended as routine tests in all SSNHL patients to predict outcomes and monitor treatment as TEOAEs and DPOAEs reflect the cochlear OHCs activity.
基金The authors would like to thank the Biometrics Security Laboratory of the University of Toronto for providing the Transient Evoked Otoacoustic Emissions(TEOAE)dataset.
文摘Biometrics,which has become integrated with our daily lives,could fall prey to falsification attacks,leading to security concerns.In our paper,we use Transient Evoked Otoacoustic Emissions(TEOAE)that are generated by the human cochlea in response to an external sound stimulus,as a biometric modality.TEOAE are robust to falsification attacks,as the uniqueness of an individual’s inner ear cannot be impersonated.In this study,we use both the raw 1D TEOAE signals,as well as the 2D time-frequency representation of the signal using Continuous Wavelet Transform(CWT).We use 1D and 2D Convolutional Neural Networks(CNN)for the former and latter,respectively,to derive the feature maps.The corresponding lower-dimensional feature maps are obtained using principal component analysis,which is then used as features to build classifiers using machine learning techniques for the task of person identification.T-SNE plots of these feature maps show that they discriminate well among the subjects.Among the various architectures explored,we achieve a best-performing accuracy of 98.95%and 100%using the feature maps of the 1D-CNN and 2D-CNN,respectively,with the latter performance being an improvement over all the earlier works.This performance makes the TEOAE based person identification systems deployable in real-world situations,along with the added advantage of robustness to falsification attacks.
基金This work was supported by the National Natural Science Foundation of China (No.39870212)
文摘Otoacoustic emissions (OAEs) has been considered as an excellent objective tool in clinics for diagnosing hearing loss. The signal-to-noise ratio (SNR) and correlation coefficient of OAEs are very important for the purpose of diagnosis. An adaptive signal enhancer (ASE) based on the Least Mean Square (LMS) algorithm is presented to detect transient evoked OAEs (TEOAEs). The TEOAEs detection results from 106 ears show that ASE reaches better estimation of TEOAEs than a conventional ensemble averaging (EA) technique. With the ASE, the improvement of SNR was increased faster than that with the EA and the number of sweeps required can be markedly reduced. The detection time with ASE could be shortened by about 50% in comparison with that of EA.
文摘In DMSO/water(4:1),photolysis of the dihydroxy-Sn(IV)-rnesoporphyrin dimethyl ester (SnP)/methyl viologen(MV^(2+))/ethylene diamine tetraacetic acid(EDTA)ternary system produces methyl viologen cation radical with a quantum yield of 0.67,much higher than that of systems with other metal complexes of rnesoporphyrin dimethyl ester.Neither EDTA nor MV^(2+) quenches the stationary fluorescence of SnP,implying that the reaction does not take place at the singlet state.With flash photolysis we obtain the T-T absorption spectrum of SnP(λ_(max)-440 nm).By following the decay of this absorption,the triplet life time of SnP is estimated to be 41 μs.The life time is related to the concentration of either MV^(2+) or EDTA.Good linear relationships are obtained by plotting τ_0/τ vs.the concentration of MV^(2+) or EDTA(Stern-Volmer plot),from which we determine the quenching constants:k_q(MV^(2+))=5.5×10~7 mol^(-7) s^(-1);kq(EDTA)=2.7×10~7 mol^(-1),s^(-1).The data suggests that upon photolysis of the above ternary system,both oxidative quenching and reductive quenching of the triplet state of the sensitizer are occurring.From the measured phosphorescence spectrum(λ_(max) 704nm)and the ground state redox potentials (E_(1/2)^(red)~-0.84V,E_(1/2)^(ox)~ Ag/AgCl,KCl(sat.)),we obtain the redox potential of triplet SnP to be E (P^+/P)~-0.33 V, E(P/P-)~+0.92 V.Matching this data with the redox potential of MV^(2+) and EDTA,we establish the fact that during the photolysis of the SnP/MV^(2+)/EDTA ternary system,both oxidative and reductive quenching are thermodynamically favorable processes.This is also the reason why the SnP sensitized reaction is much more efficient relative to other mesoporphyrin derivatives.