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Items: 1 to 50 of 58

1.

Computer modelling of connectivity change suggests epileptogenesis mechanisms in idiopathic generalised epilepsy.

Sinha N, Wang Y, Dauwels J, Kaiser M, Thesen T, Forsyth R, Taylor PN.

Neuroimage Clin. 2019;21:101655. doi: 10.1016/j.nicl.2019.101655. Epub 2019 Jan 11.

2.

Action-Stage Emphasized Spatio-Temporal VLAD for Video Action Recognition.

Tu Z, Li H, Zhang D, Dauwels J, Li B, Yuan J.

IEEE Trans Image Process. 2019 Jan 3. doi: 10.1109/TIP.2018.2890749. [Epub ahead of print]

PMID:
30605101
3.

Rapid Annotation of Seizures and Interictal-ictal Continuum EEG Patterns.

Jing J, drAngremont E, Zafar S, Rosenthal ES, Tabaeizadeh M, Ebrahim S, Dauwels J, Westover MB.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:3394-3397. doi: 10.1109/EMBC.2018.8513059.

PMID:
30441116
4.

EEG CLassification Via Convolutional Neural Network-Based Interictal Epileptiform Event Detection.

Thomas J, Comoretto L, Jin J, Dauwels J, Cash SS, Westover MB.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:3148-3151. doi: 10.1109/EMBC.2018.8512930.

PMID:
30441062
5.

A review on microelectrode recording selection of features for machine learning in deep brain stimulation surgery for Parkinson's disease.

Wan KR, Maszczyk T, See AAQ, Dauwels J, King NKK.

Clin Neurophysiol. 2019 Jan;130(1):145-154. doi: 10.1016/j.clinph.2018.09.018. Epub 2018 Sep 25.

PMID:
30293864
6.

Multicell migration tracking within angiogenic networks by deep learning-based segmentation and augmented Bayesian filtering.

Wang M, Ong LS, Dauwels J, Asada HH.

J Med Imaging (Bellingham). 2018 Apr;5(2):024005. doi: 10.1117/1.JMI.5.2.024005. Epub 2018 Jun 13.

PMID:
29900184
7.

Montreal Cognitive Assessment as a screening instrument for cognitive impairments in schizophrenia.

Yang Z, Abdul Rashid NA, Quek YF, Lam M, See YM, Maniam Y, Dauwels J, Tan BL, Lee J.

Schizophr Res. 2018 Sep;199:58-63. doi: 10.1016/j.schres.2018.03.008. Epub 2018 Mar 14.

8.

Automated tracking and quantification of angiogenic vessel formation in 3D microfluidic devices.

Wang M, Ong LS, Dauwels J, Asada HH.

PLoS One. 2017 Nov 14;12(11):e0186465. doi: 10.1371/journal.pone.0186465. eCollection 2017.

9.

Automated epileptiform spike detection via affinity propagation-based template matching.

Thomas J, Jing Jin, Dauwels J, Cash SS, Westover MB.

Conf Proc IEEE Eng Med Biol Soc. 2017 Jul;2017:3057-3060. doi: 10.1109/EMBC.2017.8037502.

10.

Interictal epileptiform discharge characteristics underlying expert interrater agreement.

Bagheri E, Dauwels J, Dean BC, Waters CG, Westover MB, Halford JJ.

Clin Neurophysiol. 2017 Oct;128(10):1994-2005. doi: 10.1016/j.clinph.2017.06.252. Epub 2017 Jul 18.

11.

Imaging the distribution of transient viscosity after the 2016 Mw 7.1 Kumamoto earthquake.

Moore JD, Yu H, Tang CH, Wang T, Barbot S, Peng D, Masuti S, Dauwels J, Hsu YJ, Lambert V, Nanjundiah P, Wei S, Lindsey E, Feng L, Shibazaki B.

Science. 2017 Apr 14;356(6334):163-167. doi: 10.1126/science.aal3422.

PMID:
28408598
12.

Reply: Computer models to inform epilepsy surgery strategies: prediction of postoperative outcome.

Sinha N, Dauwels J, Kaiser M, Cash SS, Westover MB, Wang Y, Taylor PN.

Brain. 2017 May 1;140(5):e31. doi: 10.1093/brain/awx068. No abstract available.

PMID:
28334902
13.

Detecting cell division of Pseudomonas aeruginosa bacteria from bright-field microscopy images with hidden conditional random fields.

Ong LS, Xinghua Zhang, Kundukad B, Dauwels J, Doyle P, Asada HH.

Conf Proc IEEE Eng Med Biol Soc. 2016 Aug;2016:3985-3988. doi: 10.1109/EMBC.2016.7591600.

PMID:
28269158
14.

Image classification of unlabeled malaria parasites in red blood cells.

Zheng Zhang, Ong LL, Kong Fang, Matthew A, Dauwels J, Ming Dao, Asada H.

Conf Proc IEEE Eng Med Biol Soc. 2016 Aug;2016:3981-3984. doi: 10.1109/EMBC.2016.7591599.

PMID:
28269157
15.

Predicting neurosurgical outcomes in focal epilepsy patients using computational modelling.

Sinha N, Dauwels J, Kaiser M, Cash SS, Brandon Westover M, Wang Y, Taylor PN.

Brain. 2017 Feb;140(2):319-332. doi: 10.1093/brain/aww299. Epub 2016 Dec 23.

16.

Rapid annotation of interictal epileptiform discharges via template matching under Dynamic Time Warping.

Jing J, Dauwels J, Rakthanmanon T, Keogh E, Cash SS, Westover MB.

J Neurosci Methods. 2016 Dec 1;274:179-190. doi: 10.1016/j.jneumeth.2016.02.025. Epub 2016 Mar 2.

17.

EPILEPTIFORM SPIKE DETECTION VIA CONVOLUTIONAL NEURAL NETWORKS.

Johansen AR, Jin J, Maszczyk T, Dauwels J, Cash SS, Westover MB.

Proc IEEE Int Conf Acoust Speech Signal Process. 2016 Mar;2016:754-758. doi: 10.1109/ICASSP.2016.7471776. Epub 2016 May 19.

18.

CLUSTERING OF INTERICTAL SPIKES BY DYNAMIC TIME WARPING AND AFFINITY PROPAGATION.

Thomas J, Jin J, Dauwels J, Cash SS, Westover MB.

Proc IEEE Int Conf Acoust Speech Signal Process. 2016 Mar;2016:749-753. doi: 10.1109/ICASSP.2016.7471775. Epub 2016 May 19.

19.

FAST AND EFFICIENT REJECTION OF BACKGROUND WAVEFORMS IN INTERICTAL EEG.

Bagheri E, Jin J, Dauwels J, Cash S, Westover MB.

Proc IEEE Int Conf Acoust Speech Signal Process. 2016 Mar;2016:744-748. doi: 10.1109/ICASSP.2016.7471774. Epub 2016 May 19.

20.

Effect of Subliminal Lexical Priming on the Subjective Perception of Images: A Machine Learning Approach.

Mohan DM, Kumar P, Mahmood F, Wong KF, Agrawal A, Elgendi M, Shukla R, Ang N, Ching A, Dauwels J, Chan AH.

PLoS One. 2016 Feb 11;11(2):e0148332. doi: 10.1371/journal.pone.0148332. eCollection 2016.

21.

Optimal control based seizure abatement using patient derived connectivity.

Taylor PN, Thomas J, Sinha N, Dauwels J, Kaiser M, Thesen T, Ruths J.

Front Neurosci. 2015 Jun 3;9:202. doi: 10.3389/fnins.2015.00202. eCollection 2015.

22.

The effects of cell asynchrony on gene expression levels: analysis and application to Plasmodium falciparum.

Zhao W, Dauwels J, Cao J.

IEEE J Biomed Health Inform. 2015 Jul;19(4):1301-7. doi: 10.1109/JBHI.2015.2434499. Epub 2015 May 18.

PMID:
26011871
23.

Partially coherent phase imaging with simultaneous source recovery.

Jingshan Z, Tian L, Dauwels J, Waller L.

Biomed Opt Express. 2014 Dec 23;6(1):257-65. doi: 10.1364/BOE.6.000257. eCollection 2015 Jan 1.

24.

A hybrid feature selection approach for the early diagnosis of Alzheimer's disease.

Gallego-Jutglà E, Solé-Casals J, Vialatte FB, Elgendi M, Cichocki A, Dauwels J.

J Neural Eng. 2015 Feb;12(1):016018. doi: 10.1088/1741-2560/12/1/016018. Epub 2015 Jan 21.

PMID:
25605667
25.

Segmentation of densely populated cell nuclei from confocal image stacks using 3D non-parametric shape priors.

Ong LL, Wang M, Dauwels J, Asada HH.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:5526-9. doi: 10.1109/EMBC.2014.6944878.

PMID:
25571246
26.

On the effect of subliminal priming on subjective perception of images: a machine learning approach.

Kumar P, Mahmood F, Mohan DM, Wong K, Agrawal A, Elgendi M, Shukla R, Dauwels J, Chan AH.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:5438-41. doi: 10.1109/EMBC.2014.6944856.

PMID:
25571224
27.

The effects of cell asynchrony on time-series data: an analysis on gene expression level of Plasmodium falciparum.

Zhao W, Dauwels J, Cao J.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:5224-7. doi: 10.1109/EMBC.2014.6944803.

PMID:
25571171
28.

An in silico approach for pre-surgical evaluation of an epileptic cortex.

Sinha N, Dauwels J, Wang Y, Cash SS, Taylor PN.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:4884-7. doi: 10.1109/EMBC.2014.6944718.

PMID:
25571086
29.

Automated localization of the seizure focus using interictal intracranial EEG.

Jing Jin, Dauwels J, Cash S.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:4439-42. doi: 10.1109/EMBC.2014.6944609.

PMID:
25570977
30.

SpikeGUI: software for rapid interictal discharge annotation via template matching and online machine learning.

Jing Jin, Dauwels J, Cash S, Westover MB.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:4435-8. doi: 10.1109/EMBC.2014.6944608.

31.

A computational study of stimulus driven epileptic seizure abatement.

Taylor PN, Wang Y, Goodfellow M, Dauwels J, Moeller F, Stephani U, Baier G.

PLoS One. 2014 Dec 22;9(12):e114316. doi: 10.1371/journal.pone.0114316. eCollection 2014.

32.

Innovative diagnostic tools for early detection of Alzheimer's disease.

Laske C, Sohrabi HR, Frost SM, López-de-Ipiña K, Garrard P, Buscema M, Dauwels J, Soekadar SR, Mueller S, Linnemann C, Bridenbaugh SA, Kanagasingam Y, Martins RN, O'Bryant SE.

Alzheimers Dement. 2015 May;11(5):561-78. doi: 10.1016/j.jalz.2014.06.004. Epub 2014 Nov 15. Review.

PMID:
25443858
33.

Structural connectivity based whole brain modelling in epilepsy.

Taylor PN, Kaiser M, Dauwels J.

J Neurosci Methods. 2014 Oct 30;236:51-7. doi: 10.1016/j.jneumeth.2014.08.010. Epub 2014 Aug 19. Review.

PMID:
25149109
34.

A theta-band EEG based index for early diagnosis of Alzheimer's disease.

Gallego-Jutglà E, Solé-Casals J, Vialatte FB, Dauwels J, Cichocki A.

J Alzheimers Dis. 2015;43(4):1175-84. doi: 10.3233/JAD-140468.

PMID:
25147104
35.

Transport of Intensity phase imaging by intensity spectrum fitting of exponentially spaced defocus planes.

Jingshan Z, Claus RA, Dauwels J, Tian L, Waller L.

Opt Express. 2014 May 5;22(9):10661-74. doi: 10.1364/OE.22.010661.

36.

Near-lossless multichannel EEG compression based on matrix and tensor decompositions.

Dauwels J, Srinivasan K, Reddy MR, Cichocki A.

IEEE J Biomed Health Inform. 2013 May;17(3):708-14.

PMID:
24592471
37.

A Bayesian filtering approach to incorporate 2D/3D time-lapse confocal images for tracking angiogenic sprouting cells interacting with the gel matrix.

Ong LL, Dauwels J, Ang MH Jr, Asada HH.

Med Image Anal. 2014 Jan;18(1):211-27. doi: 10.1016/j.media.2013.10.008. Epub 2013 Oct 26.

PMID:
24239653
38.

Tensor-based methods for handling missing data in quality-of-life questionnaires.

Garg L, Dauwels J, Earnest A, Leong KP.

IEEE J Biomed Health Inform. 2014 Sep;18(5):1571-80. doi: 10.1109/JBHI.2013.2288803. Epub 2013 Nov 6.

PMID:
24235317
39.

2D data-driven stalk cell prediction model based on tip-stalk cell interaction in angiogenesis.

Wang M, Ong LL, Dauwels J, Asada HH.

Conf Proc IEEE Eng Med Biol Soc. 2013;2013:4537-40. doi: 10.1109/EMBC.2013.6610556.

PMID:
24110743
40.

Sparse ACEKF for phase reconstruction.

Jingshan Z, Dauwels J, Vázquez MA, Waller L.

Opt Express. 2013 Jul 29;21(15):18125-37. doi: 10.1364/OE.21.018125.

41.

Audio representations of multi-channel EEG: a new tool for diagnosis of brain disorders.

Vialatte FB, Dauwels J, Musha T, Cichocki A.

Am J Neurodegener Dis. 2012;1(3):292-304. Epub 2012 Nov 15.

42.

Diagnosis of Alzheimer's disease from EEG by means of synchrony measures in optimized frequency bands.

Gallego-Jutglà E, Elgendi M, Vialatte F, Solé-Casals J, Cichocki A, Latchoumane C, Jeong J, Dauwels J.

Conf Proc IEEE Eng Med Biol Soc. 2012;2012:4266-70. doi: 10.1109/EMBC.2012.6346909.

PMID:
23366870
43.

Computational synchronization of microarray data with application to Plasmodium falciparum.

Zhao W, Dauwels J, Niles JC, Cao J.

Proteome Sci. 2012 Jun 21;10 Suppl 1:S10. doi: 10.1186/1477-5956-10-S1-S10.

44.

Multichannel EEG compression: wavelet-based image and volumetric coding approach.

Srinivasan K, Dauwels J, Ramasubba MR.

IEEE J Biomed Health Inform. 2013 Jan;17(1):113-20. doi: 10.1109/TITB.2012.2194298. Epub 2012 Apr 9.

PMID:
22510952
45.

Optimization of EEG frequency bands for improved diagnosis of Alzheimer disease.

Elgendi M, Vialatte F, Cichocki A, Latchoumane C, Jeong J, Dauwels J.

Conf Proc IEEE Eng Med Biol Soc. 2011;2011:6087-91. doi: 10.1109/IEMBS.2011.6091504.

PMID:
22255728
46.

Quantifying statistical interdependence, part III: N > 2 point processes.

Dauwels J, Weber T, Vialatte F, Musha T, Cichocki A.

Neural Comput. 2012 Feb;24(2):408-54. doi: 10.1162/NECO_a_00235. Epub 2011 Nov 17.

PMID:
22091663
47.

Improving the specificity of EEG for diagnosing Alzheimer's disease.

Vialatte FB, Dauwels J, Maurice M, Musha T, Cichocki A.

Int J Alzheimers Dis. 2011;2011:259069. doi: 10.4061/2011/259069. Epub 2011 May 30.

48.

Slowing and Loss of Complexity in Alzheimer's EEG: Two Sides of the Same Coin?

Dauwels J, Srinivasan K, Ramasubba Reddy M, Musha T, Vialatte FB, Latchoumane C, Jeong J, Cichocki A.

Int J Alzheimers Dis. 2011 Apr 13;2011:539621. doi: 10.4061/2011/539621.

49.

Diagnosis of Alzheimer's disease from EEG signals: where are we standing?

Dauwels J, Vialatte F, Cichocki A.

Curr Alzheimer Res. 2010 Sep;7(6):487-505. Review.

PMID:
20455865
50.

EEG synchrony analysis for early diagnosis of Alzheimer's disease: a study with several synchrony measures and EEG data sets.

Dauwels J, Vialatte F, Latchoumane C, Jeong J, Cichocki A.

Conf Proc IEEE Eng Med Biol Soc. 2009;2009:2224-7. doi: 10.1109/IEMBS.2009.5334862.

PMID:
19964954

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