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2001
Biometric contrastive learning for data-efficient deep learning from electrocardiographic images
Published 2024“…</p> <p><strong>Materials and Methods: </strong>Using pairs of ECGs from 78 288 individuals from Yale (2000-2015), we trained a convolutional neural network to identify temporally separated ECG pairs that varied in layouts from the same patient. We fine-tuned BCL-pretrained models to detect atrial fibrillation (AF), gender, and LVEF < 40%, using ECGs from 2015 to 2021. …”
Conference item -
2002
DEWP: deep expansion learning for wind power forecasting
Published 2024“…Accurate wind power forecasting (WPF) is then better achieved through fine-grained outputs by continuously removing stack residues and accumulating useful stack forecasts. …”
Journal article -
2003
Audio-based approaches in tuning retrieval of gamelan ensemble
Published 2021“…Three approaches used in retrieving tunings of gamelan are as follows: chladni patterns experiment using fine particle (sand), acoustic excitation from speaker for non-contact sinusoidal acoustic excitation and non-contact laser detector at specific eigen frequency, electronic speckle pattern interferometry (espi) for coherent addition of speckle fields diffracted by object and reference fields and laser doppler vibrometer (LDV) captured the vibration of the eigen frequency from the gong. …”
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Thesis -
2004
Immobilization of cyclodextrin glucanotransferase on electrospun polyvinyl alcohol nanofibers
Published 2014“…Before the immobilisation step, the transformation of CGTase from solution to solid particles via electrospraying in Taylor cone-jet mode was studied to obtain fine and monodispersed particles that can be attached uniformly on the PVA membrane. …”
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Thesis -
2005
In vitro bioactivity and biocompatibility assessment of PCL/PLA–scaffolded mesoporous silicate bioactive glass: role of boron activation
Published 2024“…The role of boron concentration fine-tuning in modifying the glasses morphology, structure, Bioactivity and Biocompatibility was assessed in vitro by immersing them in simulated body fluid (SBF) at various durations. …”
Article -
2006
Photonic analog-to-digital conversion and photonic microwave signal generation
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Thesis -
2007
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2008
SPICES: spectro-polarimetric imaging and characterization of exoplanetary systems.
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Article -
2009
Experimental study of an asymmetric valveless pump to elucidate insights into strategies for pediatric extravascular flow augmentation
Published 2024“…Our results demonstrate that the performance is within the range of physiological requirements for pediatric circulatory devices (~ 1 L/min and < 30 mmHg). We conclude that due to the absence of reverse flow and its mechanical simplicity, pure asymmetric pumping is promising for selected cardiovascular applications with less complexity than other valveless techniques.…”
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Article -
2010
Improved margin multi-class classification using dendritic neurons with morphological learning
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Conference Paper -
2011
Multiple scattering of light in cold atomic clouds in a magnetic field
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Journal Article -
2012
Cooperative field localization and excitation eigenmodes in disordered metamaterials
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Journal Article -
2013
The dithiolate-bridged diiron hexacarbonyl complex Na2[(μ-SCH2CH2COO)Fe(CO)3]2 as a water-soluble photoCORM
Published 2014“…The complex is shown to behave as a photoCORM, whereby all six CO ligands are released within 30 min of visible-light irradiation. Gas-phase FTIR spectroscopy has been used to quantify the release of CO into the headspace above the aqueous solution. …”
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Journal Article -
2014
An achievable region for double-unicast networks with linear network coding
Published 2014“…We further derive a suboptimal but easy-to-compute rate region that is independent of the network coding coefficients used at the intermediate nodes, and is instead specified by the min-cuts of the network. It is found that even this suboptimal region is strictly larger than the existing achievable rate regions in the literature.…”
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Journal Article -
2015
SU(3) topological insulators in the honeycomb lattice
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Journal Article -
2016
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2017
Early output quasi-delay-insensitive array multipliers
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Journal Article -
2018
Biotin-streptavidin binding interactions of dielectric filled silicon bulk acoustic resonators for smart label-free biochemical sensor applications
Published 2014“…The resonance frequency of the biotin modified resonator decreased 315 ppm when exposed to streptavidin solution for 15 min with a concentration of 10−7 M, corresponding to an added mass of 3.43 ng on the resonator surface. …”
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Journal Article -
2019
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2020