Abstract: Embodiments provide a system and method for statistical subject identification. The system takes texts, videos, audios, and images as input for which subject needs to be identified. The system pre-process input data and generates n-grams and pre-processed text strings by removing stopwords, punctuations, selective POS tags and lemmatization. Frequency distribution of n-grams are computed, and weightage of n-grams is assigned. For each n-gram, sum of weights across all text strings is computed and a maximum weightage is identified. The computed value as a result of taking a ratio of two, is assigned to each of the n-grams. Values computed for the n-grams have a non-normal distribution, when observed statistically. Thus, the n-gram values are transformed to confidence value following a normal distribution. The system maps the n-gram domains using a domain lexicon. Finally, these domains are aggregated and converged for subject identification based on a pre-annotated mapping dictionary.

Abstract: The present invention provides a method for imaging a biological specimen using non-linear optical properties of certain materials. The method comprises the steps of providing an aqueous dispersion of ZnO nanocrystals; contacting a biological specimen with an aqueous dispersion comprising ZnO nanocrystals; exposing the biological specimen to input electromagnetic radiation having a wavelength of from 600 to 1500 nm; recording the nonlinear output electromagnetic radiation; and generating an image of the biological specimen based on the nonlinear output radiation.

Abstract: The present invention provides methods and compositions for photodynamic therapy. The composition comprises ceramic nanoparticles in which a photosensitive drug/dye is entrapped. The ceramic nanoparticles are made by formation of a micellar composition of the dye. The ceramic material is added to the micellar composition and the ceramic nanoparticles are precipitated by alkaline hydrolysis. The precipitated nanoparticles in which the photosensitive dye/drug is entrapped can be isolated by dialysis. The resulting drug doped nanoparticles are spherical, highly monodispersed, and stable in aqueous system. Irradiation with light of suitable wavelength of the photosensitizing drug entrapped inside nanoparticles resulted in generation of singlet oxygen, which was able to diffuse out through the pores of the ceramic matrix. The drug loaded ceramic nanoparticles of the present invention can be used as drug carriers for photodynamic therapy.

Abstract: The present invention relates to novel activatable particles which can be used in the health sector. The invention more particularly relates to composite particles which can generate free radicals or heat when excited by X rays, and to the uses thereof in health, particularly human. The inventive particles comprise an inorganic-based, and optionally organic-based, nucleus and can be activated in vivo, in order to label or alter cells, tissues or organs. The invention also relates to methods for the production of said particles, and to pharmaceutical or diagnostic compositions containing same.

Abstract: The present invention relates to a method of making non-spherical semiconductor nanocrystals. This method involves providing a reaction mixture containing a first precursor compound, a solvent, and a surfactant, where the first precursor compound has a Group II or a Group IV element and contacting the reaction mixture with a pure noble metal nanoparticle seed. The reaction mixture is heated. A second precursor compound having a Group VI element is added to the heated reaction mixture under conditions effective to produce non-spherical semiconductor nanocrystals. Non-spherical semiconductor nanocrystals and nanocrystal populations made by the above method are also disclosed.

Abstract: This invention provides nanocrystals or polymer doped nanocrystals of hydrophobic drug molecules as stably dispersed in an aqueous system which are prepared without stabilizers like surfactants and the like. In one embodiment, the drug is a tetra-pyrrole compound. An example is the hydrophobic photosensitizing anticancer drug 2-devinyl-2-(1-hexyloxyethyl)pyropheophorbide (HPPH). Pharmaceutical compositions comprising nanocrystals or polymer doped nanocrystals of hydrophobic drugs can be used for therapeutic purposes. For example pyropheophorbides such as HPPH can be used for photodynamic therapy. Drug efficacy of these nanocrystals were found to be comparable with that of same drug formulated in conventional delivery vehicles under in vitro and in vivo conditions.

Abstract: This invention provides nanocrystals or polymer doped nanocrystals of hydrophobic organic fluorescent dyes as stable dispersions in an aqueous system. The dispersions can be prepared without stabilizers such as surfactants and the like. The aqueous dispersions of the nanocrystals or the polymer doped nanocrystals can be used for bioimaging.

Abstract: A process for producing semiconductor nanocrystal cores, core-shell, core-buffer-shell, and multiple layer systems is disclosed. The process involves a non-coordinating solvent and in situ surfactant generation.

Abstract: The invention provides hybrid inorganic nanoparticles, methods of making the hybrid inorganic nanoparticles and methods of using the hybrid inorganic nanoparticles.

Abstract: Provided are amino functionalized ORMOSIL nanoparticles. Also provided are compositions comprising such particles and compositions in which the nanoparticles are complexed to polynucleotides. The complexing of polynucleotides to the amino functionalized ORMOSIL nanoparticles protects the polynucleotides from environmental damage. These complexes can be used for delivery of polynucleotides to cells.

Abstract: The present invention relates to a method and system of generating backward stimulated Rayleigh-Bragg scattering by focusing activating radiation through a multi-photon absorbing dye solution, thereby producing coherent output radiation with no measured frequency shift and measured pump threshold values independent of the spectral line width of the input activating radiation.

Abstract: The present invention provides methods and compositions for photodynamic therapy. The composition comprises ceramic nanoparticles in which a photosensitive drug/dye is entrapped. The ceramic nanoparticles are made by formation of a micellar composition of the dye. The ceramic material is added to the micellar composition and the ceramic nanoparticles are precipitated by alkaline hydrolysis. The precipitated nanoparticles in which the photosensitive dye/drug is entrapped can be isolated by dialysis. The resulting drug doped nanoparticles are spherical, highly monodispersed, and stable in aqueous system. Irradiation with light of suitable wavelength of the photosensitizing drug entrapped inside nanoparticles resulted in generation of singlet oxygen, which was able to diffuse out through the pores of the ceramic matrix. The drug loaded ceramic nanoparticles of the present invention can be used as drug carriers for photodynamic therapy.