Abstract: Techniques for handling natural language query processing are described. In some examples, a sequence-to-sequence model is used to handle a natural language query. Post-processing of a result of the sequence-to-sequence model utilizes fine-grained information from an entity linker. In some examples, the sequence-to-sequence model and aspects of a natural language query pipeline are used to handle a natural language query.

Abstract: According to some aspects, this application provides devices and methods for treating cystinosis in a patient. Removable intra-ocular devices and contact lenses containing cystine- sequestering materials effective for uptake of cystine from the eyes of a patient having cystinosis are provided. Methods of making the cystine-sequestering contact lenses are also provided.

Abstract: In one aspect, the disclosure relates to compositions for the extended release of drugs in the retina. In a further aspect, the present disclosure provides methods of preparing extended release compositions comprising a therapeutic agent for use in retinal drug delivery. In various other aspects, the present disclosure provides methods for delivery of the disclosed compositions comprising a therapeutic agent to the retina via intravitreal injection. This abstract is intended as a scanning tool for purposes of searching in the particular art and is not intended to be limiting of the present disclosure.

Abstract: According to some aspects, this application provides devices and methods for treating cystinosis in a patient. Removable intra-ocular devices and contact lenses containing cystine-sequestering materials effective for uptake of cystine from the eyes of a patient having cystinosis are provided. Methods of making the cystine-sequestering contact lenses are also provided.

Abstract: In one aspect, the disclosure relates to compositions for the extended release of drugs in the retina. In a further aspect, the present disclosure provides methods of preparing extended release compositions comprising a therapeutic agent for use in retinal drug delivery. In various other aspects, the present disclosure provides methods for delivery of the disclosed compositions comprising a therapeutic agent to the retina via intravitreal injection. This abstract is intended as a scanning tool for purposes of searching in the particular art and is not intended to be limiting of the present disclosure.

Abstract: A particulate plug for removing a preservative from a solution, suspension, or emulsion comprising a drug is presented. The plug comprises microparticles of a homopolymer comprising a hydrophilic repeating unit or of a copolymer comprising at least one hydrophilic repeating unit and at least one hydrophobic repeating unit. The microparticles are irregular-shaped rigid aggregates and are sized and packed to yield a hydraulic permeability greater than 0.01 Da. The homopolymers have absorbed portions of a preservative to be removed and/or a drug for delivery in solution, as can the copolymer.

Abstract: In one aspect, the disclosure relates to drug delivery devices for the ionophoretic delivery of a therapeutic agent(s) to the eye. In some aspects, the disclosed ionophoretic ocular delivery device is configured for delivery of a therapeutic agent to the anterior portion of the eye. In various aspects, the present disclosure provides methods for treatment of an ophthalmological disorder, disease, or clinical condition by delivering a therapeutic agent(s) to the eye using a disclosed ionophoretic ocular delivery device. This abstract is intended as a scanning tool for purposes of searching in the particular art and is not intended to be limiting of the present disclosure.

Abstract: Aspects of the present disclosure provides for contact lenses that employing Vitamin-E integrated contact lenses as a vehicle for treating conditions (e.g., bacterial keratitis and post-surgical inflammation) through at least one medicament delivery (e.g., a triumvirate medicament delivery such as a triplicate of antibiotic and anti-inflammatory drugs) to the ocular surface.

Abstract: In one aspect, the disclosure relates to drug delivery devices for the ionophoretic delivery of a therapeutic agent(s) to the eye. In some aspects, the disclosed ionophoretic ocular delivery device is configured for delivery of a therapeutic agent to the anterior portion of the eye. In various aspects, the present disclosure provides methods for treatment of an ophthalmological disorder, disease, or clinical condition by delivering a therapeutic agent(s) to the eye using a disclosed ionophoretic ocular delivery device. This abstract is intended as a scanning tool for purposes of searching in the particular art and is not intended to be limiting of the present disclosure.

Abstract: Aqueous nanosuspensions of cannabidiol (CBD) having improved stability, shelf life, and/or CBD content are provided, as are methods of making such nanosuspensions. The nanosuspensions include ethyl maltol as an emulsifying agent and may be manufactured by either a melt emulsification process or a solvent evaporation process. The nanosuspensions may also have an improved taste and are thus suitable for use as, e.g., beverage additives.

Abstract: Disclosed herein is a composition comprising a biologically active agent; a base oil; an additional oil that is soluble in the base oil with a partition coefficient for the biologically active molecule that is at least twice that of the base oil; where the base oil and the additional oil are present in the composition in an amount effective to reduce the amount of the biologically active agent in an aqueous phase to less than 80 wt % of the amount with just the base oil present in an otherwise identical composition at the same total oil loading; a non-ionic surfactant; and water.

Abstract: Compositions for treatment of cystinosis, products for administering eye drops, and products for storing contact lenses are provided. Compositions include solutions that can contain an effective amount of cysteamine to treat cystinosis, and an oil with a lower density than the solution. Also provided is a product including a bottle for containing a solution, the bottle being substantially free of O2. Also provided is a contact lens holder for storing one or more contact lenses in a solution, the holder including barrier layers reducing the amount of O2 entering the contact lens holder.

Abstract: In one aspect, the present disclosure relates to a contact lens comprising a disclosed lubricious surface layer. In a further aspect, the lubricious surface layer comprises a polyacrylamide, e.g., a poly(N,N-dimethylacrylamide. In various aspects, the lubricious surface layer is formed at the surface of a contact lens. In a further aspect, the lens can be a hydrogel lens. In a further aspect, the lens can be a silicone hydrogel lens. The present disclosure also pertains to methods of forming the disclosed lubricious surface layers on a surface of a contact lens. This abstract is intended as a scanning tool for purposes of searching in the particular art and is not intended to be limiting of the present disclosure.

Abstract: In general, the disclosure relates to methods and compositions for preparing colorants useful for preparing pigmented hydrogels. The disclosure further relates to pigmented hydrogels comprising the disclosed colorants. In some instances, the colorant is an alcohol extract of an agro-material, such as turmeric, paprika, spinach, and/or pokorny woad or the colorants comprise one or more of: a carotenoid, chlorophyll-a, chlorophyll-b, a curcumoid, or indigorubin. Alternatively, the colorant can be carbon black. The disclosure further relates to contact lenses comprising the disclosed pigmented hydrogels.

Abstract: Compositions for treatment of cystinosis, products for administering eye drops, and products for storing contact lenses are provided. Compositions include solutions that can contain an effective amount of cysteamine to treat cystinosis, and an oil with a lower density than the solution. Also provided is a product including a bottle for containing a solution, the bottle being substantially free of O2. Also provided is a contact lens holder for storing one or more contact lenses in a solution, the holder including barrier layers reducing the amount of O2 entering the contact lens holder.

Abstract: A network computing system that implements a content management platform for a network service. In examples, the network computing system operates to determine an effectiveness of individual content items based at least in part on actions which users take after consuming the content items.

Abstract: Methods of loading vitamin E onto contact lenses for use as drug-delivering ophthalmic devices are provided, as are contact lenses made by such methods and methods of treatment employing such contact lenses. The disclosed methods and devices achieve high vitamin E loading rates and significantly extend the duration of release of both hydrophilic and hydrophobic drugs, while limiting swelling of the lenses and risk of damage to the lenses during manufacture.

Abstract: Disclosed are single-serving coffee containers in which nanoparticulate CBD, embedded or encapsulated in a hydrophilic thin film, is deposited in a lower portion of the single-serving coffee container below a packed bed of ground coffee beans. The container may, but need not, include a separator that separates the container into an upper portion containing the ground coffee beans and the lower portion containing the CBD nanoparticles. Disclosed methods of using such single-serving coffee containers include exposing the hydrophilic CBD thin film to hot water used in brewing a coffee beverage, thereby causing a carrier material of the hydrophilic thin film to dissolve or disintegrate, thereby releasing the CBD nanoparticles to form a CBD coffee beverage.

Abstract: Disclosed are various embodiments for an apparatus for installation of eye drops, an automatic dispensing device, and a method to dispense eye drops. The apparatus including a dispensing device, a control system, and a housing. The dispensing device configured to dispense a dosage of a fluid medication from an eye drop bottle, the eye drop bottle having an opening. The control system operatively connected to the dispensing device. The housing comprising a main wearable headset and a cover. The housing configured to contain the dispensing device and the control system, and configured to allow passage of the dosage of the fluid medication through an aperture in the main wearable headset of the housing. Also, disclosed is an automatic dispensing device comprising a motor and detection system to dispense a fluid from a bottle.

Abstract: In one aspect, the present disclosure relates to a contact lens comprising a disclosed lubricious surface layer. In a further aspect, the lubricious surface layer comprises a polyacrylamide, e.g., a poly(N,N-dimethylacrylamide. In various aspects, the lubricious surface layer is formed at the surface of a contact lens. In a further aspect, the lens can be a hydrogel lens. In a further aspect, the lens can be a silicone hydrogel lens. The present disclosure also pertains to methods of forming the disclosed lubricious surface layers on a surface of a contact lens. This abstract is intended as a scanning tool for purposes of searching in the particular art and is not intended to be limiting of the present disclosure.