Abstract: A management system operates in conjunction with entities to provide service recommendations for objects of users. The management system trains a machine learning model used to generate the service recommendations for the objects. The machine learning model is trained based on historical service entries including descriptions of services previously performed and identifiers used by entities to categorize types of services. The management system generates training data by classifying the historical service entries into predetermined service classifications based on text in the historical service entries. After the machine learning model is trained, the management system generates a recommendation of services for an object based on likelihoods of selection of the predetermined service classifications.

Abstract: The present invention relates to multiple unit extended release pharmaceutical compositions comprising plurality of modified release units wherein each unit comprises of an active agent core comprising at least one pharmaceutically active agent and at least one pharmaceutically acceptable excipient substantially coated with at least one release-controlling agent. The present invention also relates to a process for the preparation of these multiple unit extended release pharmaceutical compositions.

Abstract: The present invention relates to stable premix formulations for parenteral use and packaging for such formulations. The present invention relates to use of a single layer or multilayer film bags comprising polypropylene for packing premixed injectable formulations which remain stable during the storage period. The present invention relates to use of a single layer or multilayer film bags comprising polypropylene for packing dexmedetomidine premixed formulations. Such stable premixed formulations packed into a single layer or multilayer film bags comprising polypropylene are highly advantageous since they are ready-to-use, for example, in perioperative care of a subject in need thereof for sedation.

Abstract: Device for immobilizing contents in a container and more particularly device and a method for immobilizing solid dosage forms such as pills, tablets, capsules or other breakable contents in containers are provided.

Abstract: The present invention relates to stable premix formulations for parenteral use and packaging for such formulations. The present invention relates to use of a single layer or multilayer film bags comprising polypropylene for packing premixed injectable formulations which remain stable during the storage period. The present invention relates to use of a single layer or multilayer film bags comprising polypropylene for packing dexmedetomidine premixed formulations. Such stable premixed formulations packed into a single layer or multilayer film bags comprising polypropylene are highly advantageous since they are ready-to-use, for example, in perioperative care of a subject in need thereof for sedation.

Abstract: The present invention relates to stable oral composition comprising linaclotide or its pharmaceutically acceptable salts, complexes, polymorphs, hydrates, solvates, enantiomers or racemates, process of preparation thereof and methods of using the same.

Abstract: The present invention relates to stable premix formulations for parenteral use and packaging for such formulations. The present invention relates to use of a single layer or multilayer film bags comprising polypropylene for packing premixed injectable formulations which remain stable during the storage period. The present invention relates to use of a single layer or multilayer film bags comprising polypropylene for packing dexmedetomidine premixed formulations. Such stable premixed formulations packed into a single layer or multilayer film bags comprising polypropylene are highly advantageous since they are ready-to-use, for example, in perioperative care of a subject in need thereof for sedation.

Abstract: Sterile formulation comprising glucocorticosteroids, process for the preparation of the sterile formulation and method of using the same are provided. The present invention also relates to sterile formulation comprising budesonide, process for the preparation of the sterile formulation and method of using the same.

Abstract: The present invention relates to a process for preparing sterile ophthalmic suspension of carbonic anhydrase inhibitor. More particularly, the present invention relates to a process for preparing sterile ophthalmic suspension of brinzolamide.