Abstract: In an embodiment, an apparatus for synthetic data generation is presented. The apparatus includes a processor and a memory communicatively connected to the processor. The memory contains instructions configured to the processor to receive data. The processor is configured to input the data into a generative framework. The generative framework includes a first category of synthetic data generation and a second category of synthetic data generation. The generative framework is configured to input data an output synthetic data through at least a category of synthetic data generation. The processor is configured to generate, based on the generative framework, synthetic data from the received data.

Abstract: A method for detecting and modeling objects in space using LIDAR is disclosed. The method includes transmitting a laser beam to detect at least one object in space. Further, the method includes detecting one or more data related to at least one object. The detection is based upon the principle of reflection of the object in a vacuum. Further, said one or more data related to at least one object obtained from the detection unit is processed. Further, one or more information is determined from the processed data related to at least one object. The one or more information is mapped corresponding to the related at least one object. The method further comprises measuring one or more parameters associated with at least one of the mapped objects and modeling the measurement data related to at least one of the mapped objects.

Abstract: A method and system for detecting deviation between invoices and receipts are disclosed. In some embodiments, the method includes receiving invoice data and receipt data. The method includes filtering the received data to generate filtered data. The method includes performing line-level matching on the filtered data based on one or more line-level attributes and one or more distance based algorithms. The method then includes determining, from the line-level matching, matched line items and unmatched line items between each pair of the invoice and receipts. The method also includes calculating one or more types of claims for both the matched line items and the unmatched line items to measure a total deviation between the invoices and receipts. The method further includes determining a level of match between the invoices and receipts and generating a recommended matching pair of invoice and receipt based on the level of match.

Abstract: A method for detecting and modeling objects in space using LIDAR is disclosed. The method includes transmitting a laser beam to detect at least one object in space. Further, the method includes detecting one or more data related to at least one object. The detection is based upon the principle of reflection of the object in a vacuum. Further, said one or more data related to at least one object obtained from the detection unit is processed. Further, one or more information is determined from the processed data related to at least one object. The one or more information is mapped corresponding to the related at least one object. The method further comprises measuring one or more parameters associated with at least one of the mapped objects and modeling the measurement data related to at least one of the mapped objects.

Abstract: A method of preserving tissue includes loading the tissue with a solution with a cryoprotective agent and susceptor particles; freezing the tissue; thawing the tissue; and after freezing and thawing, further processing the tissue. Further processing may include slicing the tissue or digesting the tissue and recovering isolated cells from the digested tissue. The tissue may include at least a portion of an organ. The tissue may include a whole organ. The loading of the solution may be done via the vasculature of the organ. The tissue may be thawed using inductive heating. The susceptor particles may include nanoparticles.

Abstract: Microparticles containing heparin or a heparin-like polymer and a biocompatible polymer are described. The heparin or the heparin-like polymer and the biocompatible polymer can be indirectly linked together by a coupling agent, which can have a structure represented by Formula I, (A)p(R)(D)q, wherein A is a bond or a moiety that can form a bond with the heparin or the heparin-like polymer, D is a bond or a moiety that can form a bond with the biocompatible polymer, R is a linker for A and D, and p and q are from 1 to 25. Methods of making the microparticles include mixing a first solution of the heparin or the heparin-like polymer and a second solution of the biocompatible polymer, to form a mixture, and adding the mixture to an oil and a surfactant and homogenizing the mixture to form a water-in-oil emulsion. Compositions of these microparticles are also described.

Abstract: A haptic feedback based shoe including at least one microprocessor unit configured to control at least one operation of the shoe, at least one battery configured to provide a power supply voltage, and at least one Radio Frequency (RF) unit configured to communicate with at least one external electronic device using at least one wireless communication protocol. The shoe further includes at least one vibration motor configured to generate at least one pattern of vibration, at least one inertial motion unit (IMU), the at least one IMU further including at least one magnetometer configured to provide at least one reading indicative of orientation. The shoe further includes at least one camera configured to provide at least one image data to the at least one microprocessor unit, the at least one microprocessor unit further configured to detect at least one obstacle from the at least one image.

Abstract: A haptic feedback based shoe including at least one microprocessor unit configured to control at least one operation of the shoe, at least one battery configured to provide a power supply voltage, and at least one Radio Frequency (RF) unit configured to communicate with at least one external electronic device using at least one wireless communication protocol. The shoe further includes at least one vibration motor configured to generate at least one pattern of vibration, at least one inertial motion unit (IMU), the at least one IMU further including at least one magnetometer configured to provide at least one reading indicative of orientation. The shoe further includes at least one camera configured to provide at least one image data to the at least one microprocessor unit, the at least one microprocessor unit further configured to detect at least one obstacle from the at least one image.

Abstract: A method for modifying a computer generated three dimensional model, includes performing a particular modeling action on the model in response to a speech input; performing another modeling action on the model in response to a multi-touch input on a display screen; and displaying said model as so modified on the display screen.