Abstract: An inspection system includes a ground penetrating radar (GPR) sensor configured to provide at least one probe signal to a portion of a structure and to receive at least one return signal resulting from the corresponding at least one probe signal. A processor is programmed to: receive the at least one return signal as scan data from the GPR sensor; generate maximum amplitude trace normalized data based on the scan data; generate temporal signal gain data based on the scan data; generate a power spectral density image for each of the scan data, the maximum amplitude trace normalized data, and the temporal signal gain data; and analyze, using a machine learning processor, the power spectral density images to identify an anomaly of interest, wherein the machine learning processor is trained to detect an anomaly of interest based on a training set of power spectral density images.

Abstract: The present invention relates to a biodegradable, inhalable microparticle formulation comprising a compound of formula I obtained by fermentation of a microorganism of the Streptomyces species (PM0626271/MTCC5447), as described in PCT application publication WO2011027290, and a biodegradable lipid for drug delivery wherein the ratio of drug (compound of formula I) to lipid is 1:15 to 1:25. The present invention also relates to the process for preparation of the formulation and to the method of treatment of pulmonary tuberculosis, multi drug resistant tuberculosis (MDRTB), methicillin resistant Staphylococcus aureus (MRSA) pneumonias and methicillin sensitive Staphylococcus aureus (MSSA) pneumonias by administering therapeutically effective amount of the formulation to a mammal in need thereof.

Abstract: The present invention relates to a biodegradable, inhalable microparticle formulation comprising a compound of formula I obtained by fermentation of a microorganism of the Streptomyces species (PM0626271/MTCC5447), as described in PCT application publication WO2011027290, and a biodegradable lipid for drug delivery wherein the ratio of drug (compound of formula I) to lipid is 1:15 to 1:25. The present invention also relates to the process for preparation of the formulation and to the method of treatment of pulmonary tuberculosis, multi drug resistant tuberculosis (MDRTB), methicillin resistant Staphylococcus aureus (MRSA) pneumonias and methicillin sensitive Staphylococcus aureus (MSSA) pneumonias by administering therapeutically effective amount of the formulation to a mammal in need thereof.