Abstract: Provided herein are methods of classifying lesions in medical image of subjects in certain embodiments. Related systems and computer program products are also provided.

Abstract: Provided herein are methods of generating models to predict prospective pathology scores of test subjects having a pathology in certain embodiments. Related systems and computer program products are also provided.

Abstract: Provided herein are methods of generating models to predict prospective pathology scores of test subjects having a pathology in certain embodiments. Related systems and computer program products are also provided.

Abstract: Provided herein are methods of generating models to predict prospective pathology scores of test subjects having a pathology in certain embodiments. Related systems and computer program products are also provided.

Abstract: Provided herein are methods of generating medical images that include the use of a generative adversarial network (GAN) in certain embodiments. Related methods, systems, and computer program products are also provided.

Abstract: The presently disclosed subject matter provides compositions, kits, and methods comprising imaging agents that can detect Programmed Cell Death Ligand 1 (PD-L1). The presently disclosed imaging agents can be used to detect diseases and disorders, such as cancer, infection, and inflammation, in a subject.

Abstract: The present disclosure relates to prostate specific membrane antigen (PSMA) ligands. In particular, the disclosure relates to PSMA ligands having a glutamate-urea-lysine (GUL) moiety and a chelating agent that can comprise a radiometal. The disclosure also relates to the use of these compounds in imaging and in the treatment of prostate cancer.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for machine learning image reconstruction. In some implementations, first input data representing the image of the one or more internal structures generated using a first imaging device is provided as input to a first machine learning model having one or more fully-connected layers. First output data generated by the first machine learning model is obtained and the first output data together with second input data representing a second image of the one or more internal structures generated using a second imaging device is provided to a second machine learning model having one or more convolutional layers. Second output data generated by the second machine learning model is obtained and used to generate rendering data that, when processed by a computing device, causes the computing device to output a reconstructed image.

Abstract: A major hurdle in the treatment of cancer is chemoresistance induced under hypoxia that is characteristic of tumor microenvironment. Triptolide, a potent inhibitor of eukaryotic transcription, possesses potent antitumor activity. However, its clinical potential has been limited by toxicity and water solubility. To address those limitations of triptolide, the present disclosure designed and synthesized glucose-triptolide conjugates (glutriptolides) and demonstrated their antitumor activity in vitro and in vivo. The glutriptolides disclosed herein possess improved stability in human serum, greater selectivity towards cancer over normal cells and increased potency against cancer cells. Importantly, the glutriptolides are more potent against cancer cells under hypoxic conditions in contrast to existing cytotoxic drugs. These glutriptolides also exhibit sustained antitumor activity, prolonging survival in a prostate cancer metastasis animal model.

Abstract: The presently disclosed subject matter provides a kinetically controlled mixing process, referred to herein as “flash nanocomplexation” or “(FNC),” to accelerate the mixing of a polyanion solution, for example, a plasmid DNA solution, with a polycation solution to match the polyelectrolyte complex (PEC) assembly kinetics through turbulent mixing in a microchamber, thus achieving explicit control of the kinetic conditions for nanoparticle assembly as demonstrated by the tunability of nanoparticle size, composition, hydrodynamic size, hydrodynamic density, surface charge, and polyanion payload.

Abstract: The methods of the present invention exploit unique biochemical pathways present within infectious organisms to develop small molecule metabolic tracers. Labeled substrates created using these inventive methods were created. The labeled substrates can be used to determine whether a subject is infected with an infectious organism by imaging means, and with use of two or more such labeled substrates, methods of differentiating gram negative infection from gram positive infection, and methods of localizing and quantifying infectious disease burden are provided. The methods of the present invention can assist in the clinical decision to begin empiric antibiotic therapy, determine its efficacy, as well as the choice of antibacterial agents.

Abstract: Genetic constructs comprising reporter genes operably linked to cancer specific or cancer selective promoters (such as the progression elevated gene-3 (PEG-3) promoter and astrocyte elevated gene 1 (AEG-1) promoter) are provided, as are methods for their use in cancer imaging, cancer treatment, and combined imaging and treatment protocols, e.g. for imaging and/or treating spontaneous metastasis. Transgenic animals in which a reporter gene is linked to a cancer specific or cancer selective promoter, and which may be further genetically engineered, bred or selected to have a predisposition to develop cancer, are also provided.

Abstract: The present invention provides analog compounds of DPA-713 which specifically bind the translocator protein (TSPO), which is upregulated in activated leukocytes, some malignant tumors and tissues involved in steroid biogenesis. These compounds are linked via a linking moiety to a variety of imaging agents, including, for example, near infra-red dyes. The compounds of the present invention are useful for both pre-clinical near-IR fluorescence imaging (NIRF) and use in optically-guided interventions including NIRF endoscopy. Methods of use in diagnosis and treatment of TSPO related disease are also provided.

Abstract: The present invention provides bivalent and multivalent ligands with a view to improving the affinity and pharmacokinetic properties of a urea class of PSMA inhibitors. The compounds and their synthesis can be generalized to multivalent compounds of other target antigens. Because they present multiple copies of the pharmacophore, multivalent ligands can bind to receptors with high avidity and affinity, thereby serving as powerful inhibitors. The modular multivalent scaffolds of the present invention, in one or more embodiments, contains a lysine-based (?-, ?-)dialkyne residue for incorporating two or more antigen binding moieties, such as PSMA binding Lys-Glu urea moieties, exploiting click chemistry and one or more additional lysine residues for subsequent modification with an imaging and/or therapeutic nuclides or a cytotoxic ligands for tumor cell killing.

Abstract: The methods of the present invention exploit unique biochemical pathways present within infectious organisms to develop small molecule metabolic tracers. Labeled substrates created using these inventive methods were created. The labeled substrates can be used to determine whether a subject is infected with an infectious organism by imaging means, and with use of two or more such labeled substrates, methods of differentiating gram negative infection from gram positive infection, and methods of localizing and quantifying infectious disease burden are provided. The methods of the present invention can assist in the clinical decision to begin empiric antibiotic therapy, determine its efficacy, as well as the choice of antibacterial agents.

Abstract: A bioluminescence imaging-based high-throughput assay for inhibitors of ABCG2 is described. Compositions of inhibitors of ABCG2 and methods of using ABCG2 inhibitors are also described.

Abstract: The present invention relates to compounds particularly asymmetric urea compounds which are labeled with one or more radioisotopes and which are suitable for imaging or therapeutic treatment of tissues, organs, or tumors which express NAALADase and/or PSMA. In another embodiment, the invention relates to methods of imaging tissues, organs, or tumors using radiolabeled compounds of the invention, particularly tissues, organs, or tumors which express NAALADase and/or PSMA to which the compounds of the invention have an affinity.

Abstract: The present invention provides analog compounds of DPA-713 which specifically bind the translocator protein (TSPO), which is upregulated in activated leukocytes, some malignant tumors and tissues involved in steroid biogenesis. These compounds are linked via a linking moiety to a variety of imaging agents, including, for example, near infra-red dyes. The compounds of the present invention are useful for both pre-clinical near-IR fluorescence imaging (NIRF) and use in optically-guided interventions including NIRF endoscopy. Methods of use in diagnosis and treatment of TSPO related disease are also provided.

Abstract: The present invention provides bivalent and multivalent ligands with a view to improving the affinity and pharmacokinetic properties of a urea class of PSMA inhibitors. The compounds and their synthesis can be generalized to multivalent compounds of other target antigens. Because they present multiple copies of the pharmacophore, multivalent ligands can bind to receptors with high avidity and affinity, thereby serving as powerful inhibitors. The modular multivalent scaffolds of the present invention, in one or more embodiments, contains a lysine-based (?-, ?-)dialkyne residue for incorporating two or more antigen binding moieties, such as PSMA binding Lys-Glu urea moieties, exploiting click chemistry and one or more additional lysine residues for subsequent modification with an imaging and/or therapeutic nuclides or a cytotoxic ligands for tumor cell killing.

Abstract: Genetic constructs comprising reporter genes operably linked to cancer specific or cancer selective promoters (such as the progression elevated gene-3 (PEG-3) promoter and astrocyte elevated gene 1 (AEG-1) promoter) are provided, as are methods for their use in cancer imaging, cancer treatment, and combined imaging and treatment protocols, e.g. for imaging and/or treating spontaneous metastasis. Transgenic animals in which a reporter gene is linked to a cancer specific or cancer selective promoter, and which may be further genetically engineered, bred or selected to have a predisposition to develop cancer, are also provided.