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Bile Acids and Salts Cholestasis Consanguinity DNA Helicases Exome Female Frameshift Mutation Humans Infant Liver Diseases Male Oxidoreductases Phenotype Sequence Analysis DNA Severity of Illness Index

In this work, we investigate various approaches that use learning from training data to solve inverse problems, following a bi-level learning approach. We consider a general framework for optimal inversion design, where...

Bi-level learning Krylov projection methods inverse problems learning priors variational regularization /dk/atira/pure/subjectarea/asjc/2600/2606 name=Control and Optimization /dk/atira/pure/subjectarea/asjc/2600/2604 name=Applied Mathematics /dk/atira/pure/subjectarea/asjc/2600/2602 name=Algebra and Number Theory

In this work, we investigate various approaches that use learning from training data to solve inverse problems, following a bi-level learning approach. We consider a general framework for optimal inversion design, where...

Bi-level learning Krylov projection methods inverse problems learning priors variational regularization /dk/atira/pure/subjectarea/asjc/2600/2606 name=Control and Optimization /dk/atira/pure/subjectarea/asjc/2600/2604 name=Applied Mathematics /dk/atira/pure/subjectarea/asjc/2600/2602 name=Algebra and Number Theory

Distal symmetrical polyneuropathy (DSPN) is a serious complication of diabetes associated with significant disability and mortality. Although more than 50% of people with diabetes develop DSPN, its pathogenesis is still...

Diabetes diabetic neuropathy distal symmetrical polyneuropathy neuropathic pain pathogenesis Hyperglycemia Central Nervous System glycemic control Pain Management spinal cord stimulation

We devise efficient methods for dynamic inverse problems, where both the quantities of interest and the forward operator (measurement process) may change in time. Our goal is to solve for all the quantities of interest...

Computerized tomography dynamic inversion edge-preservation generalized Krylov subspaces Image deblurring majorization-minimization photoacoustic tomography regularization time-dependence /dk/atira/pure/subjectarea/asjc/2600/2603 name=Analysis /dk/atira/pure/subjectarea/asjc/2600/2604 name=Applied Mathematics

Distal symmetrical polyneuropathy (DSPN) is a serious complication of diabetes associated with significant disability and mortality. Although more than 50% of people with diabetes develop DSPN, its pathogenesis is still...

Central Nervous System Diabetes diabetic neuropathy distal symmetrical polyneuropathy glycemic control Hyperglycemia neuropathic pain Pain Management pathogenesis spinal cord stimulation

We devise efficient methods for dynamic inverse problems, where both the quantities of interest and the forward operator (measurement process) may change in time. Our goal is to solve for all the quantities of interest...

Computerized tomography dynamic inversion edge-preservation generalized Krylov subspaces Image deblurring majorization-minimization photoacoustic tomography regularization time-dependence /dk/atira/pure/subjectarea/asjc/2600/2603 name=Analysis /dk/atira/pure/subjectarea/asjc/2600/2604 name=Applied Mathematics

Diabetic neuropathy (DN) is a common complication of diabetes that is becoming an increasing concern as the prevalence of diabetes rapidly rises. There are several types of DN, but the most prevalent and studied type is distal...

Diabetes diabetic neuropathy distal symmetrical polyneuropathy glycemic control lifestyle modifications footcare diagnostic evaluation Pain Management neuromodulation nutraceuticals

Diabetic neuropathy (DN) is a common complication of diabetes that is becoming an increasing concern as the prevalence of diabetes rapidly rises. There are several types of DN, but the most prevalent and studied type is distal...

Diabetes diabetic neuropathy diagnostic evaluation distal symmetrical polyneuropathy footcare glycemic control lifestyle modifications neuromodulation nutraceuticals Pain Management