Institution
University of Minnesota
Recent research
- Society & Economics
INTRODUCTION: The North American Association of Practicum Sites in Neuropsychology (NAPSN) was established in 2023 to support external practicum programs in urban, suburban, and rural areas in the United States and Canada by providing resources for member practicum programs and s...
- Health & MedicineOpen access
BACKGROUND: The utilization of lung cancer screening services is less than 20%. There are a myriad of barriers at the patient, provider, and health care system levels that account for such low uptake. One reason lung cancer screening rates remain low is that identifying who is el...
- AI & ComputingOpen access
New Results on the Polyak Stepsize: Tight Convergence Analysis and Universal Function Classes
Abstract. In this paper, we revisit a classical adaptive stepsize strategy for gradient descent: the Polyak stepsize (PolyakGD), originally proposed in Polyak [ USSR Comput. Math. Math. Phys., 9 (1969), pp. 14–29]. We study the convergence behavior of PolyakGD from two perspectiv...
- Health & Medicine
Abstract Clinical reasoning is a foundational competency that develops over the course of training and comprises two sub-components. Diagnostic reasoning classifies a patient’s condition and assigns a diagnostic label, whereas management reasoning weighs multiple defensible plans...
- Health & Medicine
BACKGROUND AND AIMS: Cigarette smoking is detrimental to oral health. Oral health professionals rarely prescribe smoking cessation medications. Nicotine replacement therapy sampling (NRTS), providing brief starter courses of NRT, could improve provision of NRT and promote cessati...
- BiologyOpen access
Large-scale mining of public transcriptomic datasets can reveal viral diversity that remains invisible to conventional virus-surveillance approaches, while increasingly powerful structure-prediction methods provide a complementary route to characterizing highly divergent viral pr...
- Physics & SpaceOpen access
Radiative Corrections and Reheating in Supergravity Models of Inflation
We consider the effects of radiative corrections in Starobinsky-like models of inflation, concentrating on models of inflation formulated in N=1 no-scale supergravity. Inflaton couplings with matter fields are necessary for reheating and these have an impact on loop corrections d...
- Health & MedicineOpen access
Graves’ disease (GD) is an autoimmune cause of hyperthyroidism frequently associated with thyroid nodularity. However, whether GD confers an increased risk of differentiated thyroid carcinoma (DTC) compared with euthyroid populations remains uncertain, and reliable clinical predi...
- Engineering & TechnologyOpen access
Abstract We develop a transient framework for modeling toughness-dominated plane-strain hydraulic fracture propagation in permeable formations that incorporates fully two-dimensional (2D) pore pressure diffusion. The formulation employs an impulse response approach to evaluate th...
- Society & EconomicsOpen access
Large language models for digital mental health: an HCI-centered scoping review
Large language models (LLMs) are rapidly reshaping digital mental health, yet how these systems are designed, used, and evaluated remains poorly characterized. We conducted an HCI-centered scoping review of 84 studies examining mental health tasks, stakeholders, interaction parad...
- BiologyOpen access
Epigenetic insights into extreme longevity in the world’s oldest terrestrial animal, Jonathan
Aldabra giant tortoises ( Aldabrachelys gigantea ) are exceptionally long-lived. We sequenced the genome and methylome of Jonathan, a 194-year-old Aldabra, to explore the molecular basis of his longevity. Relative to other giant tortoises ( A. gigantea and Chelonoidis abingdonii...
- Society & EconomicsOpen access
Abstract The COVID-19 pandemic generated an unprecedented labor market shock that disproportionately affected face-to-face service sectors central to immigrant employment. This study examines whether the pandemic reaffirmed or revealed limits to the narrative of immigrant resilie...
- AI & ComputingOpen access
En masse scanning and semi-automated surfacing of small objects using micro-CT
Modern archaeological studies increasingly utilize three-dimensional virtual representations of objects, high resolution scanning, large datasets, computationally intensive analyses, and machine learning. With higher resolution scans, challenges surrounding computational power, m...
- Health & Medicine
Barriers to Reducing Subthreshold Phototherapy for Neonatal Jaundice
OBJECTIVE: In a national, multicenter quality improvement (QI) collaborative to reduce subthreshold inpatient phototherapy, the proportion of subthreshold encounters was high at baseline and remained high after the intervention period. This study aimed to assess why clinicians st...
- Climate & EnvironmentOpen access
Abstract We investigate the role of the elasticity and density of the forearc mantle wedge corner on the stress distribution in the forearc region of subduction zones, using numerical quasi‐2D lithospheric deformation models for the Cascadia, Nankai, NE Japan, and Costa Rica subd...
- Health & MedicineOpen access
Anticoagulation Treatment Response Among Phenotypic ESUS Clusters: Evidence From CASPR
ABSTRACT Objective To evaluate treatment effect heterogeneity across phenotypic clusters of patients with cryptogenic embolic stroke using causal inference methods. Methods From a retrospective, multicenter cohort of patients with cryptogenic embolic stroke, we estimated the trea...
- Society & Economics
Ideathons as anti-oppressive social work pedagogy: a case study with counternarrative
Anti-oppressive practice is central to social work, yet social work education offers limited opportunities for students to negotiate power and practice collective responses to structural oppression. This qualitative case study examined participants’ experiences of the Digital Jus...
- Climate & EnvironmentOpen access
Increasing the supply of multiple limiting resources generally reduces biodiversity and community stability in grasslands. Aridity is known to modify biodiversity-stability relationships, yet it remains unclear whether the effects of multiple resource supply on biodiversity and s...
- Health & Medicine
Abstract: Merkel cell carcinoma (MCC) is a rare, aggressive neuroendocrine cutaneous malignancy that can arise through 2 oncogenic pathways: a Merkel cell polyomavirus–positive pathway and a virus-negative pathway driven by ultraviolet exposure. Cytokeratin 20 (CK20), expressed i...
- AI & Computing
Abstract. We study a class of nonconvex-nonconcave minimax problems in which the inner maximization problem satisfies a local Kurdyka–Łojasiewicz (KL) condition that may vary with the outer minimization variable. In contrast to the global KL or Polyak–Łojasiewicz conditions commo...