Institution
University of Washington
Recent research
- Health & Medicine
Parental Refusal of the Best Treatment: Nudges and Trust in Pediatrics
More effective and less toxic therapies are welcomed by clinicians and families and are the rationale and raison d'être for well-designed clinical trials. This is especially true for life-threatening diseases like childhood cancer. When parents opt for an existing and good treatm...
- Health & Medicine
Purpose Primary prophylactic colony-stimulating factor (PP-CSF) is recommended for patients receiving chemotherapy with high risk of febrile neutropenia (FN). The impact of PP-CSF delivery method on FN is unknown. We performed a secondary analysis of SWOG S1415CD (Trial Assessing...
- BiologyOpen access
Highly multiplexed mammalian metabolic engineering with a shotgun approach
Mammalian metabolic engineering advances basic biology, bioproduction and cell therapy. However, as pathway complexity increases, so does the size of the combinatorial design space and required DNA constructs, rendering unbiased screens intractable. Here, we developed shotgun gen...
- Physics & SpaceOpen access
An unidentified reservoir of comet 81P/Wild 2 chondrules
Comets, which have been stored in the cryogenic regions for billions of years, preserve key records of the solar system’s formation and the dynamic evolution of planets and other small bodies. Twenty years ago, NASA Stardust mission returned samples from a Jupiter-family comet, 8...
- BiologyOpen access
Background/Objectives: Papillary thyroid cancer (PTC) is the most common endocrine malignancy and is generally associated with favorable clinical outcomes. However, a subset of tumors develops aggressive phenotypes characterized by increased proliferation, migration, therapeutic...
- AI & ComputingOpen access
Reconstructing Polytopes and Pseudomanifolds
Abstract. We prove that every 4-polytope is determined by its edge-polygon incidences, solving an open problem of Grünbaum. For each [Formula: see text], we show that not every [Formula: see text]-polytope is determined by its [Formula: see text]-skeleton and dual [Formula: see t...
- Health & MedicineOpen access
Background Medication adherence is a persistent challenge in the treatment of multidrug-resistant tuberculosis (MDR-TB) and HIV. Routine counseling notes are an underutilized source of information on patient adherence context. Methods We applied natural language processing (NLP)...
- AI & Computing
One Step at a Time: Design and Rationale for Stepped-Wedge Cluster Randomized Trials
Stepped-wedge cluster randomized trials provide researchers with an opportunity to simultaneously implement and evaluate systemic interventions in real-world settings. This study design may have advantages compared with other cluster randomized trial (CRT) designs by optimizing f...
Children born low-birth-weight (LBW) or with autistic siblings may show differences in their developmental trajectories, including higher rates of autism and lower levels of adaptive behavior skills. Parsing out developmental differences in these groups could help hone screening...
- BiologyOpen access
Erythropoietic protoporphyria (EPP) and X-linked protoporphyria (XLP) are cutaneous porphyrias characterized by excess protoporphyrin IX (PPIX), leading to photosensitivity and, in a minority of patients, progressive hepatobiliary injury. Although XLP and EPP have similar clinica...
- Health & Medicine
OBJECTIVE: Medication-related osteonecrosis of the jaw (MRONJ) is a rare complication of antiresorptive therapy for osteoporosis, with risk potentially influenced by "drug holidays" around dentoalveolar procedures. MRONJ risk is higher in rheumatic diseases. Epidemiologic studies...
- BiologyOpen access
Indoleamine 2,3-dioxygenase-1 (IDO1) can mediate immune dysfunction by reducing tryptophan (Trp) and increasing kynurenine (Kyn). The CITN-04 clinical trial (NCT01961115) tested the safety and clinical activity of combination therapy with IDO1 inhibitor epacadostat (INCB024360) p...
- Climate & EnvironmentOpen access
Increased snow accumulation on the Antarctic Ice Sheet mitigated global sea level rise by ∼ 11 mm during 1901–2000 according to ice core reconstructions. However, in the most recent 40 years of more intense observation and warming, the trend in the Antarctic-wide accumulation rat...
- AI & ComputingOpen access
Introduction Phishing remains one of the most persistent and financially damaging threats facing modern organizations, with over 4.7 million incidents recorded in 2023 alone. Existing AI-based phishing detection frameworks are constrained by limited benchmarking scope, absent mod...
- Climate & EnvironmentOpen access
Abstract Effective wildfire impact assessment and post-fire management rely on burn-severity maps that accurately characterize fire effects on vegetation and soils. These maps inform time-sensitive activities such as post-fire flood and debris-flow modeling, risk mitigation for h...
- Physics & SpaceOpen access
Black holes and Abelian instantons
A bstract We argue that the electromagnetic θ -term is a physical parameter of the Standard Model coupled to gravity. Specifically, in the context of 4-dimensional Einstein-Maxwell theory we show that there exist Euclidean field configurations that have finite action, are asympto...
- Materials & EnergyOpen access
Topology-enforced synthesis of atomically precise silver nanoclusters in 3D DNA lattices
DNA nanotechnology leverages the molecular design resolution of the DNA double helix to fold and tile matter into designer architectures. Recent advances in bioinorganic chemistry have exploited DNA/Ag + affinity to carry out the templated reduction of silver nanoclusters. Here,...
- Health & Medicine
The ISHLT Consensus document for the selection of lung transplant candidates recommends frailty assessment as part of a comprehensive candidacy evaluation. Missing from this and other recent consensus documents were practical recommendations on which frailty measures to consider...
- AI & ComputingOpen access
Efficient Extraction for Effectful E-graphs
E-Graphs have enabled recent advances in program optimization, synthesis, and verification, yet remain difficult to apply to effectful programs whose memory and I/O operations must respect execution order. Existing effect-aware extraction algorithms rely on integer linear program...
- Climate & EnvironmentOpen access
Stratosphere–troposphere exchange (STE) governs the transport of air mass and chemical constituents, including ozone, across the tropopause and therefore plays an important role in coupling the stratosphere and troposphere. While the annual-mean STE has been well characterized, i...