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Showing results for lasso mueller
Your search for Lasse Mueller retrieved no results
A resample-replace lasso procedure for combining high-dimensional markers with limit of detection.
Wang J, Zhao Y, Tang LL, Mueller C, Li Q. Wang J, et al. J Appl Stat. 2021 Sep 22;49(16):4278-4293. doi: 10.1080/02664763.2021.1977785. eCollection 2022. J Appl Stat. 2021. PMID: 36353301 Free PMC article.
To handle these two challenges in combining high-dimensional biomarkers with the presence of LOD, we propose a resample-replace lasso procedure. We first impute the values below LOD and then use the graphical lasso method to estimate the means and precision matrices …
To handle these two challenges in combining high-dimensional biomarkers with the presence of LOD, we propose a resample-replace lasso …
Genome-Wide Mapping of Gene-Phenotype Relationships in Experimentally Evolved Populations.
Mueller LD, Phillips MA, Barter TT, Greenspan ZS, Rose MR. Mueller LD, et al. Mol Biol Evol. 2018 Aug 1;35(8):2085-2095. doi: 10.1093/molbev/msy113. Mol Biol Evol. 2018. PMID: 29860403
We tested, through computer simulations, the efficacy of a statistical learning technique called the "fused lasso additive model" (FLAM). We focused on the ability of FLAM to distinguish between genes which are differentiated and directly affect a phenotype from differenti …
We tested, through computer simulations, the efficacy of a statistical learning technique called the "fused lasso additive model" (FL …
The new LassoLoop360° technique for biomechanically superior tissue grip.
Müller S, Flury R, Zimmermann S, de Wild M, Fogerty S, Lafosse L, Bongiorno V, Rosso C. Müller S, et al. Knee Surg Sports Traumatol Arthrosc. 2019 Dec;27(12):3962-3969. doi: 10.1007/s00167-019-05604-1. Epub 2019 Jun 28. Knee Surg Sports Traumatol Arthrosc. 2019. PMID: 31254030
It was hypothesized, that the LL360 technique would show superior biomechanical response to cyclic loading and ultimate load-to-failure testing compared to the commonly used simple Lasso Loop (SLL). METHODS: Twenty-two porcine superficial flexor digitorum tendons were prep …
It was hypothesized, that the LL360 technique would show superior biomechanical response to cyclic loading and ultimate load-to-failure test …
Early standardized clinical judgement for syncope diagnosis in the emergency department.
du Fay de Lavallaz J, Badertscher P, Zimmermann T, Nestelberger T, Walter J, Strebel I, Coelho C, Miró Ò, Salgado E, Christ M, Geigy N, Cullen L, Than M, Javier Martin-Sanchez F, Di Somma S, Frank Peacock W, Morawiec B, Wussler D, Keller DI, Gualandro D, Michou E, Kühne M, Lohrmann J, Reichlin T, Mueller C; BASEL IX Investigators. du Fay de Lavallaz J, et al. J Intern Med. 2021 Sep;290(3):728-739. doi: 10.1111/joim.13269. Epub 2021 Mar 23. J Intern Med. 2021. PMID: 33755279 Free article.
Secondary aims included direct comparison with high-sensitivity cardiac troponin I (hs-cTnI) and B-type natriuretic peptide (BNP) concentrations and a Lasso regression to identify variables contributing most to ESCJ. ...
Secondary aims included direct comparison with high-sensitivity cardiac troponin I (hs-cTnI) and B-type natriuretic peptide (BNP) concentrat …
Predicting Functional Outcome Using 24-Hour Post-Treatment Characteristics: Application of Machine Learning Algorithms in the STRATIS Registry.
Castonguay AC, Zoghi Z, Zaidat OO, Burgess RE, Zaidi SF, Mueller-Kronast N, Liebeskind DS, Jumaa MA. Castonguay AC, et al. Ann Neurol. 2023 Jan;93(1):40-49. doi: 10.1002/ana.26528. Epub 2022 Oct 29. Ann Neurol. 2023. PMID: 36214566 Free PMC article.
METHODS: ML models, adaptive boost, random forest (RF), classification and regression trees (CART), C5.0 decision tree (C5.0), support vector machine (SVM), least absolute shrinkage and selection operator (LASSO), and logistic regression (LR), and traditional LR models wer …
METHODS: ML models, adaptive boost, random forest (RF), classification and regression trees (CART), C5.0 decision tree (C5.0), support vecto …
Building Bridges from Genome to Physiology Using Machine Learning and Drosophila Experimental Evolution.
Kezos JN, Barter TT, Phillips MA, Cabral LG, Greenspan ZS, Arnold KR, Azatian G, Buenrostro J, Bhangoo PS, Khong A, Reyes GT, Rahman A, Humphrey LA, Bradley TJ, Mueller LD, Rose MR. Kezos JN, et al. Physiol Biochem Zool. 2023 May-Jun;96(3):192-205. doi: 10.1086/724827. Epub 2023 May 12. Physiol Biochem Zool. 2023. PMID: 37278586
Drosophila experimental evolution has demonstrated that multiple phenotypes change because of the evolution of many loci across the genome, creating the scientific challenge of sifting out differentiated but noncausal loci for individual characters. The fused lasso additiv …
Drosophila experimental evolution has demonstrated that multiple phenotypes change because of the evolution of many loci across the genome, …
Patient and Operative Factors Predict Risk of Discretionary Prolonged Postoperative Mechanical Ventilation in a Broad Surgical Cohort.
Clark MG, Mueller DA, Dudaryk R, Li G, Freundlich RE. Clark MG, et al. Anesth Analg. 2023 Mar 1;136(3):524-531. doi: 10.1213/ANE.0000000000006205. Epub 2022 Oct 13. Anesth Analg. 2023. PMID: 36634028 Free PMC article.
Patients who arrived to the ICU intubated after surgery were identified as experiencing DPPMV. Selection of candidate risk factors was performed with LASSO-regularized logistic regression, and surviving variables were used to generate a multivariable logistic regression mo …
Patients who arrived to the ICU intubated after surgery were identified as experiencing DPPMV. Selection of candidate risk factors was perfo …
15 results