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Item Metadata only Adaptive Elastic Net on High-Dimensional Sparse Data with Multicollinearity: Application to Lipomatous Tumor Classification(2024-01-01) Sudjai N.; Duangsaphon M.; Chandhanayingyong C.; Sudjai N.; Mahidol UniversityPredictive models can experience instabilities because of the combination of high-dimensional sparse data and multicollinearity problems. The adaptive Least Absolute Shrinkage and Selection Operator (adaptive Lasso) and adaptive elastic net were... developed using the adaptive weight on penalty term. These adaptive weights are related to the power order of the estimators. Therefore, we concentrate on the power of adaptive weight on these penalty functions. This study purposed to comparePublication Metadata only Complete-proteome mapping of human influenza A adaptive mutations: Implications for human transmissibility of zoonotic strains(2010-02-03) Olivo Miotto; A. T. Heiny; Randy Albrecht; Adolfo García-Sastre; Tin Wee Tan; J. Thomas August; Vladimir Brusic; University of Oxford; Mahidol University; Yong Loo Lin School of Medicine; Icahn School of Medicine at Mount Sinai; The Johns Hopkins School of Medicine; Dana-Farber Cancer Instituteadaptive mutations. We performed a large-scale comparative analysis of proteins from avian and human strains, to produce a catalogue of mutations associated with H2H transmissibility, and to detect their presence in avian isolates. Methodology/Principal... conserved mutations. The resulting catalogue comprises 68 characteristic sites in eight internal proteins. Subtype variability prevented the identification of adaptive mutations in the hemagglutinin and neuraminidase proteins. The high number of sitesItem Metadata only Adaptation to poststroke fatigue in stroke survivors and their care partners: a scoping review(2022-01-01) Teng C.H.; Phonyiam R.; Davis L.L.; Anderson R.A.; Mahidol UniversityPurpose: Fatigue is a long-term symptom for stroke survivors. This scoping review synthesized how survivors achieve fatigue adaptation. Methods: Four databases were searched for studies between 2012 and 2021. Qualitative studies or qualitative... findings from mixed-methods studies were included if they described survivors’ experiences with fatigue and/or care partners’ experiences in helping survivors adapt to fatigue. Studies were excluded if they were poster abstracts, reviews, or editorialsItem Metadata only Impact of the Power of Adaptive Weight on Penalized Logistic Regression: Application to Adipocytic Tumors Classification(2024-01-01) Sudjai N.; Duangsaphon M.; Chandhanayingyong C.; Sudjai N.; Mahidol UniversityIntroduction: MRI-based texture features in adipocytic tumors to serve as non-invasive predictive biomarkers that can provide precise outcomes for decision-making. Power of adaptive weight and the initial weight for the adaptive Lasso is one... of the important parameters. This study aimed to compare the impact of the initial weight together with the power of adaptive weight for this adaptive Lasso under high-dimensional sparse data with multicollinearity. Methods: All independent variables in the MontePublication Metadata only Prisoners of war — host adaptation and its constraints on virus evolution(2019-05-01) Peter Simmonds; Pakorn Aiewsakun; Aris Katzourakis; University of Oxford; Mahidol University; Nuffield Department of Clinical Medicineis best explained by a niche-filling model in which fitness optimization is rapidly achieved in their specific hosts. Whereas short-term substitution rates reflect the accumulation of tolerated sequence changes within adapted genomes, longer-term rates... increasingly resemble those of their hosts as the evolving niche moulds and effectively imprisons the virus in co-adapted virus–host relationships. Contrastingly, viruses that jump hosts undergo strong and stringent adaptive selection as they maximize their fitPublication Metadata only Evaluation of the multidimensional effects of adaptive seating interventions for young children with non-ambulatory cerebral palsy(2021-01-01) Rumrada Inthachom; Saipin Prasertsukdee; Stephen E. Ryan; Jaranit Kaewkungwal; Sivaporn Limpaninlachat; Faculty of Tropical Medicine, Mahidol University; Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Mahidol UniversityPurpose: To investigate the short-term effectiveness of the first adaptive seating system received by children with non-ambulatory cerebral palsy (CP) who are classified as level IV or V according to the Gross Motor Function Classification System... caregivers were also interviewed about their child’s activity and participation using the Paediatric Evaluation of Disability Inventory Computer–Adaptive Test in daily activity and social/cognitive domains and Family Impact of Assistive Technology ScaleItem Metadata only Psychosocial adaptation and influencing factors among patients with chemotherapy-induced peripheral neuropathy(2022-05-26) Zhou X.; Wang D.Y.; Ding C.Y.; Liu H.; Sun Z.Q.; Mahidol Universityadaptation to the disease and its influencing factor in patients with CIPN. METHODS A convenience sampling method was used to select 233 patients with CIPN in our hospital from February to August 2021. In addition, a cross-sectional survey was conducted using... a sociodemographic questionnaire, the Self-Report Psychosocial Adjustment to Illness Scale, and the European Organisation for the Research and Treatment of Cancer Quality of Life CIPN20 (QLQ-CIPN20). Factors influencing psychosocial adaptationPublication Metadata only The correlation between intimate relationship, self-disclosure, and adaptability among colorectal cancer enterostomy patients(2021-05-14) Xixi Du; Dongyang Wang; Huiyong Du; Qiyun Zou; Yan Jin; Mahidol University; Henan University; Henan Cancer Hospital; People's Hospital of Puyang CityABSTRACT: The postoperative physiological changes and psychological pressure of cancer patients affect the patient's adaptability to the disease, and thus affect the spousal intimate relationship. This study aimed to evaluate the correlation between... spousal intimate relationship, self-disclosure, and adaptability among colorectal cancer (CCI) patients with enteric stoma.This cross-sectional study selected patients with CCI in Henan Province from February 2018 to October 2020. The Marital AdjustmentPublication Metadata only The comparison of DNA quantity between full and half volume single cell whole genome amplification by linker-adapter PCR technique.(2013-11-01) Matchuporn Sukprasert; Sasivimol Rattanasiri; Kungpu Xu; Mahidol University; Weill Cornell Medical CollegePEP-PCR, DOP-PCR and linker-adapter PCR, but only the linker-adapter PCR is suitable for application in preimplantation genetic diagnostic screening because it provides the necessary rapid turnaround time. Evaluate the ability of linker-adapter WGA... of linker-adapter WGA method amplified DNA extracted from single cell fibroblast was comparable DNA yield and DNA fragmented length with the original method. We need further study extrapolate to evaluate the outcome.Publication Metadata only Thai version of the functional rating index for patients with back and neck pain: Part 1 cross-cultural adaptation, reliability and validity(2015-01-01) Wunpen Chansirinukor; Mahidol University© 2015, Medical Association of Thailand. All rights reserved. Objective: To conduct the cross-cultural adaptation of the Functional Rating Index (FRI) and to test the reliability and validity of the Thai version of FRI (Thai FRI). Material... and Method: The cross-cultural adaptation process was used to develop the Thai FRI. The two groups of patients comprised low back pain (LBP) and neck pain (NP). Each patient was asked to complete the questionnaires twice: at the first and second visits