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1.
Proc Natl Acad Sci U S A ; 121(7): e2318731121, 2024 Feb 13.
Artigo em Inglês | MEDLINE | ID: mdl-38315841

RESUMO

Capturing rare yet pivotal events poses a significant challenge for molecular simulations. Path sampling provides a unique approach to tackle this issue without altering the potential energy landscape or dynamics, enabling recovery of both thermodynamic and kinetic information. However, despite its exponential acceleration compared to standard molecular dynamics, generating numerous trajectories can still require a long time. By harnessing our recent algorithmic innovations-particularly subtrajectory moves with high acceptance, coupled with asynchronous replica exchange featuring infinite swaps-we establish a highly parallelizable and rapidly converging path sampling protocol, compatible with diverse high-performance computing architectures. We demonstrate our approach on the liquid-vapor phase transition in superheated water, the unfolding of the chignolin protein, and water dissociation. The latter, performed at the ab initio level, achieves comparable statistical accuracy within days, in contrast to a previous study requiring over a year.

2.
Proc Natl Acad Sci U S A ; 120(42): e2309688120, 2023 10 17.
Artigo em Inglês | MEDLINE | ID: mdl-37819984

RESUMO

Whether supervised or unsupervised, human and machine learning is usually characterized as event-based. However, learning may also proceed by systems alignment in which mappings are inferred between entire systems, such as visual and linguistic systems. Systems alignment is possible because items that share similar visual contexts, such as a car and a truck, will also tend to share similar linguistic contexts. Because of the mirrored similarity relationships across systems, the visual and linguistic systems can be aligned at some later time absent either input. In a series of simulation studies, we considered whether children's early concepts support systems alignment. We found that children's early concepts are close to optimal for inferring novel concepts through systems alignment, enabling agents to correctly infer more than 85% of visual-word mappings absent supervision. One possible explanation for why children's early concepts support systems alignment is that they are distinguished structurally by their dense semantic neighborhoods. Artificial agents using these structural features to select concepts proved highly effective, both in environments mirroring children's conceptual world and those that exclude the concepts that children commonly acquire. For children, systems alignment and event-based learning likely complement one another. Likewise, artificial systems can benefit from incorporating these developmental principles.


Assuntos
Linguística , Semântica , Humanos , Criança , Simulação por Computador , Características de Residência
3.
Proc Natl Acad Sci U S A ; 120(29): e2221249120, 2023 Jul 18.
Artigo em Inglês | MEDLINE | ID: mdl-37410813

RESUMO

Asynchronous skeletal muscle degeneration/regeneration is a hallmark feature of Duchenne muscular dystrophy (DMD); however, traditional -omics technologies that lack spatial context make it difficult to study the biological mechanisms of how asynchronous regeneration contributes to disease progression. Here, using the severely dystrophic D2-mdx mouse model, we generated a high-resolution cellular and molecular spatial atlas of dystrophic muscle by integrating spatial transcriptomics and single-cell RNAseq datasets. Unbiased clustering revealed nonuniform distribution of unique cell populations throughout D2-mdx muscle that were associated with multiple regenerative timepoints, demonstrating that this model faithfully recapitulates the asynchronous regeneration observed in human DMD muscle. By probing spatiotemporal gene expression signatures, we found that propagation of inflammatory and fibrotic signals from locally damaged areas contributes to widespread pathology and that querying expression signatures within discrete microenvironments can identify targetable pathways for DMD therapy. Overall, this spatial atlas of dystrophic muscle provides a valuable resource for studying DMD disease biology and therapeutic target discovery.


Assuntos
Músculo Esquelético , Distrofia Muscular de Duchenne , Animais , Camundongos , Humanos , Músculo Esquelético/metabolismo , Camundongos Endogâmicos mdx , Distrofia Muscular de Duchenne/metabolismo , Progressão da Doença , Modelos Animais de Doenças
4.
Proc Natl Acad Sci U S A ; 119(44): e2123427119, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-36279474

RESUMO

Sleep is assumed to be a unitary, global state in humans and most other animals that is coordinated by executive centers in the brain stem, hypothalamus, and basal forebrain. However, the common observation of unihemispheric sleep in birds and marine mammals, as well as the recently discovered nonpathological regional sleep in rodents, calls into question whether the whole human brain might also typically exhibit different states between brain areas at the same time. We analyzed sleep states independently from simultaneously recorded hippocampal depth electrodes and cortical scalp electrodes in eight human subjects who were implanted with depth electrodes for pharmacologically intractable epilepsy evaluation. We found that the neocortex and hippocampus could be in nonsimultaneous states, on average, one-third of the night and that the hippocampus often led in asynchronous state transitions. Nonsimultaneous bout lengths varied from 30 s to over 30 min. These results call into question the conclusions of studies, across phylogeny, that measure only surface cortical state but seek to assess the functions and drivers of sleep states throughout the brain.


Assuntos
Neocórtex , Animais , Humanos , Sono , Hipocampo , Eletrodos , Aves , Eletroencefalografia/métodos , Mamíferos
5.
Proteins ; 92(9): 1113-1126, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-38687146

RESUMO

An explicit analytic solution is given for the Langevin equation applied to the Gaussian Network Model of a protein subjected to both a random and a deterministic periodic force. Synchronous and asynchronous components of time correlation functions are derived and an expression for phase differences in the time correlations of residue pairs is obtained. The synchronous component enables the determination of dynamic communities within the protein structure. The asynchronous component reveals causality, where the time correlation function between residues i and j differs depending on whether i is observed before j or vice versa, resulting in directional information flow. Driver and driven residues in the allosteric process of cyclophilin A and human NAD-dependent isocitrate dehydrogenase are determined by a perturbation-scanning technique. Factors affecting phase differences between fluctuations of residues, such as network topology, connectivity, and residue centrality, are identified. Within the constraints of the isotropic Gaussian Network Model, our results show that asynchronicity increases with viscosity and distance between residues, decreases with increasing connectivity, and decreases with increasing levels of eigenvector centrality.


Assuntos
Ciclofilina A , Humanos , Ciclofilina A/química , Ciclofilina A/metabolismo , Isocitrato Desidrogenase/química , Isocitrato Desidrogenase/metabolismo , Isocitrato Desidrogenase/genética , Regulação Alostérica , Proteínas/química , Proteínas/metabolismo , Modelos Moleculares , Conformação Proteica , Distribuição Normal
6.
Chemistry ; : e202401163, 2024 Jul 02.
Artigo em Inglês | MEDLINE | ID: mdl-38953593

RESUMO

This paper presents the synthesis and characterization of a series of novel monomeric aqua-ligated iron(III) complexes, [FeIII(L5R)(OH2)]2+ (R=OMe, H, Cl, NO2), supported by an amide-containing pentadentate N5 donor ligand, L5R [HL5R=2-(((1-methyl-1H-imidazol-2-yl)methyl)(pyridin-2-yl-methyl)amino)-N-(5-R-quinolin-8-yl)acetamide]. The complexes were characterized by various spectroscopic and analytical techniques, including electrochemistry and magnetic measurements. The Fe(III)-hydroxo complexes, [FeIII(L5R)(OH)]1+, were generated in situ by deprotonating the corresponding aqua complexes in a pH ~7 aqueous medium. In another way, adding one equivalent of a base to a methanolic solution of the Fe(III)-aqua complexes also produced the Fe(III)-hydroxo complexes. The study uses linoleic fatty acid as a substrate to explore the hydrogen atom abstraction (HAA) reactivity of both hydroxo and aqua complexes. The investigation highlights the substitution effect of the L5R ligand on reactivity, revealing a higher rate when an electron-withdrawing group is present. Hammett analyses and(or) determination of the asynchronicity factor (η) suggest an oxidative asynchronous concerted proton-electron transfer (CPET) pathway for the HAA reactions. Aqua complexes exhibited a higher asynchronicity in CPET, resulting in higher reaction rates than their hydroxo analogs. Overall, the work provides insights into the beneficial role of a higher imbalance in electron-transfer-proton-transfer (ET-PT) contributions in HAA reactivity.

7.
J Gen Intern Med ; 39(Suppl 1): 97-105, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38252250

RESUMO

BACKGROUND: Innovative technology can enhance patient access to healthcare but must be successfully implemented to be effective. OBJECTIVE: We evaluated Department of Veterans Affairs' (VA's) implementation of My VA Images, a direct-to-patient asynchronous teledermatology mobile application enabling established dermatology patients to receive follow-up care remotely instead of in-person. DESIGN /PARTICIPANTS/APPROACH: Following pilot testing at 3 facilities, the app was introduced to 28 facilities (4 groups of 7) every 3 months using a stepped-wedge cluster-randomized design. Using the Organizational Theory of Implementation Effectiveness, we examined the app's implementation using qualitative and quantitative data consisting of encounter data from VA's corporate data warehouse; app usage from VA's Mobile Health database; bi-monthly reports from facility representatives; phone interviews with clinicians; and documented communications between the operational partner and facility staff. KEY RESULTS: Implementation policies and practices included VA's vision to expand home telehealth and marketing/communication strategies. The COVID-19 pandemic dominated the implementation climate by stressing staffing, introducing competing demands, and influencing stakeholder attitudes to the app, including its fit to their values. These factors were associated with mixed implementation effectiveness, defined as high quality consistent use. Nineteen of 31 exposed facilities prepared to use the app; 10 facilities used it for actual patient care, 7 as originally intended. Residents, nurse practitioners, and physician assistants were more likely than attendings to use the app. Facilities exposed to the app pre-pandemic were more likely to use and sustain the new process. CONCLUSIONS: Considerable heterogeneity existed in implementing mobile teledermatology, despite VA's common mission, integrated healthcare system, and stakeholders' broad interest. Identifying opportunities to target favorable facilities and user groups (such as teaching facilities and physician extenders, respectively) while addressing internal implementation barriers including incomplete integration with the electronic health record as well as inadequate staffing may help optimize the initial impact of direct-to-patient telehealth. The COVID pandemic was a notable extrinsic barrier. CLINICAL TRIALS REGISTRATION: NCT03241589.


Assuntos
COVID-19 , Aplicativos Móveis , Telemedicina , Humanos , Pandemias
8.
Acta Anaesthesiol Scand ; 68(7): 923-931, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38686931

RESUMO

BACKGROUND: Digital modalities which enable asynchronous learning, such as audio podcasts and videos demonstrating procedures, may benefit acquisition and retention of knowledge and clinical skills. The main objective of this nationwide cross-sectional survey study was to evaluate key aspects and factors related to usage of audio podcasts and procedural videos in anaesthesiology and intensive care. METHODS: A 20-item multiple-choice-question online survey was created through a consensus process including pilot testing among residents and consultants. Data were collected over a 3-month period, September-November 2023. RESULTS: The survey was completed by 466 anaesthetists. More than a third reported using procedural videos ≥1 time per week, whereas fewer than one in four participants used audio podcasts at least once per week. Multivariable logistic regression analysis showed that working at a university hospital, male sex, and younger age were independently associated with podcast use ≥1 time per week, with the highest odds ratio (OR) for younger age (<40 years vs. ≥40 years old; OR 5.86 (95% confidence interval 3.55-9.67), p < .001). Younger age was also significantly associated with higher frequency of video use (OR 1.71 (1.13-2.58), p = .011), while working predominantly in intensive care was associated with a lower frequency of video use. Podcasts were often used during commuting (42.3%), household work (30.7%), and exercise (24.9%), indicating a role in multi-tasking. Approximately half of respondents expressed that audio podcast-based learning has a moderate to very large positive impact on acquisition of theoretical knowledge, as well as practical skills. A vast majority, 85.2%, reported that procedural videos have a moderate to very large impact on development of clinical skills. CONCLUSION: Audio podcasts and procedural videos are appreciated tools with potential to supplement more traditional didactic techniques in anaesthesiology and intensive care. Procedural video use is common, with perceived large effects on development of clinical skills. Further data are needed to fully understand learning outcomes, quality of peer-review processes, and potential sex-differences.


Assuntos
Anestesiologia , Cuidados Críticos , Gravação em Vídeo , Webcasts como Assunto , Humanos , Masculino , Feminino , Anestesiologia/educação , Suécia , Estudos Transversais , Adulto , Pessoa de Meia-Idade , Inquéritos e Questionários , Anestesistas/estatística & dados numéricos , Competência Clínica/estatística & dados numéricos
9.
Matern Child Health J ; 28(3): 391-399, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38280150

RESUMO

INTRODUCTION: The Child and Adult Care Food Program (CACFP) provides reimbursement for meals and snacks offered in participating centers and issues nutrition standards, including guidelines for feeding infants in childcare settings. Offering training to childcare providers participating in the CACFP is necessary to ensure compliance with nutrition standards in childcare settings. METHODS: A State Department of Education and University Extension system collaborated to develop an online nutrition training course for childcare providers. Providers (n = 57) participated in the course on CACFP nutrition standards related to feeding infants (0-12 months of age). Thirty-two of 57 participants completed both pre- and post-training surveys that were used to assess changes in knowledge and confidence concerning infant feeding standards. Paired t-tests and Wilcoxon signed-rank tests were conducted to assess differences in survey responses before and after the course. RESULTS: Self-confidence and knowledge of providers related to infant feeding were significantly increased after completion of the training course (p < 0.001). More participants reported their sites were likely to respond to infants showing they were hungry or full than before the course (44.4% vs. 75.7%, respectively). Participant feedback indicated the online asynchronous course was convenient, useful, and topics were relevant to training needs. DISCUSSION: The online course was feasible and effective for providing training on CACFP guidelines for childcare providers. Feedback from participants can be adapted and used for future training programs to further improve the course and delivery methods and efficiently reach a broad audience of childcare providers.


Assuntos
Cuidado da Criança , Creches , Criança , Lactente , Adulto , Humanos , Estado Nutricional , Refeições , Cuidado do Lactente , Política Nutricional
10.
J Med Internet Res ; 26: e48092, 2024 Jun 04.
Artigo em Inglês | MEDLINE | ID: mdl-38833695

RESUMO

BACKGROUND: Asynchronous outpatient patient-to-provider communication is expanding in UK health care, requiring evaluation. During the pandemic, Aberdeen Royal Infirmary in Scotland expanded its outpatient asynchronous consultation service from dermatology (deployed in May 2020) to gastroenterology and pain management clinics. OBJECTIVE: We conducted a mixed methods study using staff, patient, and public perspectives and National Health Service (NHS) numerical data to obtain a rounded picture of innovation as it happened. METHODS: Focus groups (3 web-based and 1 face-to-face; n=22) assessed public readiness for this service, and 14 interviews with staff focused on service design and delivery. The service's effects were examined using NHS Grampian service use data, a patient satisfaction survey (n=66), and 6 follow-up patient interviews. Survey responses were descriptively analyzed. Demographics, acceptability, nonattendance rates, and appointment outcomes of users were compared across levels of area deprivation in which they live and medical specialties. Interviews and focus groups underwent theory-informed thematic analysis. RESULTS: Staff anticipated a simple technical system transfer from dermatology to other receptive medical specialties, but despite a favorable setting and organizational assistance, it was complicated. Key implementation difficulties included pandemic-induced technical integration delays, misalignment with existing administrative processes, and discontinuity in project management. The pain management clinic began asynchronous consultations (digital appointments) in December 2021, followed by the gastroenterology clinic in February 2022. Staff quickly learned how to explain and use this service. It was thought to function better for pain management as it fitted preexisting practices. From May to September 2022, the dermatology (adult and pediatric), gastroenterology, and pain management clinics offered 1709 appointments to a range of patients (n=1417). Digital appointments reduced travel by an estimated 44,712 miles (~71,956.81 km) compared to the face-to-face mode. The deprivation profile of people who chose to use this service closely mirrored that of NHS Grampian's population overall. There was no evidence that deprivation impacted whether digital appointment users subsequently received treatment. Only 18% (12/66) of survey respondents were unhappy or very unhappy with being offered a digital appointment. The benefits mentioned included better access, convenience, decreased travel and waiting time, information sharing, and clinical flexibility. Overall, patients, the public, and staff recognized its potential as an NHS service but highlighted informed choice and flexibility. Better communication-including the use of the term assessment instead of appointment-may increase patient acceptance. CONCLUSIONS: Asynchronous pain management and gastroenterology consultations are viable and acceptable. Implementing this service is easiest when existing administrative processes face minimal disruption, although continuous support is needed. This study can inform practical strategies for supporting staff in adopting asynchronous consultations (eg, preparing for nonlinearity and addressing task issues). Patients need clear explanations and access to technical support, along with varied consultation options, to ensure digital inclusion.


Assuntos
Grupos Focais , Satisfação do Paciente , Humanos , Escócia , Masculino , Adulto , Feminino , Satisfação do Paciente/estatística & dados numéricos , Encaminhamento e Consulta/estatística & dados numéricos , Pessoa de Meia-Idade , Internet , Medicina Estatal , COVID-19 , Dermatologia/métodos , Dermatologia/estatística & dados numéricos , Assistência Ambulatorial/estatística & dados numéricos , Assistência Ambulatorial/métodos , Manejo da Dor/métodos , Manejo da Dor/estatística & dados numéricos , Gastroenterologia/estatística & dados numéricos , Gastroenterologia/métodos , Idoso
11.
J Med Internet Res ; 26: e59066, 2024 Aug 06.
Artigo em Inglês | MEDLINE | ID: mdl-39106486

RESUMO

The value and methods of online learning have changed tremendously over the last 25 years. The goal of this paper is to review a quarter-century of experience with online learning by the author in the field of biomedical and health informatics, describing the learners served and the lessons learned. The author details the history of the decision to pursue online education in informatics, describing the approaches taken as educational technology evolved over time. A large number of learners have been served, and the online learning approach has been well-received, with many lessons learned to optimize the educational experience. Online education in biomedical and health informatics has provided a scalable and exemplary approach to learning in this field.


Assuntos
Informática Médica , Humanos , Informática Médica/educação , Internet , Educação a Distância/métodos , História do Século XX , História do Século XXI , Aprendizagem
12.
Adv Physiol Educ ; 48(3): 593-602, 2024 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-38813606

RESUMO

With the rise of online instruction, a better understanding of the factors that contribute to belonging and motivation in these contexts is essential to creating optimal learning environments. Although group work is known to be beneficial to student success, few studies have investigated its role in the context of asynchronous online courses. The present study addresses this gap through a survey of 146 undergraduate students in an asynchronous online physiology lab over two semesters, one with required group work and one without group work. Students were surveyed to evaluate the influence of group work on their motivation and sense of belonging, as well as their perceptions of inclusive and exclusive features of the course. Students assigned to groups had a higher sense of belonging (P = 0.006) and beliefs about their competence (P = 0.002) and perceived lower effort and psychological costs associated with the course (P = 0.04 and 0.04, respectively) compared to students not assigned to groups. Students assigned to groups reported that peer interactions made them feel included in the course (70% of coded responses) while those not assigned to groups valued instructor interactions (51% of coded responses) as inclusive. Negative peer interactions were commonly reported as exclusive by students assigned to groups (28% of coded responses) while a lack of peer interactions (23% of coded responses) made students not assigned to groups feel excluded. These data indicate that assigning groups in asynchronous online courses is an effective way to increase student motivation and perceptions of belonging.NEW & NOTEWORTHY This study explores the effect of assigned group work in an asynchronous online physiology laboratory course on student motivation and belonging. Students' perceptions of belonging and competence-related beliefs were higher, and effort and psychological costs were lower, when assigned to groups compared to students not assigned to groups. Students assigned to groups noted peer interactions as the most inclusive aspect of the course, whereas instructor interactions were noted as inclusive by those not assigned group work.


Assuntos
Motivação , Fisiologia , Humanos , Fisiologia/educação , Feminino , Masculino , Adulto Jovem , Educação a Distância/métodos , Estudantes/psicologia , Inquéritos e Questionários , Laboratórios , Percepção , Adulto , Processos Grupais
13.
Adv Physiol Educ ; 48(2): 254-259, 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38328812

RESUMO

In response to COVID-19, educators rapidly pivoted to new and innovative ways of delivering lecture material. The ability to host synchronous lectures on platforms like Zoom gave students continued access to classroom material in the face of an ongoing pandemic. The purpose of this study was to investigate the differences in exam scores between students attending a physiology class (PHSL3051) synchronously via Zoom or asynchronously by viewing recorded lectures posted after class. Students in PHSL3051 were evaluated with four unit exams and one cumulative final exam. Although pooled analysis of all students showed that synchronous lecture viewing positively predicted exam scores, this positive association was even larger when the data were analyzed by gender and ethnicity. For female-identified students and students of color (SOC), attending lectures synchronously was associated with average scores on every unit exam that were higher by 2.7-7.4 percentage points. Moreover, the greater a student's synchronous participation in the course throughout the semester, the better that student's performance on the cumulative final exam was likely to be. These data highlight the need to better understand how different groups of undergraduate students select and respond to different assessment methods used in the same course, which may have long-term effects on their overall performance at 4-year institutions.NEW & NOTEWORTHY This study examined the relationship between lecture attendance (synchronous or asynchronous) and exam scores throughout the semester. Although everyone in the course benefited from synchronous lecture attendance, our data indicated that students of color (SOC) and female-identified students benefited most. SOC and female-identified students who participated synchronously had even higher mean scores on all exams within the course compared with SOC and female-identified students who participated asynchronously by watching recordings of the same lectures.


Assuntos
COVID-19 , Currículo , Humanos , Feminino , Estudantes
14.
BMC Med Educ ; 24(1): 244, 2024 Mar 06.
Artigo em Inglês | MEDLINE | ID: mdl-38448906

RESUMO

BACKGROUND: The systems approach has been used to evaluate higher education and explores inputs, transformation process, and outputs of a system that is also influenced by environmental factors such as COVID-19. The COVID-19 pandemic shifted many college students to different learning modes, changing their university experience. This study evaluated dietetics students' education experiences and characteristics in the latter period (spring 2022) of the COVID-19 pandemic using the systems approach. METHODS: Researchers developed and distributed an electronic survey to all 215 US-based Didactic Program in Dietetics (DPD) directors during March to May 2022 to forward to their students. Researchers calculated descriptive statistics for variables related to inputs, transformation process, and outputs in the systems approach. RESULTS: Respondents (n = 341) represented 51 DPDs in 31 states in the United States. Overall, DPD students (88.5%) were mostly or very satisfied with their choice of majoring in dietetics. Most (84.0%) planned to earn the RDN credential. Nearly half (46.9%) of DPD students were somewhat or extremely concerned about their readiness to continue their dietetics education path due to the pandemic-related learning conditions. Most students (43.6%) reported dissatisfaction with asynchronous remote instruction in laboratory courses. DPD students' GPAs remained consistent within the range of 3.75-4.0 from Fall 2019 (43.2%) to Spring 2022 (44.5%). The most important expectations of professors moving forward were to communicate effectively (97.3%), employ cultural humility (93.8%), eliminate discrimination in the classroom (93.6%), provide lecture slides (89.7%), and be flexible and accommodating (88.7%). CONCLUSIONS: DPD students emerged from COVID-19 with new perspectives and expectations for their university learning experience. Future research should explore the perspectives of DI directors, preceptors, and employers of COVID-19 era DPD graduates.


Assuntos
COVID-19 , Dietética , Humanos , Pandemias , Motivação , Estudantes , COVID-19/epidemiologia
15.
Sensors (Basel) ; 24(9)2024 Apr 29.
Artigo em Inglês | MEDLINE | ID: mdl-38732951

RESUMO

Industrial process monitoring is a critical application of multivariate time-series (MTS) anomaly detection, especially crucial for safety-critical systems such as nuclear power plants (NPPs). However, some current data-driven process monitoring approaches may not fully capitalize on the temporal-spatial correlations inherent in operational MTS data. Particularly, asynchronous time-lagged correlations may exist among variables in actual NPPs, which further complicates this challenge. In this work, a reconstruction-based MTS anomaly detection approach based on a temporal-spatial transformer is proposed. It employs a two-stage temporal-spatial attention mechanism combined with a multi-scale strategy to learn the dependencies within normal operational data at various scales, thereby facilitating the extraction of temporal-spatial correlations from asynchronous MTS. Experiments on simulated datasets and real NPP datasets demonstrate that the proposed model possesses stronger feature learning capabilities, as evidenced by its improved performance in signal reconstruction and anomaly detection for asynchronous MTS data. Moreover, the proposed TS-Trans model enables earlier detection of anomalous events, which holds significant importance for enhancing operational safety and reducing potential losses in NPPs.

16.
Sensors (Basel) ; 24(2)2024 Jan 05.
Artigo em Inglês | MEDLINE | ID: mdl-38257429

RESUMO

In this study, we investigate event-triggered distributed fusion estimation for asynchronous Markov jump systems subject to correlated noises and fading measurements. The measurement noises are interrelated, and they are simultaneously coupled with the system noise. The sensor samples measurements uniformly, and the sampling rates of the sensors are different. First, the asynchronous system is synchronized at state update points; then, the local filter is obtained. Furthermore, a variance-based event-triggered strategy is introduced between the local estimator and the fusion center to decrease the energy consumption of network communication. Then, a distributed fusion estimation algorithm is proposed using a matrix-weighted fusion criterion. Finally, the effectiveness of the algorithm is verified using computer simulations.

17.
Telemed J E Health ; 30(1): 204-213, 2024 01.
Artigo em Inglês | MEDLINE | ID: mdl-37358607

RESUMO

Background: Implementation of teledermatology for assessing dermatitis patients provides comparable diagnostic and management outcomes to in-person visits, but studies on consumer to physician asynchronous teledermatology (eDerm) consults submitted by patients in large dermatitis cohorts are limited. The objective of this study was to retrospectively assess associations of eDerm consults with diagnostic accuracy, management, and follow-up in a large cohort of dermatitis patients. Methods: One thousand forty-five eDerm encounters between April 1, 2020, and October 29, 2021, recorded in the University of Pittsburgh Medical Center Health System Epic electronic medical record were reviewed. Descriptive statistics and concordance were analyzed using chi-square. Results: Asynchronous teledermatology modified/changed treatment in 97.6% of cases and had the same diagnosis between teledermatology and in-person follow-up in 78.3% of cases. Patients following up in the time line requested were more likely to follow-up in person (61.2% vs. 43.8%) than those who did not. Patients with intertriginous dermatitis (p = 0.003), preexisting conditions (p = 0.002), who required follow-ups (<0.0001), and moderate-high severity scores of 4-7 (p = 0.019) were more likely to follow up in the time line requested. Limitations: Lack of similar in-person visit data did not allow us to compare descriptive and concordance data between eDerm and clinic visits. Conclusions: eDerm offers a quick accessible solution to provide comparable dermatologic care for patients with dermatitis.


Assuntos
Dermatite , Dermatologia , Dermatopatias , Telemedicina , Humanos , Dermatopatias/diagnóstico , Dermatopatias/terapia , Estudos Retrospectivos , Dermatite/diagnóstico , Encaminhamento e Consulta
18.
Telemed J E Health ; 30(7): 1842-1847, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38527283

RESUMO

Introduction: Interprofessional consultations ("eConsults"), which facilitate asynchronous specialist consultations, remain understudied in neurological disorders. We aimed to describe the patient population receiving eConsult services for neurological disorders nationwide and to conduct a comparative analysis between rural and urban patients within this eConsult cohort. Methods: We analyzed a dataset of U.S. outpatient claims from employer-sponsored commercial and Medicare plans. Using standardized mean differences, we compared clinical and sociodemographic patient characteristics between urban and rural patients within the eConsult group. Results: We identified 1,374 patients who had an eConsult order for a neurological disorder. Overall eConsult volume increased by 548.5% between 2019 and 2021. A majority of the cohort were aged 65 years or older (23.7%), had an eConsult order in 2021 (52.4%), and live in an urban area (90.4%). The primary diagnosis for our cohort was likely to be a sleep-wake disorder (21.9%), cerebrovascular disease (14.3%), neurological sign or symptom (14.2%), or headache (13.7%). In the secondary analysis, rural eConsult patients exhibited higher rates of primary diagnoses for traumatic brain injury, neuroophthalmic disorders, or neuropathy than their urban counterparts. Discussion: In this national sample of commercially insured patients, the utilization of eConsults for neurological conditions increased nationwide since 2019, especially for patients living in rural areas.


Assuntos
Doenças do Sistema Nervoso , População Rural , Humanos , Estados Unidos , Feminino , Masculino , Idoso , Pessoa de Meia-Idade , População Rural/estatística & dados numéricos , Adulto , População Urbana/estatística & dados numéricos , Telemedicina/estatística & dados numéricos , Adulto Jovem , Pacientes Ambulatoriais/estatística & dados numéricos , Adolescente
19.
J Cancer Educ ; 39(2): 106-110, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37950134

RESUMO

Asynchronous learning continues to gain popularity in medical education. One medium to facilitate asynchronous learning is the podcast. Currently, there are a limited number of hematology/oncology (H/O) podcasts geared towards residents and fellows ("trainees"). To address this need, we created a series of podcasts covering fundamental H/O topics for H/O fellows and internal medicine residents rotating on H/O services. We evaluate the effectiveness of this approach in this pilot study. Between September 2022 and February 2023, residents received recommended episodes via email prior to their rotation. Following their rotation, they received a survey. H/O fellows were encouraged to listen to any available episodes during the study period, after which they also received a survey. The survey collected baseline user information and included a 5-point Likert scale to determine if the podcast episodes were effective educational tools. Summary description was performed by the authors. In total 7 internal medicine residents (27 eligible) and 13 H/O fellows (18 eligible) completed the survey, for a total group of 20 respondents. The trainees found that the podcast helped with inpatient and outpatient management, was clinically relevant, and helped with clinical decision-making. They also agreed that the fundamentals of H/O are amenable to the podcast platform and are likely to continue to use podcasts as learning tools in H/O. This pilot study suggests that podcasts are an effective supplemental learning tool for the fundamentals of H/O in graduate medical education. The use of podcasts as educational tools should be encouraged for trainees.


Assuntos
Educação Médica , Hematologia , Humanos , Projetos Piloto , Educação de Pós-Graduação em Medicina , Oncologia , Inquéritos e Questionários
20.
Arch Orthop Trauma Surg ; 144(2): 559-566, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-37812269

RESUMO

INTRODUCTION: Evidence exists on clinical benefits of synchronous and asynchronous telerehabilitation for patients with non-specific neck pain (NSNP); however, limited studies are comparing synchronous and asynchronous telerehabilitation (TR) programs in this population. The aim of this study was to estimate the relative effectiveness of an 8-week synchronous or asynchronous TR in improving pain, functional disability, kinesiophobia, and mobility in patients with NSNP. MATERIALS AND METHODS: This was a randomized, controlled clinical trial carried out on 60 individuals with NSNP. Participants were randomly assigned to synchronous TR group (n = 30) or asynchronous TR group (n = 30) that received the same exercise program for 8 weeks. Pain measured by Numeric Pain Rating Scale (NPRS), disability measured by Neck Disability Index (NDI), kinesiophobia measured by Tampa Scale of Kinesiophobia (TSK), and cervical range of motion were used as outcome measures. Assessments were performed at baseline, 4th week, 8th week, and 16th week. RESULTS: The analysis showed a significant effect of time and significant interaction between group and time in NPRS, NDI, TSK, and cervical mobility scores (p < 0.05), yet the group effect was not significant (p > 0.05). There were no significant differences between the groups at all time points (p > 0.05) except for cervical right lateral flexion at 8th week (p = 0.036). CONCLUSION: Telerehabilitation technologies are expanding at a rapid rate, and it is essential to understand the outcomes produced using these technologies in health conditions. This study showed that synchronous and asynchronous telerehabilitation produces similar results in patients with NSNP, supporting that either method can be used interchangeably.


Assuntos
Cervicalgia , Telerreabilitação , Humanos , Exercício Físico , Avaliação de Resultados em Cuidados de Saúde , Terapia por Exercício/métodos
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