A Clinical Validity-Preserving Machine Learning Approach for Behavioral Assessment of Autism Spectrum Disorder
Abstract
1660 8351
A Clinical Validity-Preserving Machine Learning Approach for Behavioral Assessment of Autism Spectrum Disorderby
Abstract
Autism spectrum disorder (ASD) is a neuropsychiatric disorder associated with critical challenges related to social, communication, and behavioral issues. Recent studies have proposed machine learning (ML) techniques for rapid and accurate assessment of ASD. However, the mismatch between the ML techniques and the clinical basis of ASD assessment reduces the effectiveness of ML-based assessment tools. The present study proposed an approach that utilized the potential of ML modeling and preserved the clinical relevan [...] 1660 8351 |
Successive Detection of Telomerase by IHC and Assessment of Telomere Length by Q-FISH in Paucicellular Cumulus Samples from Cumulus-Oocyte Complexes Obtained in Assisted Reproduction Programsby
Abstract
This paper suggests an approach for the use of a single paucicellular histological sample to investigate two characteristics indicative of the cell’s functional potential: 1) the content of telomerase reverse transcriptase (TERT) and 2) the telomere length. An algorithm has been suggested for the successive detection of the catalytic telomerase subunit with immunohistochemical staining and assessment of telomere length with Q-FISH on the same set of cells. The described approach uses three incontestable advantages [...] 1402 8344 |
Leveraging Existing Abilities in Dementia (LEAD™): Changing the Way Rehabilitation Professionals Care for Persons Living with DementiaAbstract
Latest estimates indicate that 5-7% of the population are living with Alzheimer’s disease and related dementias worldwide with a doubling in incidence expected every 20 years. Rehabilitation professionals are challenged with the complex needs of these patients. It is commonly thought that patients with dementia do not benefit from rehabilitation because of cognitive decline, behaviors, lack of communication, or difficulties in learning; however, current literature indicates this is not accurate. With proper knowled [...] 1474 8343 |
Comparative Analysis of Healthcare Waste Legislation: Alignment and Discrepancies between Federal, State, and Municipal Regulationsby
Abstract
The management of healthcare waste (HCW) presents a significant environmental and public health challenge, aggravated by gaps in current Brazilian federal regulations. This study provides a comprehensive analysis of specific state and municipal legislation on HCW, comparing it with ANVISA Resolution No. 222/2018 and CONAMA Resolution No. 358/2005 to ascertain whether local regulations enhance management practices and can act as supplementary instruments to federal guidelines. The methodology was structured into thr [...] 1719 8340 |
Classical and Non-Classical Neural CommunicationsAbstract
This review was constructed to show how the connectome has evolved in motor command systems from simple command elements to complex systems of neurons utilizing parallel distributed processing and the possibility of quantum entanglement between groups of neurons. Scientific and medical interest in neural pathways and their connections have driven neuroscience and brain research for many decades so that specific systems and their feedback loops have been considered in detail. We review motor command systems in inver [...] 1435 8338 |
Quantum and Component Analysis of P3a and P3b from Auditory Single Trial ERPs Differentiates Borderline Personality Disorder from SchizophreniaAbstract
Traditional approaches to EEG modelling use the methods of classical physics to reconstruct scalp potentials in terms of explicit physical models of cortical neuron ensembles. The principal difficulty with such approaches is that the multiplicity of cellular processes, with an intricate array of deterministic and random influencing factors, prevents the creation of consistent biophysical parameter sets. An original, empirically testable solution has been achieved in our previous studies by a radical departure from [...] 1410 8336 |
The Effect of the Addition of Titanium Dioxide on Silicone Self-Adhesive TapesAbstract
The investigation aimed to delve into the intricate relationship between the presence of titanium dioxide and the resulting alterations in the adhesive's behavior under different conditions. The focus extended beyond mere observation to understand how these additives interact with the adhesive matrix, potentially imparting beneficial attributes. Notably, the study delved into the optimization of thermal stability, the extension of the adhesive's functional lifespan, and the mitigation of shrinkage tendencies. This [...] 1406 8332 |
The Identification 5S nrDNA Unit Classes in Genera of Plants and Selected Non-Vertebrate Animals and Their Potential for the Study of Species RelationshipsAbstract
We have investigated the utility of the 5S nrDNA, a conserved, multicopy gene family organized into tandem repeats as a tool for genetic analyses in a wide variety of genera. Previous work in the Triticeae (Poaceae) demonstrated that the prior identification of unit classes based upon the 5S nrDNA NTS, greatly facilitates analysis. We investigated the potential of defining unit classes in other plant genera and several animal genera as a step towards future phylogenetic analyses. Our results demonstrate that in in [...] 1432 8312 |
Porto-Sinusoidal Vascular Disease with Obliterative Portal Venopathy Associated with Long-Term Azathioprine for Crohn’s DiseaseAbstract
Patients receiving immunosuppressive therapy for inflammatory bowel disease may be susceptible to non-cirrhotic portal hypertension, now referred to as porto-sinusoidal vascular disease. Here we describe a patient treated with long-term azathioprine for Crohn’s disease who developed porto-sinusoidal vascular disease with obliterative portal venopathy without nodular regenerative hyperplasia on histology. Specific signs of portal hypertension were present, including porto-systemic collaterals on imaging. Histopathol [...] 1606 8288 |
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