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Effects of reperfusion grade and reperfusion strategy on the clinical outcome: Insights from ESCAPE-NA1 trial.
Interv Neuroradiol
December 2024
Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada.
Article Synopsis
- The study assessed how the quality of reperfusion affects clinical and radiological outcomes in patients from the ESCAPE NA1 trial.
- Researchers analyzed different reperfusion patterns using the expanded Treatment in Cerebral Infarction (eTICI) Scale to compare patient outcomes, including rates of good or excellent clinical recovery, symptomatic hemorrhage, and death.
- Results showed that higher reperfusion grades were linked to better clinical outcomes and lower mortality rates, regardless of how many attempts were needed to achieve them, or the speed of reperfusion.
Establishing the Predictive Validity of the Assessment of Motor and Process Skills for Driving Performance Outcomes.
Am J Occup Ther
September 2024
Susan Touchinsky, OTR/L, SCDCM, CDRS, is Owner, Adaptive Mobility Services, LLC, Orwigsburg, PA.
Importance: Although the Assessment of Motor and Process Skills (AMPS) is an excellent tool for evaluating the functional performance of instrumental activities of daily living (IADLs), a limited number of studies have used the AMPS for decisions regarding the IADL of fitness to drive and community mobility.
Objective: To determine the specificity and sensitivity of the AMPS as a tool for determining a person's fitness to drive.
Design: Cross-sectional observational design.
A Bioinformatic Algorithm based on Pulmonary Endoarterial Biopsy for Targeted Pulmonary Arterial Hypertension Therapy.
Open Respir Med J
August 2023
Children's Heart Center Nevada, 3131 La Canada, Suite 230, Las Vegas, NV 89169, USA.
Background: Optimal pharmacological therapy for pulmonary arterial hypertension (PAH) remains unclear, as pathophysiological heterogeneity may affect therapeutic outcomes. A ranking methodology based on pulmonary vascular genetic expression analysis could assist in medication selection and potentially lead to improved prognosis.
Objective: To describe a bioinformatics approach for ranking currently approved pulmonary arterial antihypertensive agents based on gene expression data derived from percutaneous endoarterial biopsies in an animal model of pulmonary hypertension.
X-rays radiomics-based machine learning classification of atypical cartilaginous tumour and high-grade chondrosarcoma of long bones.
EBioMedicine
March 2024
IRCCS Istituto Ortopedico Galeazzi, Milan, Italy; Dipartimento di Scienze Biomediche per la Salute, Università degli Studi di Milano, Milan, Italy. Electronic address:
Background: Atypical cartilaginous tumour (ACT) and high-grade chondrosarcoma (CS) of long bones are respectively managed with active surveillance or curettage and wide resection. Our aim was to determine diagnostic performance of X-rays radiomics-based machine learning for classification of ACT and high-grade CS of long bones.
Methods: This retrospective, IRB-approved study included 150 patients with surgically treated and histology-proven lesions at two tertiary bone sarcoma centres.
Hilab System Device in an Oncological Hospital: A New Clinical Approach for Point of Care CBC Test, Supported by the Internet of Things and Machine Learning.
Diagnostics (Basel)
May 2023
Department of Research and Development, Hilab, Jose Altair Possebom, 800, Curitiba 81270-185, PR, Brazil.
The complete blood count (CBC) is a highly requested test that is generally restricted to centralized laboratories, which are limited by high cost, being maintenance-demanding, and requiring costly equipment. The Hilab System (HS) is a small, handheld hematological platform that uses microscopy and chromatography techniques, combined with machine learning (ML) and artificial intelligence (AI), to perform a CBC test. This platform uses ML and AI techniques to add higher accuracy and reliability to the results besides allowing for faster reporting.
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