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What is machine learning?
The term machine learning (ML) is emerging more often in the medical literature. There are successful clinical applications of ML with the specialties of ophthalmology and radiology leading the way. For example, in ophthalmology the diagnosis of diabetic retinopathy and retinopathy of prematurity,1 and in radiology the diagnosis of stroke or cancers from digital images is promising.2 This success is expected to expand into other medical disciplines including general paediatrics and its subspecialties. Therefore, healthcare practitioners and researchers are most likely to benefit from getting familiar with ML terminology in...
Source: Archives of Disease in Childhood - Education and Practice - September 19, 2022 Category: Pediatrics Authors: Baloglu, O., Latifi, S. Q., Nazha, A. Tags: Research in practice Source Type: research

Altered synchronous neural activities in retinal vein occlusion patients: A resting-state fMRI study
ConclusionOur study demonstrated that patients with RVO were associated with abnormal synchronous neural activities in the cerebellum, middle occipital gyrus, and inferior temporal gyrus. These findings shed new insight into neural mechanisms of vision loss in patients with RVO.
Source: Frontiers in Human Neuroscience - September 16, 2022 Category: Neuroscience Source Type: research

GARFIELD-AF: risk profiles, treatment patterns and 2-year outcomes in patients with atrial fibrillation in Germany, Austria and Switzerland (DACH) compared to 32 countries in other regions worldwide
ConclusionsSimilarities and dissimilarities in AF management and clinical outcomes are seen in DACH and ORW. The increased use of NOAC was associated with a mismatch of risk-adapted anticoagulation (over-and-undertreatment) in DACH. Suboptimal control of INR requires educational activities in both regional groups. Higher rates of cardiovascular death in DACH may reflect the higher risk profile of these patients and lower rates of non-haemorrhagic stroke could be associated with increased NOAC use.Graphical abstract
Source: Clinical Research in Cardiology - September 12, 2022 Category: Cardiology Source Type: research

Study Protocol: IMPETUS: Implementing a uniform stroke care pathway in medical colleges of India: IMPETUS Stroke
We present here a protocol to investigate the feasibility and fidelity of implementing a uniform stroke care pathway in medical colleges of India. Methods and Analysis: This is a multicentric, prospective, multiphase, mixed-method, quasi-experimental implementation study intended to examine the changes in a select set of stroke care-related indicators over time within the sites exposed to the same implementation strategy. We shall conduct process evaluation of the implementation process as well as evaluate the effect of the implementation strategy using the interrupted time series design. During implementation phase, educa...
Source: Annals of Indian Academy of Neurology - September 9, 2022 Category: Neurology Authors: Rohit Bhatia Partha Haldar Inder Puri MV Padma Srivastava Sanjeev Bhoi Menka Jha Anupam Dey Suprava Naik Satyabrata Guru Mamta Bhushan Singh VY Vishnu Roopa Rajan Anu Gupta Deepti Vibha Awadh Kishore Pandit Ayush Agarwal Manish Salunkhe Gunjan Singh Deeps Source Type: research

Attention-deficit/hyperactivity disorder as a risk factor for cardiovascular diseases: a nationwide population-based cohort study
World Psychiatry. 2022 Oct;21(3):452-459. doi: 10.1002/wps.21020.ABSTRACTAccumulating evidence suggests a higher risk for cardiovascular diseases among individuals with mental disorders, but very little is known about the risk for overall and specific groups of cardiovascular diseases in people with attention-deficit/hyperactivity disorder (ADHD). To fill this knowledge gap, we investigated the prospective associations between ADHD and a wide range of cardiovascular diseases in adults. In a nationwide population-based cohort study, we identified 5,389,519 adults born between 1941 and 1983, without pre-existing cardiovascul...
Source: World Psychiatry - September 8, 2022 Category: Psychiatry Authors: Lin Li Zheng Chang Jiangwei Sun Miguel Garcia-Argibay Ebba Du Rietz Maja Dobrosavljevic Isabell Brikell Tomas Jernberg Marco Solmi Samuele Cortese Henrik Larsson Source Type: research

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