Initial classification of low back and leg pain based on objective functional testing: a pilot study of machine learning applied to diagnostics

Conclusion5R-STS performance differs according to the etiology of back and leg pain, even after adjustment for demographic covariates. In combination with machine learning algorithms, OFI can be used to infer the etiology of spinal back and leg pain with accuracy comparable to other diagnostic tests used in clinical examination.Graphic abstractThese slides can be retrieved under Electronic Supplementary Material.
Source: European Spine Journal - Category: Orthopaedics Source Type: research

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Authors: Piraccini E, Calli M, Taddei S, Byrne H, Rocchi M, Maitan S PMID: 32449341 [PubMed - as supplied by publisher]
Source: Minerva Anestesiologica - Category: Anesthesiology Tags: Minerva Anestesiol Source Type: research
Authors: Abdelhamid BM, Khaled D, Mansour M, Hassan MM Abstract BACKGROUND: Pain control in the morbidly obese has presented as an anesthetic challenge. The aim of this study is to assess the analgesic efficacy of ultrasound guided bilateral erector spinae block compared to bilateral subcostal transversus abdominis plane block. METHODS: Prospective randomized, double-blinded controlled study was conducted at Kasr Alainy Hospital on 66 patients scheduled for laparoscopic sleeve gastrectomy. Patients were randomly allocated into three groups and received general anesthesia: bilateral erector spinae block at the l...
Source: Minerva Anestesiologica - Category: Anesthesiology Tags: Minerva Anestesiol Source Type: research
In the lumbar spinal cord dorsal horn, release of afferent nerve glutamate activates the neurons that relay information about injury pain. Here, we examined the effects of protein tyrosine kinase (PTK) inhibition on NMDA receptor NR1 subunit protein expression and subcellular localization in an acute experimental arthritis model. PTK inhibitors genistein and lavendustin A reduced cellular histological translocation of NMDA NR1 in the spinal cord occurring after the inflammatory insult and the nociceptive behavioral responses to heat. The PTK inhibitors were administered into lumbar spinal cord by microdialysis, and seconda...
Source: Frontiers in Physiology - Category: Physiology Source Type: research
Conclusion: Lateral window opening combined with digital navigation system is believed to be a promising technique for a more precise as well as safer sinus augmentation.
Source: International Journal of Environmental Research and Public Health - Category: Environmental Health Authors: Tags: Article Source Type: research
ConclusionsThe tested BFB splint is highly effective in reducing SB at the subconscious level, i.e., without waking the patient, and in achieving improvements in global pain perception. The results suggest that the BFB splint also provides a better treatment option for bruxism-related pain than an AOS. However, further research is needed, and specifically studies with a larger patient population displaying higher levels of pain at baseline.Clinical relevanceBy reducing burst duration and therefore the pathological load on the masticatory apparatus, the BFB splint reduces TMD and bruxism-related symptoms and improves patien...
Source: Dental Technology Blog - Category: Dentistry Source Type: news
Publication date: Available online 25 May 2020Source: Progress in Neuro-Psychopharmacology and Biological PsychiatryAuthor(s): Ana M. Micov, Maja A. Tomić, Marija B. Todorović, Milja J. Vuković, Uroš B. Pecikoza, Nebojsa I. Jasnic, Jelena D. Djordjevic, Radica M. Stepanović-Petrović
Source: Progress in Neuro Psychopharmacology and Biological Psychiatry - Category: Psychiatry Source Type: research
HOW TO get rid of spots: Acne sufferers often report physical pain and psychological distress as a result of their skin condition but there are supplements shown to help. In fact, taking a mineral supplement led to a 100 percent reduction in one study.
Source: Daily Express - Health - Category: Consumer Health News Source Type: news
The governor said Monday that though hospitalizations, intubations and other metrics are down, there were still an additional 96 coronavirus-related deaths.
Source: Health News: - Category: Consumer Health News Source Type: news
Abstract Acid-sensing ion channels (ASICs) have been implicated in many physiological and patho-physiological processes like synaptic plasticity, inflammation, pain perception, stroke-induced brain damage and, drug-seeking behaviour. Although ASICs have been shown to be modulated by gasotransmitters like nitric oxide (NO), their regulation by hydrogen sulfide (H2S) is not known. Here, we present strong evidence that H2S potentiates ASICs-mediated currents. Low pH-induced current in Chinese hamster ovary (CHO) cells, expressing homomeric either ASIC1a, ASIC2a or ASIC3, increased significantly by an H2S donor NaHS. ...
Source: Biochemical and Biophysical Research communications - Category: Biochemistry Authors: Tags: Biochem Biophys Res Commun Source Type: research
This study is a meta-analysis — a study which includes many studies that are deemed similar enough to lump together, in order to increase the numerical power of the study and, ideally, the strength of the conclusions. The authors included studies that go all the way back to the mid-1990s — a time when cannabis was illegal in the US, different in potency, and when there was no choice or control over strains or cannabinoid compositions, as there is now. One of the studies in the meta-analysis included “cannabis dependent inpatients” in a German psychiatric hospital in which 118 patients were being det...
Source: Harvard Health Blog - Category: Consumer Health News Authors: Tags: Addiction Marijuana Mental Health Source Type: blogs
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