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Mashup Score: 0Predicting conversion of ambulatory ACDF patients to inpatient: a machine learning approach - 10 hour(s) ago
Machine learning is a powerful tool that has become increasingly important in the orthopedic field. Recently, several studies have reported that predictive models could provide new insights into patient risk factors and outcomes. Anterior cervical discectomy and fusion (ACDF) is a common operation that is performed as an outpatient procedure. However, some patients are required to convert to inpatient status and prolonged hospitalization due to their condition. Appropriate patient selection and identification of risk factors for conversion could provide benefits to patients and the use of medical resources.
Source: www.thespinejournalonline.comCategories: General Medicine News, OrthopedicsTweet
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Mashup Score: 5
Early-onset scoliosis (EOS) is characterized by the development of scoliosis before 10 years of age [1]. It can be caused by a multitude of etiologies and is generally classified as idiopathic, congenital, syndromic, or neurogenic [2]. The early-onset of the scoliosis can have serious consequences since it often comes with a greater risk of scoliosis progression compared with late-onset scoliosis and can subsequently affect cardio-pulmonary development [3]. Old studies on the natural course of untreated EOS reported that patients can experience serious health problems due to heart and lung limitations [4–8].
Source: www.thespinejournalonline.comCategories: General Medicine News, OrthopedicsTweet
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Mashup Score: 2
Since 2015, plastic multilayer closure (PMC) has been gaining attraction due to improved wound healing outcomes for medically complex patients. Plastic multilayer closure has been readily used for complex spine surgery closures in patients susceptible to wound healing issues (ie, dehiscence, surgical site infection [SSI]). However, PMC requires extensive soft tissue manipulation compared with standard orthopedic spine surgeon closure (SOC) and can result in extended operative times, increased transfusion rates, and more frequent returns to the operating room.
Source: www.thespinejournalonline.comCategories: General Medicine News, OrthopedicsTweet
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Mashup Score: 2
Degenerative cervical myelopathy (DCM) is the most common cause of cervical spinal cord dysfunction in adults and the result of chronic degenerative changes of the cervical spine. The compression of the spinal cord can lead to ischemia, inflammation, and neuronal apoptosis with a consequent impairment of the neurological function. Gait impairment is one of the most frequent signs of DCM.
Source: www.thespinejournalonline.comCategories: General Medicine News, OrthopedicsTweet
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Mashup Score: 0A predictive model of motor deficit in civilian ballistic lumbosacral spine injuries - 2 month(s) ago
Civilian gunshot wounds to the spine are an increasingly common injury in the USA. A majority of the available research is focused on a military population suffering high energy missile injury. Minimal research has focused on civilian ballistic injuries to the lumbosacral spine as the available studies focus on the entire spine due to limited numbers.
Source: www.thespinejournalonline.comCategories: General Medicine News, OrthopedicsTweet
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Mashup Score: 2
An important factor for the prognosis of spinal surgery is the perioperative use of opioids. However, the relationship is not clear.
Source: www.thespinejournalonline.comCategories: General Medicine News, OrthopedicsTweet
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Mashup Score: 1
Little information is available about the minimal clinically important differences (MCIDs) for objective physical measurements in people with lumbar spinal stenosis (LSS).
Source: www.thespinejournalonline.comCategories: General Medicine News, OrthopedicsTweet
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Mashup Score: 0Predicting postoperative outcomes in lumbar spinal fusion: development of a machine learning model - 2 month(s) ago
Degenerative lumbar spondylolisthesis (DLS) is a prevalent spinal disorder, often requiring surgical intervention. Accurately predicting surgical outcomes is crucial to guide clinical decision-making, but this is challenging due to the multifactorial nature of postoperative results. Traditional risk assessment tools have limitations, and with the advent of machine learning, there is potential to enhance the precision and comprehensiveness of preoperative evaluations.
Source: www.thespinejournalonline.comCategories: General Medicine News, OrthopedicsTweet
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Mashup Score: 14
Native Vertebral Osteomyelitis is increasing in incidence in recent years [1], while clinical outcomes remain poor, given the high rate of relapses in approximately 15-31% of the patients [2] and long-term sequelae in a similar proportion of cases [3,4], bound with a deleterious impact on patients’ ability to return to work [5,6]. Since the conceptualization of the 2015 IDSA Clinical Practice Guidelines [7] started in 2011, a significant increase in scholarly output in NVO provided a patchwork of definitions and a long enumeration of synonyms that are interchangeably used to describe the same syndrome[8].
Source: www.thespinejournalonline.comCategories: General Medicine News, Infectious DiseaseTweet
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Mashup Score: 7
Cervical disc arthroplasty (CDA) is a safe and effective alternative to anterior cervical discectomy and fusion (ACDF) in the treatment of various degenerative pathologies with advantages of motion preservation and lower rates of adjacent segment degeneration (ASD). Absolute contraindications for CDA have been well outlined in order to prevent adverse outcomes in patients. However, in cases of patients with relative contraindications (kyphotic deformity, prior cervical surgery, etc.), there remains controversy.
Source: www.thespinejournalonline.comCategories: General Medicine News, OrthopedicsTweet
Not sure about you, but 24% is pretty high, which does make it easier to study. @HSpecialSurgery 2/2 https://t.co/srNiZCpwvb