Natural language processing for prediction of readmission in posterior lumbar fusion patients: which free-text notes have the most utility?

Can natural language processing provide accurate, automated reporting of wound infection requiring reoperation after lumbar discectomy?

(2020) Aditya V. Karhade et al.   Spine Journal

Machine Learning With Feature Domains Elucidates Candidate Drivers of Hospital Readmission Following Spine Surgery in a Large Single-Center Patient Cohort

(2020) Michael L Martini et al.   NEUROSURGERY

Risk Factors for 90-Day Readmissions with Fluid and Electrolyte Disorders Following Posterior Lumbar Fusion

(2020) Daniel Ranti et al.   SPINE

New Onset Depression and Anxiety After Spinal Fusion Surgery

(2020) Janis Bekeris et al.   SPINE

Development of machine learning and natural language processing algorithms for preoperative prediction and automated identification of intraoperative vascular injury in anterior lumbar spine surgery

(2020) Aditya V. Karhade et al.   Spine Journal

Institutional databases may underestimate the risk factors for 30-day unplanned readmissions compared to national databases

(2020) Shyam J. Kurian et al.   JOURNAL OF NEUROSURGERY-SPINE

Economic analysis of 90-day return to the emergency room and readmission after elective lumbar spine surgery: a single-center analysis of 5444 patients

(2020) Marcel R. Wiley et al.   JOURNAL OF NEUROSURGERY-SPINE

90-Day Readmission in Elective Primary Lumbar Spine Surgery in the Inpatient Setting

(2019) Nicolas C. Rubel et al.   SPINE

A validated preoperative score for predicting 30-day readmission after 1–2 level elective posterior lumbar fusion

(2019) Deeptee Jain et al.   EUROPEAN SPINE JOURNAL

Risk factors for 90-day reoperation and readmission after lumbar surgery for lumbar spinal stenosis

(2019) Haariss Ilyas et al.   JOURNAL OF NEUROSURGERY-SPINE

High, as well as Low, Preoperative Platelet Counts Correlate with Adverse Outcomes after Elective Posterior Lumbar Surgery

(2019) Rohil Malpani et al.   SPINE

Using machine learning to predict 30-day readmissions after posterior lumbar fusion: an NSQIP study involving 23,264 patients

(2019) Benjamin S. Hopkins et al.   JOURNAL OF NEUROSURGERY-SPINE

Natural language processing for automated detection of incidental durotomy

(2019) Aditya V. Karhade et al.   Spine Journal

Natural language processing systems for capturing and standardizing unstructured clinical information: A systematic review

(2017) Kory Kreimeyer et al.   JOURNAL OF BIOMEDICAL INFORMATICS

90-day Readmission After Lumbar Spinal Fusion Surgery in New York State Between 2005 and 2014

(2017) Ali A. Baaj et al.   SPINE

Thirty-day readmission rates in spine surgery: systematic review and meta-analysis

(2015) James T. Bernatz et al.   Neurosurgical Focus