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Mohamed AA, Lucke-Wold B. Text-to-video generative artificial intelligence: sora in neurosurgery. Neurosurg Rev 2024; 47:272. [PMID: 38867134 DOI: 10.1007/s10143-024-02514-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Revised: 06/01/2024] [Accepted: 06/09/2024] [Indexed: 06/14/2024]
Abstract
Artificial intelligence (AI) has increased in popularity in neurosurgery, with recent interest in generative AI algorithms such as the Large Language Model (LLM) ChatGPT. Sora, an innovation in generative AI, leverages natural language processing, deep learning, and computer vision to generate impressive videos from text prompts. This new tool has many potential applications in neurosurgery. These include patient education, public health, surgical training and planning, and research dissemination. However, there are considerable limitations to the current model such as physically implausible motion generation, spontaneous generation of subjects, unnatural object morphing, inaccurate physical interactions, and abnormal behavior presentation when many subjects are generated. Other typical concerns are with respect to patient privacy, bias, and ethics. Further, appropriate investigation is required to determine how effective generative videos are compared to their non-generated counterparts, irrespective of any limitations. Despite these challenges, Sora and other iterations of its text-to-video generative application may have many benefits to the neurosurgical community.
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Affiliation(s)
- Ali A Mohamed
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL, USA.
- College of Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, USA.
| | - Brandon Lucke-Wold
- Lillian S. Wells Department of Neurosurgery, University of Florida, Gainesville, FL, USA
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Rehman Y, Bala M, Rehman N, Agarwal A, Koperny M, Crandon H, Abdullah R, Hull A, Makhdami N, Grodecki S, Wrzosek A, Lesniak W, Evaniew N, Ashoorion V, Wang L, Couban R, Drew B, Busse JW. Predictors of Recovery Following Lumbar Microdiscectomy for Sciatica: A Systematic Review and Meta-Analysis of Observational Studies. Cureus 2023; 15:e39664. [PMID: 37388594 PMCID: PMC10307033 DOI: 10.7759/cureus.39664] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/29/2023] [Indexed: 07/01/2023] Open
Abstract
Chronic post-surgical pain is reported by up to 40% of patients after lumbar microdiscectomy for sciatica, a complaint associated with disability and loss of productivity. We conducted a systematic review of observational studies to explore factors associated with persistent leg pain and impairments after microdiscectomy for sciatica. We searched eligible studies in MEDLINE, Embase, and CINAHL that explored, in an adjusted model, predictors of persistent leg pain, physical impairment, or failure to return to work after microdiscectomy for sciatica. When possible, we pooled estimates of association using random-effects models using the Grading of Recommendations Assessment, Development, and Evaluation approach. Moderate-certainty evidence showed that the female sex probably has a small association with persistent post-surgical leg pain (odds ratio (OR) = 1.15, 95% confidence interval (CI) = 0.63 to 2.08; absolute risk increase (ARI) = 1.8%, 95% CI = -4.7% to 11.3%), large association with failure to return to work (OR = 2.79, 95% CI = 1.27 to 6.17; ARI = 10.6%, 95% CI = 1.8% to 25.2%), and older age is probably associated with greater postoperative disability (β = 1.47 points on the 100-point Oswestry Disability Index for every 10-year increase from age (>/=18 years), 95% CI = -4.14 to 7.28). Among factors that were not possible to pool, two factors showed promise for future study, namely, legal representation and preoperative opioid use, which showed large associations with worse outcomes after surgery. The moderate-certainty evidence showed female sex is probably associated with persistent leg pain and failure to return to work and that older age is probably associated with greater post-surgical impairment after a microdiscectomy. Future research should explore the association between legal representation and preoperative opioid use with persistent pain and impairment after microdiscectomy for sciatica.
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Affiliation(s)
- Yasir Rehman
- Health Research Methodology, McMaster University, Hamilton, CAN
| | - Malgorzata Bala
- Epidemiology and Preventive Medicine, Jagiellonian University Medical College, Krakow, POL
| | - Nadia Rehman
- Health Research Methods, Impact and Evidence, McMaster University, Hamilton, CAN
| | | | - Magdalena Koperny
- Epidemiology and Preventive Medicine, Jagiellonian University Medical College, Krakow, POL
| | - Holly Crandon
- Michael G. DeGroote Institute for Pain Research and Care, McMaster University, Hamilton, CAN
| | - Ream Abdullah
- Michael G. DeGroote Institute for Pain Research and Care, McMaster University, Hamilton, CAN
| | - Alexandra Hull
- Michael G. DeGroote Institute for Pain Research and Care, McMaster University, Hamilton, CAN
| | | | | | - Anna Wrzosek
- Interdisciplinary Intensive Care, Jagiellonian University, Krakow, POL
| | | | | | - Vahid Ashoorion
- Michael G. DeGroote Institute for Pain Research and Care, McMaster University, Hamilton, CAN
| | - Li Wang
- Michael G. DeGroote Institute for Pain Research and Care, McMaster University, Hamilton, CAN
| | - Rachel Couban
- Michael G. DeGroote Institute for Pain Research and Care, McMaster University, Hamilton, CAN
| | - Brian Drew
- Neurosurgery, McMaster University, Hamilton, CAN
| | - Jason W Busse
- Health Research Methodology, McMaster University, Hamilton, CAN
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Mou Q, Gao M, Liu X, Wei C, Lan G, Zhao X, Shan Y, Wu C. Preoperative anxiety as an independent predictor of postoperative delirium in older patients undergoing elective surgery for lumbar disc herniation. Aging Clin Exp Res 2023; 35:85-90. [PMID: 36260215 DOI: 10.1007/s40520-022-02278-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 10/08/2022] [Indexed: 01/10/2023]
Abstract
BACKGROUND Anxiety is common in older patients suffering from lumbar disc herniation. Postoperative delirium is related to poor prognosis. But the relationship between preoperative anxiety and postoperative delirium among older patients undergoing elective surgery for lumbar disc herniation is not clear. AIMS The study aimed to investigate if preoperative anxiety is an independent risk factor of postoperative delirium among older patients undergoing elective surgery for lumbar disc herniation. METHODS The medical records of 1290 patients undergoing elective surgery for lumbar disc herniation at a single institution from 2016 through 2021 were reviewed. Of 863 eligible patients, 225 (26.1%) patients had been diagnosed with anxiety by a board-certified psychiatrist and constituted the Anxiety group; the remaining 638 patients constituted the no-anxiety group. The demographics, baseline, operative variable and postoperative complications were collected and compared between the two groups. The primary outcome of this study was the incidence of delirium, according to the Diagnostic and Statistical Manual of Mental Disorders-Fifth Edition, during a hospital stay after surgery for lumbar disc herniation. The relationship between anxiety and postoperative delirium was determined through multivariate logistic regression analysis. RESULTS The demographics and comorbidity were similar between the two groups, except for age, sex, alcohol use and cerebrovascular disease. The operative variables were different between the two groups. The incidence of postoperative complications other than postoperative delirium was also similar between the two groups. In total, 86 patients (9.97%) had an episode of postoperative delirium, with anxiety group patients experiencing approximately a twofold higher rate (15.6% vs 7.99%). In a multivariate logistic regression analysis, anxiety was an independent predictor of postoperative delirium in older patients undergoing elective surgery for lumbar disc herniation (OR 2.228, 95% CI 1.494-3.416, p = 0.009). CONCLUSION This study suggests that anxiety is an independent risk factor of postoperative delirium among older patients undergoing elective surgery for lumbar disc herniation. Preoperative anxiety assessment can help to identify older patients at high risk of postoperative delirium and facilitate perioperative management of older patients undergoing elective surgery for lumbar disc herniation.
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Affiliation(s)
- Qing Mou
- Second Department of Spine, Sunshine Union Hospital, Weifang, China
| | - Mengling Gao
- Second Department of Spine, Sunshine Union Hospital, Weifang, China
| | - Xuepeng Liu
- Second Department of Spine, Sunshine Union Hospital, Weifang, China
| | - Chen Wei
- Orthopaedic Department, 970 Hospital of PLA, Yantai, China
| | - Gongquan Lan
- Orthopaedic Department, Haiyang People's Hospital, Yantai, China
| | - Xiaolong Zhao
- Orthopaedic Department, Pingdu People's Hospital, Qingdao, China
| | - Yaozhong Shan
- Neurology and Psychiatry Department, Sunshine Union Hospital, Weifang, China
| | - Congna Wu
- Nutriology Department, Sunshine Union Hospital, Weifang, China.
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Bozdoğan Yeşilot S, Ciftci H, Yener MK. Using a Virtual Reality and Communication Intervention to Reduce Pain and Anxiety in Patients Undergoing Lipoma Excision With Local Anesthesia: A Randomized Controlled Trial. AORN J 2022; 115:437-449. [PMID: 35476192 DOI: 10.1002/aorn.13665] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 06/30/2021] [Accepted: 07/10/2021] [Indexed: 11/11/2022]
Abstract
In this randomized controlled trial, we assessed the effects of using a virtual reality (VR) and communication intervention on pain and anxiety in patients undergoing lipoma excision under local anesthesia. We conducted the study at a large hospital in Turkey between March 15 and September 15, 2019, with 100 participants. We used a pretest and posttest design to collect data with a personal information form, the Numeric Pain Rating Scale, and the State-Trait Anxiety Inventory. The intervention group participants watched a video using a VR headset during the procedure and communicated with an investigator; the control group participants only received routine surgical treatment. The intervention had a significant effect on pain during the procedure (P < .001) and a moderate effect on anxiety 60 minutes after the procedure (P = .01). Use of VR and active communication may help reduce pain and anxiety for patients undergoing procedures performed with local anesthesia.
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The Effect of Oblique Lumbar Interbody Fusion Compared with Transforaminal Lumbar Interbody Fusion Combined with Enhanced Recovery after Surgery Program on Patients with Lumbar Degenerative Disease at Short-Term Follow-Up. BIOMED RESEARCH INTERNATIONAL 2021; 2021:5806066. [PMID: 34616843 PMCID: PMC8490055 DOI: 10.1155/2021/5806066] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 09/11/2021] [Accepted: 09/13/2021] [Indexed: 01/08/2023]
Abstract
Purpose Oblique lumbar interbody fusion (OLIF) approach has been increasingly frequently performed in recent years. However, neither studies of OLIF approach nor the researches of the application of enhanced recovery after surgery (ERAS) in spinal surgery are relatively rare. Here, our study is aimed at investigating the therapeutic effects of the application of OLIF compared with transforaminal lumbar interbody fusion (TLIF) approach combined with ERAS in dealing with this disorder at short-term follow-up. Material and Methods. Thirty-eight patients who undergone OLIF and forty patients who undergone TLIF with pedicle screws were included in our study. The concept of ERAS was applied in the perioperative period of the patients. Preoperative and postoperative laboratory test indexes of blood were examined and evaluated in all individuals. Visual analogue scale (VAS), Oswestry disability index (ODI), and Clinical Symptom Score of the Japanese Orthopaedic Association (JOA) were used in preoperative evaluation and postoperative follow-up. Satisfaction survey was also performed after surgery. Result The postoperative results of red blood count, C-reaction protein, D-dimer, and albumin were still within the reference ranges in most of the patients. It was shown that objective evaluations including VAS score, ODI index, and JOA score were significantly improved after OLIF and TLIF surgery. The follow-up of 6 months after surgery showed that VAS, ODI, and JOA were improved more in the OLIF group than that in the TLIF group. The overall satisfaction (satisfied and very satisfied) was 95% and 97.4% in the TLIF group and the OLIF group, respectively, and there was no difference between the two groups. Conclusion This study indicated that OLIF and TLIF approach were both rather effective therapies for patients with lumbar degenerative diseases. The effect of OLIF procedure could be better than TLIF procedure in the early stage after surgery.
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Dexmedetomidine alleviated neuropathic pain in dorsal root ganglion neurons by inhibition of anaerobic glycolysis activity and enhancement of ROS tolerance. Biosci Rep 2021; 40:222638. [PMID: 32285913 PMCID: PMC7201561 DOI: 10.1042/bsr20191994] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Revised: 02/23/2020] [Accepted: 04/08/2020] [Indexed: 01/29/2023] Open
Abstract
Neuropathic pain is a kind of chronic pain that is triggered or caused primarily by damage to the nervous system and neurological dysfunction. It’s known that dexmedetomidine is a new type of highly selective alpha2-adrenoceptor agonist with sedation, anti-anxiety, analgesic and other effects. However, the function and mechanism of dexmedetomidine on neuropathic pain are not clear. Rat DRG neurons were isolated and identified using immunofluorescence assay. Following treatment with H2O2, dexmedetomidine or ROS inhibitor (NAC), the apoptosis and ROS levels were examined by flow cytometery; apoptosis- and anaerobic glycolysis-related proteins were determined by Western blot assay; glucose consumption, pyruvic acid, lactic acid and ATP/ADP ratios were also measured. The results revealed that dexmedetomidine inhibited H2O2-induced apoptosis and reactive oxygen species (ROS) in rat DRG neurons and in addition, dexmedetomidine down-regulated the expression levels of anaerobic glycolysis-related proteins, significantly reduced glucose, pyruvic acid and lactic acid levels. It also increased the ATP/ADP ratio in H2O2-treated rat dorsal root ganglion (DRG) neurons. Moreover, we also demonstrated that ROS inhibitor (NAC) also inhibited H2O2-induced apoptosis and anaerobic glycolysis in rat DRG neurons. In conclusion, dexmedetomidine suppressed H2O2-induced apoptosis and anaerobic glycolysis activity by inhibiting ROS, in rat DRG neurons. Therefore, dexmedetomidine might play a pivotal role in neuropathic pain by the inhibition of ROS.
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Schaal NK, Brückner J, Wolf OT, Ruckhäberle E, Fehm T, Hepp P. The effects of a music intervention during port catheter placement on anxiety and stress. Sci Rep 2021; 11:5807. [PMID: 33707520 PMCID: PMC7970967 DOI: 10.1038/s41598-021-85139-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Accepted: 02/25/2021] [Indexed: 11/09/2022] Open
Abstract
Studies have shown that perioperative music interventions can reduce patients' anxiety levels. However, in small operations like port catheter surgery evidence is sparse. The present single-blinded, randomised controlled two-armed study included 84 female patients undergoing port catheter placement who were randomly assigned to either listening to music during surgery vs. no music intervention. The medical staff was blind to group allocation. On the day of the surgery anxiety and stress levels were evaluated using subjective (STAI questionnaire, visual analogue scales) and objective (vital parameters, salivary cortisol) parameters at different time points (before the surgery, at the end of the surgery and 1 h post-surgery). The music group showed significant reductions of systolic blood pressure (from 136.5 mmHg ± 26.1 to 123.3 mmHg ± 22.0, p = .002) and heart rate (from 75.6 bpm ± 12.3 to 73.1 bpm ± 12.2, p = .035) from beginning of the surgery to skin suture, whereas the control group did not. No significant effects of the music intervention on subjective anxiety measures or salivary cortisol were revealed. In sum, the study demonstrates that a music intervention during port catheter placement positively influences physiological anxiety levels, whereas no effects were revealed for subjective anxiety and salivary cortisol. Thus, music can be considered as a low cost addition in clinical routine in order to reduce patients' heart rate and blood pressure. Future studies are encouraged to further explore the differential effects of intraoperative music interventions on physiological, endocrinological and subjective anxiety levels.
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Affiliation(s)
- Nora K Schaal
- Department of Experimental Psychology, Heinrich-Heine-University, Universitätsstraße 1, 40225, Düsseldorf, Germany.
| | - Johanna Brückner
- Department of Experimental Psychology, Heinrich-Heine-University, Universitätsstraße 1, 40225, Düsseldorf, Germany
| | - Oliver T Wolf
- Department of Cognitive Psychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr-University, Bochum, Germany
| | - Eugen Ruckhäberle
- Clinic for Gynecology and Obstetrics, Heinrich-Heine-University, Düsseldorf, Germany
| | - Tanja Fehm
- Clinic for Gynecology and Obstetrics, Heinrich-Heine-University, Düsseldorf, Germany
| | - Philip Hepp
- Clinic for Gynecology and Obstetrics, University Clinic, Augsburg, Germany.,Clinic for Gynecology and Obstetrics, HELIOS University Hospital Wuppertal, University Witten/Herdecke, Wuppertal, Germany
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