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Respiratory Care Jun 2024
Topics: Humans; Respiration, Artificial; Ventilators, Mechanical; Patient-Ventilator Asynchrony
PubMed: 38942595
DOI: 10.4187/respcare.12153 -
British Journal of Hospital Medicine... Jun 2024Patients with neck of femur fractures present a tremendous public health problem that leads to a high incidence of death and dysfunction. An essential factor is the... (Review)
Review
Patients with neck of femur fractures present a tremendous public health problem that leads to a high incidence of death and dysfunction. An essential factor is the postoperative length of stay, which heavily impacts hospital costs and the quality of care. As an extension of traditional statistical methods, machine learning (ML) provides the possibility of accurately predicting the length of hospital stay. This review assesses how machine learning can effectively use healthcare data to predict the outcomes of patients with operatively managed neck of femurs. A narrative literature review on the use of Artificial Intelligence to predict outcomes in the neck of femurs was undertaken to understand the field and critical considerations of its application. The papers and any relevant references were scrutinised using the specific inclusion and exclusion criteria to produce papers that were used in the analysis. Thirteen papers were used in the analysis. The critical themes recognised the different models, the 'backbox' conundrum, predictor identification, validation methodology and the need to improve efficiency and quality of care. Through reviewing the themes in this paper, current issues, and potential avenues of advancing the field are explored. This review has demonstrated that the use of machine learning in Orthopaedic pathways is in its infancy. Further work is needed to leverage this technology effectively to improve outcomes.
Topics: Humans; Femoral Neck Fractures; Artificial Intelligence; Length of Stay; Machine Learning
PubMed: 38941973
DOI: 10.12968/hmed.2024.0034 -
Public Health Jun 2024COVID-19 revealed major shortfalls in healthcare workers (HCWs) trained in acute and critical care worldwide, especially in low-resource settings. We aimed to assess...
OBJECTIVES
COVID-19 revealed major shortfalls in healthcare workers (HCWs) trained in acute and critical care worldwide, especially in low-resource settings. We aimed to assess mass online courses' efficacy in preparing HCWs to manage COVID-19 patients and to determine whether rapidly deployed e-learning can enhance their knowledge and confidence during a pandemic.
STUDY DESIGN
Retrospective cohort study.
METHODS
This international retrospective cohort study, led by a large Academic Medical Centre (AMC), was conducted via YouTube and the AMC's online learning platform. From 2020 to 2021, multidisciplinary experts developed and deployed six online training courses based on the latest evidence-based management guidelines. Participants were selected through a voluntary sample following an electronic campaign. Training outcomes were assessed using pre-and post-test questionnaires, evaluation forms, and post-training assessment surveys. Kirkpatrick's Model guided training evaluation to measure self-reported knowledge, clinical skills, and confidence improvement. We also captured the number and type of COVID-19 patients managed by HCWs after the trainings.
RESULTS
Every 22.8 reach/impression and every 1.2 engagements led to a course registration. The 10,425 registrants (56.8% female, 43.1% male) represented 584 medical facilities across 154 cities. The largest segments of participants were students/interns (20.6%) and medical officers (13.4%). Of the 2169 registered participants in courses with tests, 66.9% completed post-tests. Test scores from all courses increased from the initial baseline to subsequent improvement post-course. Participants completing post-training assessment surveys reported that the online courses improved their knowledge and clinical skills (83.5%) and confidence (89.4%). Respondents managed over 19,720 COVID-19 patients after attending the courses, with 47.7% patients being moderately/severely ill.
CONCLUSIONS
Participants' confidence in handling COVID-19 patients is increased by rapidly deploying mass training to a substantial target population through digital tools. The findings present a virtual education and assessment model that can be leveraged for future global public health issues, and estimates for future electronic campaigns to target.
PubMed: 38941682
DOI: 10.1016/j.puhe.2024.05.006 -
Journal of Neurosurgery Jun 2024The aim of this study was to evaluate the morbidity associated with microsurgical treatment in patients with a recurrent aneurysm to improve their surgical management.
OBJECTIVE
The aim of this study was to evaluate the morbidity associated with microsurgical treatment in patients with a recurrent aneurysm to improve their surgical management.
METHODS
From 2012 to 2022, among the 3128 patients with ruptured or unruptured intracranial aneurysms managed at the authors' institution, 954 patients were treated by a microsurgical procedure. Of these 3128 patients, 60 consecutive patients (6.3%) who had a recurrent microsurgically treated aneurysm after previous endovascular treatment were included in this study. Additional microsurgical treatment was considered in case of progressive remnant growth or significant aneurysm recurrence. Intraoperative and postoperative complications were noted. Early (< 7 days) and long-term clinical and radiological monitoring were performed. Good functional outcome was considered as a modified Rankin Scale score < 3.
RESULTS
The mean age at initial treatment was 45 years (range 26-65 years). The mean delay between the first treatment and microsurgical treatment of the recurrence was 64 months (range 2 days-296 months). The mean size of the fundus recurrence was 5 mm, and the mean size of the neck recurrence was 4.6 mm. Five patients (8.3%) presented with subarachnoid hemorrhage associated with rupture of the recurrent aneurysm. Three patients died (6%) of aneurysm rupture and/or intensive care complications. The total morbidity rate associated with the microsurgical procedure was 14.5% (8/55) in patients with unruptured recurrent aneurysms. Among these patients, postoperative definitive complications (ischemic lesions) directly related to the microsurgical procedure were present in 3 patients (5.5%). Intraoperative rupture was recorded in these 3 patients. In the 54 surviving patients with unruptured recurrent aneurysms, good functional outcome was noted in 49 (91%). Poor functional outcome was significantly associated with intraoperative rupture.
CONCLUSIONS
Microsurgery remains an effective therapeutic option for recurrent intracranial aneurysms. However, in the authors' experience, postoperative morbidity is higher than in patients with nonrecurrent aneurysms. Therefore, a pretherapeutic multidisciplinary evaluation is mandatory to reduce the potential morbidity associated with the retreatment as much as possible. When endovascular occlusion of the aneurysm requires both stenting and coiling, alternative microsurgical treatment should be carefully evaluated, as microsurgical clipping will become much more challenging in cases of aneurysm recurrence.
PubMed: 38941640
DOI: 10.3171/2024.3.JNS24116 -
Journal of the Korean Association of... Jun 2024This prospective observational study aimed to assess the clinical outcomes of perioperative airway and ventilatory management in patients undergoing surgery for oral...
OBJECTIVES
This prospective observational study aimed to assess the clinical outcomes of perioperative airway and ventilatory management in patients undergoing surgery for oral cavity cancer. The study described the frequencies and types of procedures for securing the airway and the duration and types of postoperative ventilatory support. We compared the findings with those of the TRACHY study.
PATIENTS AND METHODS
One hundred patients undergoing oral cavity oncological surgeries were included. Airway assessment included inter-incisor gap, Mallampati class, neck movements, and radiological features. Surgical parameters, postoperative ventilatory support, and complications were documented.
RESULTS
The buccal mucosa was the most common cancer site (48.0%), and direct laryngoscopy was deemed difficult in 58.0% of patients. Awake fibreoptic intubation or elective tracheostomy was required in 43.0% of cases. Thirty-three patients were extubated on the table, and 34 patients were successfully managed with a delayed extubation strategy. In comparison with the TRACHY study, variations were observed in demographic parameters, tumour characteristics, and surgical interventions. Our mean TRACHY score was 1.38, and only five patients had a score ≥4. Prophylactic tracheostomy was performed in 2.0% of cases, in contrast to the TRACHY study in which 42.0% of patients underwent the procedure.
CONCLUSION
The study emphasizes the challenges in airway management for oral cavity cancer surgery. While prophylactic tracheostomy may be necessary in specific cases, individualized approaches, including delayed extubation, are preferrable to maximize safety. Our findings contribute to better understanding and managing perioperative challenges in oral cancer patients and highlight the need for personalized strategies. Scoring systems like TRACHY should not be accepted as universally applicable.
PubMed: 38940651
DOI: 10.5125/jkaoms.2024.50.3.146 -
Journal of Advanced Nursing Jun 2024To describe the variations of family members' conceptions of their supportive care needs (SCN) across the colorectal cancer (CRC) trajectory.
AIM
To describe the variations of family members' conceptions of their supportive care needs (SCN) across the colorectal cancer (CRC) trajectory.
DESIGN
A descriptive qualitative study with a phenomenographic approach.
METHOD
Individual semi-structured interviews were conducted from May 2022 to October 2022 with 23 family members of persons diagnosed with colorectal cancer. The interviews were analysed using phenomenographic analysis following the Consolidated criteria for reporting qualitative research (COREQ) checklist.
RESULTS
The phenomenographic analysis resulted in five categories. Not of importance describes family members' needs as unimportant due to the good prognosis and the organization of care and in relation to the needs of others. Only satisfiable by professionals describes information possessed by the healthcare professionals as key, as well as the need for professional counselling for the family members to process their emotions. Managed by themselves describes family members preferring to manage their SCN themselves by turning to the appropriate social support and/or by using coping skills. Understood retrospectively describes SCN as only understandable when things have calmed down and as requiring one's own experience to understand. Left unmet describes SCN as unnoticed by the healthcare professionals or not brought to light by the family members, or family members not knowing where to turn for support.
CONCLUSION
Supportive care should involve individualized information, proactive and repeated assessments of needs across the trajectory, as well as encouragement of family members to reflect on their needs and to accept support when needed.
IMPACT
There is a gap in the literature regarding family members' SCN across the CRC trajectory which this study addresses. Findings show five categories of family members' conceptions of their SCN. Those findings could serve as a basis for the development of clinical colorectal supportive care across the cancer trajectory.
IMPLICATIONS FOR THE PROFESSION AND/OR PATIENT CARE
Findings show that to offer family members of persons diagnosed with colorectal cancer support only at the time of diagnosis is insufficient. Instead, the healthcare team is recommended to proactively and repeatedly try to identify those in need and the characteristics of their needs. In addition, it is important to offer individualized information and strive to encourage family members to reflect on their situation and to not suppress their own needs if emerging.
REPORTING METHOD
Reporting adheres to the consolidated criteria for reporting qualitative research (COREQ) checklist.
PATIENT OR PUBLIC CONTRIBUTION
No patient or public contribution.
PubMed: 38940487
DOI: 10.1111/jan.16308 -
Acta Medica Philippina 2024Perception about Physical and Rehabilitation Medicine provides information about awareness on identifying disabilities and managing their impact on activities of daily...
OBJECTIVES
Perception about Physical and Rehabilitation Medicine provides information about awareness on identifying disabilities and managing their impact on activities of daily living; however, misconceptions about the field continue to exist among both students and physicians. This study aims to describe the perceptions of clinical clerks and interns towards the practice and role of Rehabilitation Medicine in management of patients.
METHODS
This is a descriptive cross-sectional study. Students from the Learning Unit 6 and 7 of UP College of Medicine answered adapted online survey forms from a previous study and participated in online focus group discussions. Qualitative data were used to infer the perception of medical students towards the specialty. The effect of the respondent's profile, background and affiliation on their knowledge, attitudes and perceptions were analyzed using One-Way ANOVA (α = 0.05). Qualitative data were analyzed using thematic analysis.
RESULTS
Learning Unit 6 and 7 students were found to have a perceived broad level of knowledge with regards the specialty. The students associated the specialty with focus on holistic care, quality of life, interdisciplinary collaboration, and diversity of cases managed. No statistically significant differences were found between the perception among: 1) Learning Unit 6 and 7, 2) those with or without a previous encounter with the specialty, 3) allied medical and non-allied medical undergraduate courses in terms of: a) confidence in the knowledge (p = 0.489), b) familiarity with conditions managed (p = 0.93) and c) interest towards the specialty (p = 0.693). The Organ System Integrated (OSI) curriculum, which promotes horizontal and vertical integration of concepts, provided a wide understanding of the basic concepts related to physiatry. The students' responses suggest a positive attitude towards Physical and Rehabilitation Medicine, as measured in their level of interest about knowing more regarding the specialty. Most common perceptions were that the specialty was multidisciplinary and holistic. However, the respondents' perceptions regarding the roles of the Rehabilitation team were limited.
CONCLUSION
Learning unit level 6 and 7 students had a broad understanding of the practice and scope of the Physical and Rehabilitation Medicine specialty. Future researches can include other medical students in all year levels, including Learning Units 3, 4 and 5 of UPCM, to observe the development of their perceptions about the specialty throughout medical school.
PubMed: 38939853
DOI: 10.47895/amp.vi0.5998 -
Cureus May 2024Reverse takotsubo cardiomyopathy is a rare variant of the classic stress-induced takotsubo cardiomyopathy. It is associated with transient left ventricular (LV) systolic...
Reverse takotsubo cardiomyopathy is a rare variant of the classic stress-induced takotsubo cardiomyopathy. It is associated with transient left ventricular (LV) systolic dysfunction characterized by basal hypokinesis and apical hyperkinesis. We present a case of a 27-year-old woman who presented to an outside facility for a scheduled cesarean section and developed perioperative chest tightness, hypoxemia, and hypotension. Her electrocardiogram (ECG) showed sinus rhythm with marked ST segment depressions in leads V4-V6. High sensitivity troponin was elevated to 474 ng/L. Transthoracic echocardiography revealed an LV ejection fraction of 52% (Simpson's) with hypokinesis of the basal myocardial segments and hyperdynamic systolic function of the apical segments. Subsequent coronary angiography showed angiographically normal epicardial coronaries. Left ventriculography showed ballooning of the basal segments with apical hyperkinesis. She was subsequently diagnosed with reverse takotsubo cardiomyopathy and managed conservatively with beta-blockers. In this case, we highlight the need for collaboration between the cardiology and obstetric teams for tailored management strategies to ensure the well-being of both mother and baby.
PubMed: 38939286
DOI: 10.7759/cureus.61225 -
PeerJ 2024Femoroacetabular impingement syndrome (FAIS) can cause hip pain and chondrolabral damage that may be managed non-operatively or surgically. Squatting motions require... (Randomized Controlled Trial)
Randomized Controlled Trial
Squatting biomechanics following physiotherapist-led care or hip arthroscopy for femoroacetabular impingement syndrome: a secondary analysis from a randomised controlled trial.
BACKGROUND
Femoroacetabular impingement syndrome (FAIS) can cause hip pain and chondrolabral damage that may be managed non-operatively or surgically. Squatting motions require large degrees of hip flexion and underpin many daily and sporting tasks but may cause hip impingement and provoke pain. Differential effects of physiotherapist-led care and arthroscopy on biomechanics during squatting have not been examined previously. This study explored differences in 12-month changes in kinematics and moments during squatting between patients with FAIS treated with a physiotherapist-led intervention (Personalised Hip Therapy, PHT) and arthroscopy.
METHODS
A subsample ( = 36) of participants with FAIS enrolled in a multi-centre, pragmatic, two-arm superiority randomised controlled trial underwent three-dimensional motion analysis during squatting at baseline and 12-months following random allocation to PHT ( = 17) or arthroscopy ( = 19). Changes in time-series and peak trunk, pelvis, and hip biomechanics, and squat velocity and maximum depth were explored between treatment groups.
RESULTS
No significant differences in 12-month changes were detected between PHT and arthroscopy groups. Compared to baseline, the arthroscopy group squatted slower at follow-up (descent: mean difference -0.04 m∙s (95%CI [-0.09 to 0.01]); ascent: -0.05 m∙s [-0.11 to 0.01]%). No differences in squat depth were detected between or within groups. After adjusting for speed, trunk flexion was greater in both treatment groups at follow-up compared to baseline (descent: PHT 7.50° [-14.02 to -0.98]%; ascent: PHT 7.29° [-14.69 to 0.12]%, arthroscopy 16.32° [-32.95 to 0.30]%). Compared to baseline, both treatment groups exhibited reduced anterior pelvic tilt (descent: PHT 8.30° [0.21-16.39]%, arthroscopy -10.95° [-5.54 to 16.34]%; ascent: PHT -7.98° [-0.38 to 16.35]%, arthroscopy -10.82° [3.82-17.81]%), hip flexion (descent: PHT -11.86° [1.67-22.05]%, arthroscopy -16.78° [8.55-22.01]%; ascent: PHT -12.86° [1.30-24.42]%, arthroscopy -16.53° [6.72-26.35]%), and knee flexion (descent: PHT -6.62° [0.56- 12.67]%; ascent: PHT -8.24° [2.38-14.10]%, arthroscopy -8.00° [-0.02 to 16.03]%). Compared to baseline, the PHT group exhibited more plantarflexion during squat ascent at follow-up (-3.58° [-0.12 to 7.29]%). Compared to baseline, both groups exhibited lower external hip flexion moments at follow-up (descent: PHT -0.55 N∙m/BW∙HT[%] [0.05-1.05]%, arthroscopy -0.84 N∙m/BW∙HT[%] [0.06-1.61]%; ascent: PHT -0.464 N∙m/BW∙HT[%] [-0.002 to 0.93]%, arthroscopy -0.90 N∙m/BW∙HT[%] [0.13-1.67]%).
CONCLUSION
Exploratory data suggest at 12-months follow-up, neither PHT or hip arthroscopy are superior at eliciting changes in trunk, pelvis, or lower-limb biomechanics. Both treatments may induce changes in kinematics and moments, however the implications of these changes are unknown.
TRIAL REGISTRATION DETAILS
Australia New Zealand Clinical Trials Registry reference: ACTRN12615001177549. Trial registered 2/11/2015.
Topics: Humans; Femoracetabular Impingement; Arthroscopy; Male; Female; Biomechanical Phenomena; Adult; Range of Motion, Articular; Hip Joint; Middle Aged; Treatment Outcome; Physical Therapy Modalities
PubMed: 38938616
DOI: 10.7717/peerj.17567 -
JACC. Advances Dec 2023Statins can improve outcomes in high-risk primary prevention populations. However, application in clinical practice has lagged.
BACKGROUND
Statins can improve outcomes in high-risk primary prevention populations. However, application in clinical practice has lagged.
OBJECTIVES
The objective of this study was to compare an active vs a passive strategy (ie, usual care) to statin prescription for primary prevention of atherosclerotic cardiovascular disease (ASCVD).
METHODS
A total of 3,770 patients ≥50 years of age without a history of ASCVD or statin use were invited to enroll in CorCal, with 601 consenting to participate. These patients were randomized 1:1 to statin initiation guided by the pooled cohort equation or by coronary artery calcium scoring (CACS). Outcomes (2.8-year follow-up) compared patients managed actively vs passively (randomly invited but declined or did not respond).
RESULTS
Patient demographics were well matched. Statin recommendation was common among enrolled patients (41.7%). During follow-up, 25.3% of active patients were taking a statin vs 9.8% managed passively ( < 0.0001). Active patients had more lipid panels (median 2.0 vs 1.0), lower low-density lipoprotein cholesterol (109 vs 117 mg/dL) (both < 0.0001), and a low rate of major adverse cardiovascular events during follow-up (0.6% vs 1.0%, = 0.47). Statistical comparisons included -tests, chi-squared tests, nonparametric tests, and time-to-event tests as appropriate.
CONCLUSIONS
An active approach to statin selection for primary ASCVD prevention identified a large treatment opportunity and led to over twice as many patients on statins compared to passive (usual care) management. A large CorCal Outcomes Trial is underway to more definitively assess the impact on outcomes of active management of statins for primary prevention.
PubMed: 38938499
DOI: 10.1016/j.jacadv.2023.100676