AI-based differential diagnosis of dementia etiologies on multimodal data.

Differential diagnosis of dementia remains a challenge in neurology due to symptom overlap across etiologies, yet it is crucial for formulating early, personalized management strategies. Here, we present an AI model that harnesses a broad array of data, including demographics, individual and family medical history, medication use, neuropsychological assessments, functional evaluations, and multimodal neuroimaging, to identify the etiologies contributing to dementia in individuals. The study, drawing on 51,269 participants across 9 independent, geographically diverse datasets, facilitated the identification of 10 distinct dementia etiologies. It aligns diagnoses with similar management strategies, ensuring robust predictions even with incomplete data. Our model achieved a micro-averaged area under the receiver operating characteristic curve (AUROC) of 0.94 in classifying individuals with normal cognition, mild cognitive impairment and dementia. Also, the micro-averaged AUROC was 0.96 in differentiating the dementia etiologies. Our model demonstrated proficiency in addressing mixed dementia cases, with a mean AUROC of 0.78 for two co-occurring pathologies. In a randomly selected subset of 100 cases, the AUROC of neurologist assessments augmented by our AI model exceeded neurologist-only evaluations by 26.25%. Furthermore, our model predictions aligned with biomarker evidence and its associations with different proteinopathies were substantiated through postmortem findings. Our framework has the potential to be integrated as a screening tool for dementia in various clinical settings and drug trials, with promising implications for person-level management.

Denosumab for an inoperable giant cell tumour of the ischial bone.

Giant cell tumour of bone is a benign, locally aggressive osteolytic tumour that typically affects skeletally mature young individuals. It predominantly emerges within the metaphysis, extending towards the epiphysis of long bones, while occurrences in flat bones are exceptionally rare. We present a case of a woman in her late 20s who presented with a large right ischial mass. A biopsy confirmed the mass as a giant cell tumour. The tumour extended to the acetabulum, and due to the potential risk of significant bleeding and contamination during en bloc excision, a prudent approach involved initiating denosumab therapy, a monoclonal antibody targeting receptor activator of nuclear factor-κB ligand therapy, before proceeding with radical surgery. Denosumab therapy successfully rendered a previously inoperable tumour favourable for surgical intervention. We went on to perform a type 2 and 3 internal hemipelvectomy, followed by a reconstruction with a hip endoprosthesis replacement.

Deep learning for risk-based stratification of cognitively impaired individuals.

Quantifying the risk of progression to Alzheimer's disease (AD) could help identify persons who could benefit from early interventions. We used data from the Alzheimer's Disease Neuroimaging Initiative (ADNI, n = 544, discovery cohort) and the National Alzheimer's Coordinating Center (NACC, n = 508, validation cohort), subdividing individuals with mild cognitive impairment (MCI) into risk groups based on cerebrospinal fluid amyloid-ß levels and identifying differential gray matter patterns. We then created models that fused neural networks with survival analysis, trained using non-parcellated T1-weighted brain MRIs from ADNI data, to predict the trajectories of MCI to AD conversion within the NACC cohort (integrated Brier score: 0.192 [discovery], and 0.108 [validation]). Using modern interpretability techniques, we verified that regions important for model prediction are classically associated with AD. We confirmed AD diagnosis labels using postmortem data. We conclude that our framework provides a strategy for risk-based stratification of individuals with MCI and for identifying regions key for disease prognosis.

An ultrafast brain MRI technique for evaluating acute neurologic deficits in the emergency department.

Herein we share our preliminary experience with an ultrafast brain MRI technique for use in the ED consisting of axial T1-weighted (40 s), axial T2-weighted (62 s), axial diffusion-weighted (80 s), axial FLAIR (96 s), axial T2* (6 s), and axial susceptibility-weighted (108 s) imaging for a total scan time of 6 min and 53 s. Utilization of this ultrafast technique yields an efficient assessment of the brain, decreases ED length of stay and inpatient observation admissions, and may obviate the need for vascular imaging with either CTA or MRA in the ED.

Metacarpophalangeal Joint Arthroplasty in Juvenile Idiopathic Arthritis: A Case Series.

Introduction: Juvenile idiopathic arthritis (JIA) is an inflammatory arthritis of childhood that can lead to pain and dysfunction of the hands. In severe progressive cases, in which medical treatment does not result in symptom improvement, limited options are available. Metacarpophalangeal (MCP) joint arthroplasty remains a standard surgical treatment for inflammatory arthritis of the MCPmetacarpophalangeal joints in adults; however, no reports exist about its use in children or for JIA. Case Presentation: We present two cases of MCP joint arthroplasty in patients with severe progressive JIA. The first patient presented at 21 years old with increasing pain and limited use of her right hand and underwent MCP arthroplasty using a pyrocarbon implant. The second patient presented at 14 years old with severe pain, contractures, subluxations, and the inability to use her right hand, subsequently undergoing MCP replacement with a silicone-based implant. The joint replacements resulted in pain relief and improvement of hand function for both patients, though the pyrocarbon implants had poor radiographic outcomes at 7 years follow- up, while the silicone implants had limited functional improvement. Conclusions: MCPMetacarpophalangeal joint replacement may be considered in patients with severe inflammatory arthritis to relieve pain and/or to extend functional use of the fingers and hands. In these cases, silicone arthroplasty radiographically fared better than pyrocarbon.

Multimodal deep learning for Alzheimer's disease dementia assessment.

Worldwide, there are nearly 10 million new cases of dementia annually, of which Alzheimer's disease (AD) is the most common. New measures are needed to improve the diagnosis of individuals with cognitive impairment due to various etiologies. Here, we report a deep learning framework that accomplishes multiple diagnostic steps in successive fashion to identify persons with normal cognition (NC), mild cognitive impairment (MCI), AD, and non-AD dementias (nADD). We demonstrate a range of models capable of accepting flexible combinations of routinely collected clinical information, including demographics, medical history, neuropsychological testing, neuroimaging, and functional assessments. We then show that these frameworks compare favorably with the diagnostic accuracy of practicing neurologists and neuroradiologists. Lastly, we apply interpretability methods in computer vision to show that disease-specific patterns detected by our models track distinct patterns of degenerative changes throughout the brain and correspond closely with the presence of neuropathological lesions on autopsy. Our work demonstrates methodologies for validating computational predictions with established standards of medical diagnosis.

Plexiform neurofibromatosis with peripheral malignant nerve sheath tumor and scoliosis - more surveillance imaging needed?

Malignant peripheral nerve sheath tumors (MPNSTs) are rare but aggressive neoplasms associated with neurofibromatosis type 1. Specifically, children with deep plexiform neurofibromas are 18 times more likely to develop MPNSTs compared to the general population. However, there is currently no standard surveillance imaging protocol for children diagnosed with deep plexiform neurofibromatosis. We present a case of a boy with neurofibromatosis type 1 and scoliosis, who later developed MPNST. This case highlights the need for more frequent surveillance imaging and the challenges of diagnosing MPNST in a patient with scoliosis. In order to facilitate early detection of malignant transformation, we suggest annual surveillance MR imaging for patients known to have deep plexiform neurofibromatosis.

The Effect of Anticoagulation on the Treatment of Dupuytren Contracture with Collagenase.

BACKGROUND: There have been no formal studies of the use of collagenase clostridium histolyticum (Xiaflex; Endo Pharmaceuticals, Malvern, Pa.) in the anticoagulated patient. Previous study on its use excluded patients receiving anticoagulation therapy. This study reviewed the effects of anticoagulation use in patients undergoing collagenase clostridium histolyticum injection and cord rupture to determine safety and efficacy. METHODS: The authors retrospectively reviewed patients receiving collagenase clostridium histolyticum injections for Dupuytren contracture between 2010 and 2017. Outcomes included type of anticoagulation, skin tear, tendon rupture, lymphadenopathy, sensory abnormality, hematoma, and bleeding. RESULTS: A total of 388 injections were performed in 197 patients. The average clinical follow-up was 311 days. Fifty-two percent of patients (n = 201) were anticoagulated. The vast majority were taking aspirin (acetylsalicylic acid) (n = 182), followed by warfarin (n = 27), clopidogrel (n = 9), apixaban (n = 8), rivaroxaban (n = 4), and dabigatran (n = 2). There were 42 skin tears, 21 in the anticoagulated group. One tendon rupture occurred in the anticoagulated group (acetylsalicylic acid) and none occurred in the nonanticoagulated group (p = 0.34). No patients experienced sensory abnormalities, a hematoma requiring intervention, or uncontrollable bleeding. CONCLUSIONS: Anticoagulation is commonly encountered by hand surgeons treating Dupuytren contracture. There is no significant difference in complications in the anticoagulated patient versus the nonanticoagulated patient. It is safe to perform collagenase clostridium histolyticum injections for Dupuytren contracture in the anticoagulated patient, regardless of the type of anticoagulation. CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutic, III.

Effect of Trapeziectomy on Carpal Stability.

Background: The scaphoid-trapezoid-trapezium (STT) articulation stabilizes the scaphoid and links the proximal and distal carpal rows. The purpose of the study was to determine whether trapezium excision in the treatment of trapeziometacarpal (TM) arthritis affects carpal stability. Methods: A retrospective chart and radiographic review was performed on all wrists that underwent trapeziectomy with suspensionplasty or ligament reconstruction, and tendon interposition for TM arthritis between 2004 and 2016. Radiographic outcome measures included the modified carpal height ratio (MCHR) and radioscaphoid (RS), radiolunate (RL), and scapholunate (SL) angles. Degenerative change at the TM and STT joints was classified according to the Eaton-Littler, and Knirk and Jupiter classification systems. Radiographic parameters were compared between preoperative and final follow-up time points. Results: A total of 122 wrists were included in the study with a mean follow-up of 3.5 years (range: 1.0-13.0 years). The mean RL (range: -2.2° ± 11.8° to -10.7° ± 16.5°) and RS angles (range: 52.6° ± 13.8° to 44.4° ± 17.8°) decreased significantly (<.001) without significant change in SL angle, indicating progressive lunate and scaphoid extension after trapeziectomy. The mean MCHR decreased significantly (range: 1.6 ± 0.1 to 1.5 ± 0.1) following trapeziectomy, indicating progressive carpal collapse. Progressive scaphoid-trapezoid arthrosis was observed following trapeziectomy. No other preoperative radiographic factors investigated were associated with significant differences in preoperative and postoperative values for radiographic outcome measures. Conclusions: Trapeziectomy can lead to loss of carpal height, coordinated extension of both the lunate and scaphoid, and progressive scaphotrapezoid arthrosis. As such, in wrists with dynamic or static carpal instability, trapeziectomy should be performed with caution due to the risk of carpal collapse with a nondissociative pattern of dorsal intercalated segment instability.

An investigative study on the perception and acceptability of a COVID-19 Vaccine of the public in Trinidad and Tobago

• The COVID-19 pandemic has had a devastating impact on global morbidity and mortality rates and adversely affected society and economies. • To control this pandemic, mass vaccination is required. • Many countries have reported varying levels of COVID-19 vaccine acceptance. • The public perception of the COVID-19 vaccine and acceptance of the vaccine are unknown in Trinidad and Tobago.

Impact of the COVID-19 pandemic on anaesthesia trainees and their training.

Coronavirus disease 2019 (COVID-19; severe acute respiratory syndrome coronavirus 2 [SARS-CoV-2] has dislocated clinical services and postgraduate training. To better understand and to document these impacts, we contacted anaesthesia trainees and trainers across six continents and collated their experiences during the pandemic. All aspects of training programmes have been affected. Trainees report that reduced caseload, sub-specialty experience, and supervised procedures are impairing learning. Cancelled educational activities, postponed examinations, and altered rotations threaten progression through training. Job prospects and international opportunities are downgraded. Work-related anxieties about provision of personal protective equipment, and risks to self and to colleagues are superimposed on concerns for family and friends and domestic disruption. These seismic changes have had consequences for well-being and mental health. In response, anaesthetists have developed innovations in teaching and trainee support. New technologies support trainer-trainee interactions, with a focus on e-learning. National training bodies and medical regulators that specify training and oversee assessment of trainees and their progression have provided flexibility in their requirements. Within anaesthesia departments, support transcends grades and job titles with lessons for the future. Attention to wellness, awareness of mental health issues and multimodal support can attenuate but not eliminate trainee distress.

Outcomes of Surgical Management for Thumb Basilar Arthritis in Patients 55 Years of Age and Younger.

Background: Trapeziectomy with ligament reconstruction tendon interposition (LRTI) or suspensionplasty is an effective treatment in older patients with end-stage thumb basilar arthritis. However, the survivability of this procedure is unknown in younger patients who may impart more stress on their thumbs. Methods: A retrospective review was performed on all patients who underwent trapeziectomy and LRTI or suspensionplasty at 55 years of age or younger from 1992 to 2008. Objective clinical outcome measures included preoperative to postoperative changes in thumb range of motion, grip and pinch strength, a study-specific thumb function score, and the Buck-Gramcko subjective outcome score. Progressive metacarpal subsidence was evaluated on radiographs. Survivorship free from revision surgery was calculated with a Kaplan-Meier analysis. Results: A total of 57 wrists underwent trapeziectomy and LRTI (n = 18) or suspensionplasty (n = 39). The mean patient age at the time of surgery was 49.6 years (range: 38-55 years). Mean clinical and radiographic follow-up were 10.2 and 6.4 years, respectively. Overall, there were significant improvements in pain and grip strength despite progressive and metacarpal subsidence. Survivorship was 100% and 86% free from revision surgery at 10 and 15 years, respectively (n = 2 failures). Conclusions: Trapeziectomy and LRTI or suspensionplasty in patients less than or equal to 55 years of age can result in considerable improvements in pain and grip strength with a 10-year survivorship free from revision.

Two Cases of Traumatic Brachial Plexus Injury With Complete Spinal Cord Injury.

BACKGROUND: Traumatic brachial plexus injury (BPI) in patients with complete spinal cord injury (SCI) such as paraplegia or tetraplegia is a very rare and debilitating combined injury that can occur in high-energy traumas. Management of a BPI should be aimed at regaining strength for self-transfers and activities of daily living to restore independence. However, brachial plexus reconstruction (BPR) in this unique patient population requires considerable planning due to the combined elements of upper and lower motor neuron injuries. METHODS: We present 2 cases of traumatic complete SCI with concomitant BPI with mean follow-up of 42 months after BPR. The first patient had a left C5-7 BPI with a T2 complete SCI. The second patient sustained a left C5-8 BPI with complete SCI at C8. RESULTS: The first patient underwent BPR including free functioning muscle, intra- and extraplexal nerve transfers, and tendon transfers resulting in active elbow flexion and active elbow, finger, and thumb extension, but no recovery of shoulder function. While the second patient underwent extra-plexal nerve transfer to restore elbow flexion yet did not recover any function in the left upper extreimty. CONCLUSIONS: Because extensive upper and lower motor neuron injuries are present in these combined injuries, treatment strategies are limited. Expectations should be tempered in these patients as traditional methods to reconstruct the brachial plexus may result in less than ideal functional outcomes due to the associated upper motor neuron injury.

How Much Is That Head CT? Price Transparency and Variability in Radiology.

PURPOSE: To extend the investigation of price transparency and variability to medical imaging. METHODS: Eighteen upper-tier academic hospitals identified by U.S. News & World Report and 14 of the 100 largest private radiology practices in the country identified by the Radiology Business Journal were contacted by telephone between December 2013 and February 2014 to determine the cash price for a noncontrast head CT. The price for a noncontrast head CT was chosen to assess price transparency in medical imaging because it represents a standard imaging examination with minimal differences in quality. RESULTS: Fourteen upper-tier academic hospitals (78%) and 11 private practices (79%) were able to provide prices for a noncontrast head CT. There was no significant difference between the proportions of upper-tier academic hospitals and private practices that were able to provide prices for a noncontrast head CT (P = .96). The average total price for the upper-tier academic hospitals was $1,390.12 ± $686.13, with the price ranging from $391.62 to $2,015. The average total price for the private practices was $681.60 ± $563.58, with the total price ranging from $211 to $2,200. CONCLUSIONS: Prices for a noncontrast head CT study were readily available from the vast majority of upper-tier academic hospitals and private practices, although there was tremendous variation in the price estimates both within and between the upper-tier academic hospitals and private practices. Routine medical imaging thus appears to be more price transparent compared with other health care services.

Radiation exposure from CT-guided ablation of renal masses: effects on life expectancy.

OBJECTIVE. The purpose of this article is to project the effects of radiation exposure on life expectancy (LE) in patients who opt for CT-guided radiofrequency ablation (RFA) instead of surgery for renal cell carcinoma (RCC). MATERIALS AND METHODS. We developed a decision-analytic Markov model to compare LE losses attributable to radiation exposure in hypothetical 65-year-old patients who undergo CT-guided RFA versus surgery for small (≤ 4 cm) RCC. We incorporated mortality risks from RCC, radiation-induced cancers (for procedural and follow-up CT scans), and all other causes; institutional data informed the RFA procedural effective dose. Radiation-induced cancer risks were generated using an organ-specific approach. Effects of varying model parameters and of dose-reduction strategies were evaluated in sensitivity analysis. RESULTS. Cumulative RFA exposures (up to 305.2 mSv for one session plus surveillance) exceeded those from surgery (up to 87.2 mSv). In 65-year-old men, excess LE loss from radiation-induced cancers, comparing RFA to surgery, was 11.7 days (14.6 days for RFA vs 2.9 days for surgery). Results varied with sex and age; this difference increased to 14.6 days in 65-year-old women and to 21.5 days in 55-year-old men. Dose-reduction strategies that addressed follow-up rather than procedural exposure had a greater impact. In 65-year-old men, this difference decreased to 3.8 days if post-RFA follow-up scans were restricted to a single phase; even elimination of RFA procedural exposure could not achieve equivalent benefits. CONCLUSION. CT-guided RFA remains a safe alternative to surgery, but with decreasing age, the higher burden of radiation exposure merits explicit consideration. Dose-reduction strategies that target follow-up rather than procedural exposure will have a greater impact.

Recanalisation success is independent of ASPECTS in predicting outcomes after intra-arterial therapy for acute ischaemic stroke.

Intra-arterial (IA) therapy for stroke is an increasingly utilised management approach for acute ischaemic stroke. We aimed to correlate radiological characteristics and recanalisation success with radiological and functional outcomes at 90 days in patients treated with IA therapy. This was a single centre, retrospective study investigating the correlation between pre-procedural Computed Tomography-Angiogram Source Image (CTA-SI) Alberta Stroke Program Early Computed Tomography Score (ASPECTS), recanalisation success, and functional outcome at 90 days in patients with an acute ischaemic stroke from 2007-2012. Outcome measures were pre-procedural non-contrast computed tomography (NCCT), CTA-SI, and post-procedural NCCT ASPECTS that were obtained and analysed by three blinded reviewers, recanalisation success (Thrombolysis in Cerebral Infarction [TICI] 2b-3) and favourable clinical outcome (90 day modified Rankin scale [mRS] score ≤ 2). Forty-four patients satisfied the inclusion criteria. The mean age was 64.2 years (standard deviation: 14.9; median: 66.5; interquartile range [IQR]: 54.5-76.5). The median National Institutes of Health Stroke Scale score was 17 (IQR: 13.5-20). Twenty-one (47.7%) patients achieved a mRS score ≤ 2. The 90 day mortality rate was 25.0% (n=11). Of the patients who achieved TICI ≥ 2b-3, 65.5% (19/29) achieved mRS 2. There was a statistically significant association between recanalisation success (TICI 2b) and favourable neurological outcome at 90 days (odds ratio [OR] 25.22, 95% confidence interval [CI]: 2.86-222.37, p<0.005). Patients with high pre-procedural CTA-SI ASPECTS are significantly more likely to have high post-procedural NCCT score (OR 23.36, 95% CI: 3.26-166.92, p=0.002). Recanalisation success was strongly associated with good clinical outcome, unaffected by known predictive factors, which included age and stroke severity. This association was unattenuated by CTA-SI ASPECTS.

Self-administered preoperative antiseptic wash to prevent postoperative infection after deep brain stimulation.

BACKGROUND: Prevention of surgical site infections is critical in deep brain stimulation (DBS). In the present study, we tested the ability of a self-administered preoperative alcohol-based (70% ethyl alcohol) preparation to reduce the rate of postoperative infection after DBS surgery. METHODS: This Institutional Review Board-approved retrospective review was conducted at our institution between January 2005 and October 2007 (mean follow-up, 23 months). The participants comprised a consecutive sample of 172 patients with movement disorders who underwent DBS surgery at our institution. Starting in January 2007, all patients were required to use the alcohol-based preparation. These patients (n = 48) were instructed to self-administer the wash on the night before surgery and the morning of surgery. Before this time, no self-administered wash was used (n = 122). RESULTS: There was no difference in preoperative skin cleansing between the 2 groups, and all patients received intravenous antibiotics immediately before and after surgery for 24 hours. We compared the rate of postoperative infection in the 2 groups and reviewed other possible factors underlying infection. We found 11 cases of infection (6.47%), all in the group without the preoperative antiseptic wash. The infection rate was 9.02% in the group without the preoperative wash and 0 in the group with the preoperative wash (P < .029). There was no difference between the 2 groups in terms of mean age, duration of operative procedure, or number of microelectrode tracts attempted. CONCLUSIONS: Our results support the incorporation of this self-administered antiseptic wash into our standard antiseptic protocol for patients undergoing DBS surgery.

Maggot debridement therapy with Lucilia cuprina: a comparison with conventional debridement in diabetic foot ulcers.

This is prospective case-control study of more than 18 months performed to assess the effectiveness of maggot debridement therapy (MDT) with the sterile larvae of Lucilia cuprina (a tropical blowfly maggot) for the treatment of diabetic foot ulcers. Literature thus far has only reported results with the temperate maggot, Lucilia sericata. This study documents outcome in diabetic foot wounds treated with maggot debridement versus those treated by conventional debridement alone. In this series of 29 patients treated with MDT, 14 wounds were healed, 11 were unhealed and 4 were classified under others. The control group treated by conventional debridement had 30 patients of which 18 wounds were healed, 11 unhealed and 1 classified under others. There was no significant difference in outcome between the two groups. The conclusion that can be made from this study is that MDT with L. cuprina is as effective as conventional debridement in the treatment of diabetic foot ulcers. It would be a feasible alternative to those at high risk for surgery or for those who refuse surgery.