New Diagnostic Tools for Pulmonary Embolism Detection.

The presentation of pulmonary embolism (PE) varies from asymptomatic to life-threatening, and management involves multiple specialists. Timely diagnosis of PE is based on clinical presentation, D-dimer testing, and computed tomography pulmonary angiogram (CTPA), and assessment by a Pulmonary Embolism Response Team (PERT) is critical to management. Artificial intelligence (AI) technology plays a key role in the PE workflow with automated detection and flagging of suspected PE in CTPA imaging. HIPAA-compliant communication features of mobile and web-based applications may facilitate PERT workflow with immediate access to imaging, team activation, and real-time information sharing and collaboration. In this review, we describe contemporary diagnostic tools, specifically AI, that are important in the triage and diagnosis of PE.

Three-dimensional imaging studies in mice identify cellular dynamics of skeletal muscle regeneration.

The function of many organs, including skeletal muscle, depends on their three-dimensional structure. Muscle regeneration therefore requires not only reestablishment of myofibers but also restoration of tissue architecture. Resident muscle stem cells (SCs) are essential for regeneration, but how SCs regenerate muscle architecture is largely unknown. We address this problem using genetic labeling of mouse SCs and whole-mount imaging to reconstruct, in three dimensions, muscle regeneration. Unexpectedly, we found that myofibers form via two distinct phases of fusion and the residual basement membrane of necrotic myofibers is critical for promoting fusion and orienting regenerated myofibers. Furthermore, the centralized myonuclei characteristic of regenerated myofibers are associated with myofibrillogenesis and endure months post injury. Finally, we elucidate two cellular mechanisms for the formation of branched myofibers, a pathology characteristic of diseased muscle. We provide a synthesis of the cellular events of regeneration and show that these differ from those used during development.

Measuring the monetization strategies of websites with application to pro- and anti-vaccine communities.

Anti-vaccine content and other kinds of misinformation are hypothesized to be more heavily monetized than other kinds of online content. We test this hypothesis by applying several novel and scalable measures of website monetization strategies to more than 400,000 links shared by 261 anti-vaccine Facebook pages and 190 pro-vaccine ones. Contrary to expectations, websites promoted in pro-vaccine venues do more to monetize attention than those promoted in anti-vaccine venues. This is a consequence of how intensely monetized news websites are-pro-vaccine venues share more links to news. The specific news sites shared by anti-vaccine venues are rated less credible by fact-checking organizations, but we find little substantive difference in their monetization strategies. These results emphasize the need to interpret measures of monetization within the context of the broader "attention economy".

Venous stent patency is independent of total stented length in nonthrombotic iliac vein and post-thrombotic venous stenoses.

OBJECTIVE: Venous stenting has become the preferred treatment of symptomatic outflow obstruction due to nonthrombotic iliac vein lesions (NIVLs) and post-thrombotic venous stenoses (PTs). A paucity of data exists regarding the effect of stent length on patency rates after intervention. We evaluated the association between stent length and patency in patients treated for iliofemoral venous outflow obstruction. METHODS: The institutional review board approved the present study. A total of 161 patients had undergone venous stenting for NIVLs and thrombotic disease from January 2016 to April 2021. For thrombotic disease, patients with PTs and those with acute deep vein thrombosis (DVT) with underlying outflow obstruction were included. The patient characteristics evaluated included gender, age, body mass index, diagnosed thrombophilia, a history of venous thromboembolism, and CEAP (clinical, etiologic, anatomic, pathophysiologic) score. All the patients had undergone multiplanar venography and intravascular ultrasound during the index procedure. The intravascular ultrasound findings were used to determine the diameter and length of the implanted stents. The patients were placed into two groups, those with stented lengths ≤100 mm and those with stented lengths >100 mm. The primary end point was stent patency between the two groups using duplex ultrasound at 6 months. RESULTS: A total of 108 patients (58.3% female) had had 6-month duplex ultrasound scans available for review. Their mean age was 55.6 ± 17.2 years. The mean body mass index was 31.7 ± 6.9 kg/m2. Overall, the 6-month patency was 89.9%. Of the 108 patients, 56 (51.9%) had had a total stented length of ≤100 mm with a 6-month patency of 92.9%. The remaining 52 patients (48.1%) had had a total stented length >100 mm with a 6-month patency of 86.5%. The rate of patency did not differ significantly between the two groups (P = .222). Stent patency at 6 months for patients with NIVLs was 98% (40 of 41). Stent patency for patients with PTs was 84% (32 of 38). Patency for patients with acute DVT who had undergone stenting after thrombectomy was 86% (25 of 29). Overall, 10 patients with thrombotic disease, including PT and acute DVT, had developed stent thrombosis. The total stented length was not predictive of the loss of patency. CONCLUSIONS: These findings suggest that the length of stent coverage does not confer an increased likelihood of stent thrombosis for patients with iliofemoral venous obstruction. Interventionalists should treat the affected venous segments identified on intravascular ultrasound and effectively stent from normal to normal venous areas, regardless of the stent length required. These results suggest that the total stented length is not a risk factor for stent thrombosis for both NIVL and thrombotic iliofemoral venous lesions.

Novel therapy for recanalization of chronic iliocaval venous occlusion using radiofrequency.

OBJECTIVE: Chronic venous disease of the lower extremities is one of the most common diseases in the United States. The sequelae of this disease process are the source of a significant amount of morbidity, and its prevalence is expected to increase in the coming decades. Interventional therapy is warranted for relief of patients with CEAP C3-C6 disease. With advances in endovascular therapy, chronic iliocaval venous occlusion (CICVO) pathology can be corrected through minimally invasive approaches with limited morbidity and mortality. However, failure to recanalize the venous system leads to high failure rates. The purpose of this study was to assess the procedural success for recanalization of CICVO in the community setting using the novel technique of the Baylis radiofrequency (RF) wire in patients who had failed previous endovascular intervention. METHODS: A retrospective review of patients who underwent RF recanalization for CICVO at our institution from 2019 to 2020 was conducted. All patients had failed previous endovascular attempts at recanalization. The primary outcome was recanalization (defined as restoration of >70% of luminal patency as determined on multiplanar venography [MPV] and intravascular ultrasound [IVUS]) confirmed on both IVUS and MPV. Secondary outcomes included adjunctive interventions and complications (hematoma, pulmonary embolism, new onset renal insufficiency). RESULTS: A total of 10 patients, 50% male with a mean (standard deviation) age of 58.4 (10.4), were evaluated in the study. Successful recanalization was achieved in 60% of cases, with a resolution of >70% of luminal obstruction observed using MPV and IVUS. Adjunctive interventions were performed in 70% of cases. There were no clinically significant complications or blood transfusion requirements. CONCLUSIONS: New techniques and technologies continue to be developed for advanced endovascular management of CICVO, especially with the expanding market for Food and Drug Administration approved venous stents. The Baylis RF wire can assist in recanalization and treatment of patients who had failed previous endovascular therapy.

Comparison of aspiration thrombectomy to other endovascular therapies for proximal upper extremity deep venous thrombosis.

OBJECTIVE: Catheter-directed thrombolysis (CDT) provides an effective method for clearing deep venous thrombosis (DVT). Unfortunately, CDT is associated with hemorrhagic complications. This study evaluated the technical success of the various endovascular therapies including a new mechanical aspiration thrombectomy (AT) device for the treatment of acute upper extremity DVT (UEDVT). METHODS: This single-center retrospective review included patients with acute symptomatic proximal UEDVT secondary to venous thoracic outlet syndrome. Undergoing endovascular therapy from December 2013 to June 2019. Patients were treated with a variety of methods including CDT, ultrasound-assisted thrombolysis (USAT), rheolytic thrombectomy, and AT. We evaluated outcomes for patients undergoing AT compared with nonaspiration thrombectomy (NAT) techniques. The primary outcome was technical success, defined as resolution of more than 70% of the thrombus. The secondary end point was the ability to complete the therapy in a single session. RESULTS: There were 22 patients who had endovascular management of their symptomatic proximal UEDVT. All 22 patients (100%) were successfully treated with more than a 70% thrombus resolution. Ten patients underwent AT, of which 50% (5/10) had single session therapies. Twelve patients underwent NAT (three had CDT or USAT alone; three had USAT with rheolytic thrombectomy; and six had CDT followed by rheolytic thrombectomy), with single session therapy occurring in only 8.3% of the NAT group (1/12). The average total dose of thrombolytics was 12.6 ± 9.65 mg in the AT group compared with 19.0 ± 5.78 mg in the NAT group (mean difference, -6.4; 95% confidence interval, -1.1 to 13.9). All but one of the patients in the AT group went on to have successful first rib resections. All NAT patients had successful first rib resections. A venogram was not performed at the time of decompression. All patients except one underwent resection via the infraclavicular approach, with rib removal posterior to the brachial plexus, a median of 8.0 (interquartile range, 6.0-12.0) days after DVT therapy. CONCLUSIONS: In this study, a technical success rate of 100% was achieved for acute symptomatic proximal UEDVT therapies. AT technology allows for higher rates of treatment in a single session, thereby minimizing a patient's risks of bleeding complications. More research is needed to further define the role of this new technology in the treatment paradigm of UEDVT management.

Community policing does not build citizen trust in police or reduce crime in the Global South.

Is it possible to reduce crime without exacerbating adversarial relationships between police and citizens? Community policing is a celebrated reform with that aim, which is now adopted on six continents. However, the evidence base is limited, studying reform components in isolation in a limited set of countries, and remaining largely silent on citizen-police trust. We designed six field experiments with Global South police agencies to study locally designed models of community policing using coordinated measures of crime and the attitudes and behaviors of citizens and police. In a preregistered meta-analysis, we found that these interventions led to mixed implementation, largely failed to improve citizen-police relations, and did not reduce crime. Societies may need to implement structural changes first for incremental police reforms such as community policing to succeed.

Predicting Successful Laparoendoscopic Transhiatal Esophagectomy (THE) by Mediastinal Height Measurement.

BACKGROUND: Laparoendoscopic transhiatal esophagectomy (THE) provides advantages over traditional THE by not only avoiding laparotomy but by also allowing more precise esophageal mobilization. Occasionally, the length of the gastric conduit is insufficient to allow delivery into the neck after laparoscopic mobilization and requires laparotomy to complete the procedure. We hypothesize that the need for laparotomy will correlate with the measurement of mediastinal height (distance from thoracic vertebrae T1-T12) on chest CT. METHODS: Medical records of all patients who underwent attempted laparoendoscopic-assisted THE at a tertiary referral center between March 1, 2003 and January 31, 2019 were reviewed. Patients' mediastinal height was measured using computed tomography (CT) imaging of the chest by investigators and analyzed for correlation between mediastinal height and successful completion of a totally laparoendoscopic procedure. RESULTS: A total of 21 cases met inclusion criteria: 9 successful laparoendoscopic THE procedures and 12 failed laparoendoscopic THE procedures (those requiring addition of a mini-laparotomy or thoracotomy). The mean mediastinal length for successful laparoendoscopic surgery was 23.5 cm, whereas the mean mediastinal length for failed laparoscopic surgeries was 24.8 cm (P = .03). Patient's overall height was not found to correlate with the need for conversion. CONCLUSIONS: Shorter mediastinal length is associated with successful laparoendoscopic or laparoscopic THE. This information is readily available to clinicians from routine preoperative staging studies (chest CT) and may be used to potentially predict the success rate of a totally laparoendoscopic approach and aid in patient selection. Further prospective evaluation of these findings is warranted.

Content-based features predict social media influence operations.

We study how easy it is to distinguish influence operations from organic social media activity by assessing the performance of a platform-agnostic machine learning approach. Our method uses public activity to detect content that is part of coordinated influence operations based on human-interpretable features derived solely from content. We test this method on publicly available Twitter data on Chinese, Russian, and Venezuelan troll activity targeting the United States, as well as the Reddit dataset of Russian influence efforts. To assess how well content-based features distinguish these influence operations from random samples of general and political American users, we train and test classifiers on a monthly basis for each campaign across five prediction tasks. Content-based features perform well across period, country, platform, and prediction task. Industrialized production of influence campaign content leaves a distinctive signal in user-generated content that allows tracking of campaigns from month to month and across different accounts.

Nephrolithiasis after bariatric surgery: A comparison of laparoscopic Roux-en-Y gastric bypass and sleeve gastrectomy.

INTRODUCTION: Laparoscopic Roux-en-Y gastric bypass (LRYGB) is known to increase risk for calcium oxalate nephrolithiasis due to hyperoxaluria; however, nephrolithiasis rates after laparoscopic sleeve gastrectomy (LSG) are not well described. Our objective was to determine the rate of nephrolithiasis after LRYGB versus LSG. METHODS: The electronic medical records of patients who underwent LRYGB or LSG between 2001 and 2017 were retrospectively reviewed. RESULTS: 1,802 patients were included. Postoperative nephrolithiasis was observed in 133 (7.4%) patients, overall, and 8.12% of LRYGB (122/1503) vs. 3.68% of LSG (11/299) patients (P < 0.001). Mean time to stone formation was 2.97 ±â€¯2.96 years. Patients with a history of UTI (OR = 2.12, 95%CI 1.41-3.18; P < 0.001) or nephrolithiasis (OR = 8.81, 95%CI 4.93-15.72; P < 0.001) were more likely to have postoperative nephrolithiasis. CONCLUSION: The overall incidence of symptomatic nephrolithiasis after bariatric surgery was 7.4%. Patients who underwent LRYGB had a higher incidence of nephrolithiasis versus LSG. Patients with a history of stones had the highest risk of postoperative nephrolithiasis.

Terrorism, geopolitics, and oil security: Using remote sensing to estimate oil production of the Islamic State.

As the world's most traded commodity, oil production is typically well monitored and analyzed. It also has established links to geopolitics, international relations, and security. Despite this attention, the illicit production, refining, and trade of oil and derivative products occur all over the world and provide significant revenues outside of the oversight and regulation of governments. A prominent manifestation of this phenomenon is how terrorist and insurgent organizations-including the Islamic State group, also known as ISIL/ISIS or Daesh-use oil as a revenue source. Understanding the spatial and temporal variation in production can help determine the scale of operations, technical capacity, and revenue streams. This information, in turn, can inform both security and reconstruction strategies. To this end, we use satellite multi-spectral imaging and ground-truth pre-war output data to effectively construct a real-time census of oil production in areas controlled by the ISIL terrorist group. More broadly, remotely measuring the activity of extractive industries in conflict-affected areas without reliable administrative data can support a broad range of public policy and decisions and military operations.