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During social interactions, people use auditory, visual, and haptic cues to convey their thoughts, emotions, and intentions. Due to weight, energy, and other hardware constraints, it is difficult to create devices that completely capture the complexity of human touch. Here we explore whether a sparse representation of human touch is sufficient to convey social touch signals. To test this we collected a dataset of social touch interactions using a soft wearable pressure sensor array, developed an algorithm to map recorded data to an array of actuators, then applied our algorithm to create signals that drive an array of normal indentation actuators placed on the arm. Using this wearable, low-resolution, low-force device, we find that users are able to distinguish the intended social meaning, and compare performance to results based on direct human touch. As online communication becomes more prevalent, such systems to convey haptic signals could allow for improved distant socializing and empathetic remote human-human interaction., Comment: Copyright 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Touch is a powerful communication tool, but we have a limited understanding of the role played by particular physical features of interpersonal touch communication. In this study, adults living in Sweden performed a task in which messages (attention, love, happiness, calming, sadness, and gratitude) were conveyed by a sender touching the forearm of a receiver, who interpreted the messages. Two experiments (N = 32, N = 20) showed that within close relationships, receivers could identify the intuitive touch expressions of the senders, and we characterized the physical features of the touches associated with successful communication. Facial expressions measured with electromyography varied by message but were uncorrelated with communication performance. We developed standardized touch expressions and quantified the physical features with 3D hand tracking. In two further experiments (N = 20, N = 16), these standardized expressions were conveyed by trained senders and were readily understood by strangers unacquainted with the senders. Thus, the possibility emerges of a standardized, intuitively understood language of social touch. Funding Agencies|Facebook; Swedish Research Council

Background The intravenous, rapidly acting P2Y12 inhibitor cangrelor reduces the rate of ischemic events during PCI with no significant increase in severe bleeding. However, the efficacy and safety of cangrelor compared with clopidogrel in patients treated with single vessel (SV)-percutaneous coronary intervention (PCI) or multivessel (MV)-PCI remains unexplored. Methods We studied the modified intention-to-treat population of patients from the CHAMPION PHOENIX trial who were randomized to either cangrelor or clopidogrel. We used logistic regression and propensity score matching to evaluate the effect of cangrelor compared with clopidogrel on the primary efficacy outcome (composite of death, myocardial infarction, ischemia-driven revascularization, or stent thrombosis) at 48 hours. The safety outcome was moderate or severe Global Utilization of Streptokinase and tPA for Occluded Arteries bleeding at 48 hours. Hypothesis Cangrelor is as efficacious and safe as clopidogrel in both SV and MV PCI. Results Among 10 854 patients, 9204 (85%) underwent SV- and 1650 (15%) MV-PCI. After adjustment, cangrelor was associated with similar reductions vs clopidogrel in the primary efficacy outcome in patients undergoing SV-PCI (4.5% vs 5.2%; odds ratio [OR] 0.81 [0.66-0.98]) or MV-PCI (6.1% vs 9.8%, OR 0.59 [0.41-0.85]; Pint 0.14). Similar results were observed after propensity score matching (SV-PCI: 5.5% vs 5.9%, OR 0.93 [0.74-1.18]; MV-PCI: 6.2% vs 8.9%, OR 0.67 [0.44-1.01]; Pint 0.17). There was no evidence of heterogeneity in the treatment effect of cangrelor compared with clopidogrel for the safety outcome. Conclusions In patients undergoing SV- or MV-PCI, cangrelor was associated with similar relative risk reductions in ischemic complications and no increased risk of significant bleeding compared with clopidogrel, which highlights the expanding repertoire of options for use in complex PCI.

Suicide is a leading cause of death that defies prediction and challenges prevention efforts worldwide. Artificial intelligence (AI) and machine learning (ML) have emerged as a means of investigating large datasets to enhance risk detection. A systematic review of ML investigations evaluating suicidal behaviors was conducted using PubMed/MEDLINE, PsychInfo, Web-of-Science, and EMBASE, employing search strings and MeSH terms relevant to suicide and AI. Databases were supplemented by hand-search techniques and Google Scholar. Inclusion criteria: (1) journal article, available in English, (2) original investigation, (3) employment of AI/ML, (4) evaluation of a suicide risk outcome. N = 594 records were identified based on abstract search, and 25 hand-searched reports. N = 461 reports remained after duplicates were removed, n = 316 were excluded after abstract screening. Of n = 149 full-text articles assessed for eligibility, n = 87 were included for quantitative synthesis, grouped according to suicide behavior outcome. Reports varied widely in methodology and outcomes. Results suggest high levels of risk classification accuracy (>90%) and Area Under the Curve (AUC) in the prediction of suicidal behaviors. We report key findings and central limitations in the use of AI/ML frameworks to guide additional research, which hold the potential to impact suicide on broad scale.

Current remote monitoring devices for heart failure have been shown to reduce hospitalizations but are invasive and costly; accurate non-invasive options remain limited. The EuleriAn Video Magnification ApPLications In Heart Failure StudY (AMPLIFY) pilot aimed to evaluate the accuracy of a novel noninvasive method that uses Eulerian video magnification. Video recordings were performed on the neck veins of 50 patients who were scheduled for right heart catheterization at the Palo Alto VA Medical Center. The recorded jugular venous pulsations were then enhanced by applying Eulerian phase-based motion magnification. Assessment of jugular venous pressure was compared across three categories: (1) physicians who performed bedside exams, (2) physicians who reviewed both the amplified and unamplified videos, and (3) direct invasive measurement of right atrial pressure from right heart catheterization. Motion magnification reduced inaccuracy of the clinician assessment of central venous pressure compared to the gold standard of right heart catheterization (mean discrepancy of −0.80 cm H2O; 95% CI −2.189 to 0.612, p = 0.27) when compared to both unamplified video (−1.84 cm H2O; 95% CI −3.22 to −0.46, p = 0.0096) and the bedside exam (−2.90 cm H2O; 95% CI −4.33 to 1.40, p = 0.0002). Major categorical disagreements with right heart catheterization were significantly reduced with motion magnification (12%) when compared to unamplified video (25%) or the bedside exam (27%). This novel method of assessing jugular venous pressure improves the accuracy of the clinical exam and may enable accurate remote monitoring of heart failure patients with minimal patient risk.

Objectives The purpose of this study was to examine the safety and efficacy of cangrelor in patients with stable angina (SA) or acute coronary syndrome (ACS). Background The CHAMPION PHOENIX (A Clinical Trial Comparing Cangrelor to Clopidogrel Standard Therapy in Subjects Who Require Percutaneous Coronary Intervention) trial demonstrated that cangrelor significantly reduced periprocedural ischemic events in all-comer percutaneous coronary intervention with a modest increase in mild and moderate bleeding. Whether this benefit is consistent across SA and ACS has not been explored fully. Methods The CHAMPION PHOENIX trial compared periprocedural administration of cangrelor or clopidogrel, with either a 300- or 600-mg loading dose for the prevention of periprocedural complications in patients undergoing percutaneous coronary intervention. Among the 10,942 patients in the modified intention to treat population, 6,358 patients were classified as having SA, and 4,584 patients had ACS (including unstable angina, non ST-segment elevation myocardial infarction and ST-segment elevation myocardial infarction) at randomization. The primary composite endpoint was death, myocardial infarction, ischemia-driven revascularization, or stent thrombosis at 48 h. A key secondary endpoint was stent thrombosis, and the primary safety endpoint was GUSTO (Global Utilization of Streptokinase and Tissue Plasminogen Activator for Occluded Coronary Arteries) severe bleeding. Results Cangrelor consistently reduced the primary endpoint in SA and ACS (odds ratio [OR]: 0.83 [95% confidence interval (CI): 0.67 to 1.01] and OR: 0.71 [95% CI: 0.52 to 0.96], respectively; interaction p = 0.41). Cangrelor also consistently reduced stent thrombosis in SA and ACS (OR: 0.55 [95% CI: 0.30 to 1.01] and OR: 0.67 [95% CI: 0.42 to 1.06], respectively; interaction p = 0.62). The impact of cangrelor on GUSTO severe/moderate bleeding was also similar for SA and ACS (OR: 1.49 [95% CI: 0.67 to 3.33] and OR: 1.79 [95% CI: 0.79 to 4.07], respectively; interaction p = 0.75). Conclusions The benefits and risks of cangrelor were consistent in patients with SA and ACS. (A Clinical Trial Comparing Cangrelor to Clopidogrel Standard Therapy in Subjects Who Require Percutaneous Coronary Intervention [PCI] [CHAMPION PHOENIX] [CHAMPION]; NCT01156571)

In our daily lives, we rely heavily on our visual and auditory channels to receive information from others. In the case of impairment, or when large amounts of information are already transmitted visually or aurally, alternative methods of communication are needed. A haptic language offers the potential to provide information to a user when visual and auditory channels are unavailable. Previously created haptic languages include deconstructing acoustic signals into features and displaying them through a haptic device, and haptic adaptations of Braille or Morse code; however, these approaches are unintuitive, slow at presenting language, or require a large surface area. We propose using a multi-sensory haptic device called MISSIVE, which can be worn on the upper arm and is capable of producing brief cues, sufficient in quantity to encode the full English phoneme set. We evaluated our approach by teaching subjects a subset of 23 phonemes, and demonstrated an 86% accuracy in a 50 word identification task after 100 minutes of training.

The authors sought to determine the factors that influence fellows-in-training (FITs) to pursue a career in interventional cardiology (IC) and how these differ by sex.Despite increases in the proportion of women across numerous medical and surgical specialties over the last decade, IC still ranks at the bottom in terms of representation of women. It is unclear why this maldistribution persists.An online survey of cardiovascular FITs was conducted under the direction of the American College of Cardiology Women in Cardiology Leadership Council to assess FIT perspectives regarding subspecialty choices.Of 574 respondents, 33% anticipated specializing in IC. Men were more likely to choose IC than women (39% men, 17% women, odds ratio: 3.98 [95% confidence interval: 2.38 to 6.68]; p 0.001). Men were more likely to be married (p = 0.005) and have children (p = 0.002). Among married FITs, male IC FITs were more likely to have spouses who do not work (p = 0.003). Although men were more likely to be influenced by positive attributes to pursue IC, women were significantly more likely to be influenced negatively against pursuing the field by attributes including greater interest in another field (p = 0.001), little job flexibility (p = 0.02), physically demanding nature of job (p = 0.004), radiation during childbearing (p 0.001), "old boys' club" culture (p 0.001), lack of female role models (p 0.001), and sex discrimination (p 0.001).Many factors uniquely dissuade women from pursuing IC compared with men, largely related to the culture of IC as a subspecialty. Targeted resolution of these specific factors may provide the most impact in reducing sex imbalances in the field.

In recent years, fractional flow reserve (FFR) has become accepted as a clinically effective tool for guiding decisions about percutaneous coronary intervention (PCI). FFR poses a unique alternative to stress testing or angiography-guided PCI, in that it can interrogate the ischemic potential of an individual vessel on an impromptu basis once an angiogram is in progress, offering immediate data for decision making. With its recent greater adoption across the USA, its cost–effectiveness has become an important consideration. There have been a few key analyses over the last decade demonstrating the cost–effectiveness of FFR-guided PCI; we review the major cost–effectiveness analyses, showing the economic utility of FFR-guided PCI for the modern interventionalist.

Aims: The purpose of this study was to test whether different results between Cangrelor versus standard therapy to acHieve optimal Management of Platelet InhibitiON (CHAMPION) PCI/PLATFORM and PHOENIX trials are due in part to different definitions of percutaneous coronary intervention (PCI)-related myocardial infarction (MI). Methods and results: In patients with acute coronary syndrome (ACS), the definition of MI was identical in CHAMPION PCI and PLATFORM and did not require an assessment of baseline cardiac biomarker status, while in PHOENIX specific MI criteria were associated with different patient presentations. The same MI criteria were used in PCI, PLATFORM, and PHOENIX for patients with stable angina. Logistic regression assessed the effect of cangrelor on MI (PCI- and non-PCI related) in the combined PCI/PLATFORM population and in PHOENIX. Consistency of cangrelor’s effect in PCI/PLATFORM and in PHOENIX in patients with stable angina and in those with an ACS (with or without ST elevation) was evaluated. Overall, the incidence of PCI-related MI at 48 h was 6.3% in PCI/PLATFORM and 4.0% in PHOENIX. In patients with ACS, MI incidence was 6.4% in PCI/PLATFORM and 1.7% in PHOENIX, and 6.3% and 5.6%, respectively in stable angina patients. Cangrelor’s effect on PCI-related MI differed between PCI/PLATFORM (odds ratio (OR) 1.03, 95% confidence interval (CI) 0.90–1.17) and PHOENIX (OR 0.80, 95% CI 0.66–0.98) with pINT=0.04. This difference was mostly evident in patients with ACS ( pINT= 0.06) while the effect was consistent in patients with stable angina ( pINT=0.81). Results were similar when all MIs were analyzed. Conclusions: The definition of PCI-related MI has important implications for event rates, treatment effect, and study results. This illustrates the importance of a rigorous assessment of PCI-related MI in clinical trials of patients with an ACS.

The purpose of this study was to examine the safety and efficacy of cangrelor in patients with stable angina (SA) or acute coronary syndrome (ACS).The CHAMPION PHOENIX (A Clinical Trial Comparing Cangrelor to Clopidogrel Standard Therapy in Subjects Who Require Percutaneous Coronary Intervention) trial demonstrated that cangrelor significantly reduced periprocedural ischemic events in all-comer percutaneous coronary intervention with a modest increase in mild and moderate bleeding. Whether this benefit is consistent across SA and ACS has not been explored fully.The CHAMPION PHOENIX trial compared periprocedural administration of cangrelor or clopidogrel, with either a 300- or 600-mg loading dose for the prevention of periprocedural complications in patients undergoing percutaneous coronary intervention. Among the 10,942 patients in the modified intention to treat population, 6,358 patients were classified as having SA, and 4,584 patients had ACS (including unstable angina, non ST-segment elevation myocardial infarction and ST-segment elevation myocardial infarction) at randomization. The primary composite endpoint was death, myocardial infarction, ischemia-driven revascularization, or stent thrombosis at 48 h. A key secondary endpoint was stent thrombosis, and the primary safety endpoint was GUSTO (Global Utilization of Streptokinase and Tissue Plasminogen Activator for Occluded Coronary Arteries) severe bleeding.Cangrelor consistently reduced the primary endpoint in SA and ACS (odds ratio [OR]: 0.83 [95% confidence interval (CI): 0.67 to 1.01] and OR: 0.71 [95% CI: 0.52 to 0.96], respectively; interaction p = 0.41). Cangrelor also consistently reduced stent thrombosis in SA and ACS (OR: 0.55 [95% CI: 0.30 to 1.01] and OR: 0.67 [95% CI: 0.42 to 1.06], respectively; interaction p = 0.62). The impact of cangrelor on GUSTO severe/moderate bleeding was also similar for SA and ACS (OR: 1.49 [95% CI: 0.67 to 3.33] and OR: 1.79 [95% CI: 0.79 to 4.07], respectively; interaction p = 0.75).The benefits and risks of cangrelor were consistent in patients with SA and ACS. (A Clinical Trial Comparing Cangrelor to Clopidogrel Standard Therapy in Subjects Who Require Percutaneous Coronary Intervention [PCI] [CHAMPION PHOENIX] [CHAMPION]; NCT01156571).

The optimal preoperative cardiac evaluation strategy for patients with end-stage liver disease (ESLD) undergoing liver transplantation remains unknown. Patients are frequently referred for cardiac catheterization, but the effects of coronary artery disease (CAD) on posttransplant mortality are also unknown. We sought to determine the contribution of CAD and multivessel CAD in particular to posttransplant mortality. We performed a retrospective study of ESLD patients undergoing cardiac catheterization before liver transplant surgery between August 1, 2004 and August 1, 2007 to determine the effects of CAD on outcomes after transplantation. Among 83 patients who underwent left heart catheterization, 47 underwent liver transplantation during the follow-up period. Twenty-one of all ESLD patients who underwent liver transplantation (45%) had CAD. Fifteen of the transplant patients with CAD (71%) had multivessel disease. Among transplant patients, the presence of multivessel CAD (versus no CAD) was predictive of mortality (27% versus 4%, P = 0.046), increased length of stay (22 versus 15 days, P = 0.050), and postoperative pressor requirements (27% versus 4%, P = 0.029). Interestingly, neither the presence of any CAD nor the severity of stenosis in any single coronary artery predicted mortality. Furthermore, none of the traditional clinical predictors (age, gender, diabetes, creatinine, ejection fraction, and Model for End-Stage Liver Disease score) were predictive of mortality among transplant recipients. In conclusion, multivessel CAD is associated with higher mortality after liver transplantation when it is documented angiographically before transplantation, even in the absence of severe coronary artery stenosis. This study provides preliminary evidence showing that there may be significant prognostic value in coronary angiography as a part of the pretransplant workup. Liver Transpl 16:1242-1248, 2010. © 2010 AASLD.

The intravenous, rapidly acting P2Y12 inhibitor cangrelor reduces the rate of ischemic events during percutaneous coronary intervention (PCI) with no significant increase in severe bleeding. This study aimed to evaluate the efficacy and safety of cangrelor in patients treated with single vessel (SV

Guideline adherence and variation in acute coronary syndrome (ACS) outcomes by race in the modern era of drug-eluting stents (DES) are not well understood. Previous studies also fail to capture rapidly growing minority populations, such as Asians. A retrospective analysis of 689,238 hospitalizations for ACS across all insurance types from 2008 to 2011 from the Healthcare Cost and Utilization Project database was performed to determine whether quality of ACS care and mortality differ by race (white, black, Asian, Hispanic, or Native American), with adjustment for patient clinical and demographic characteristics and clustering by hospital. We found that black patients had the lowest in-hospital mortality rates (5% vs 6% to 7% for other races, p 0.0001, odds ratio [OR] 1.02, 95% confidence interval [CI] 0.97 to 1.07), despite low rates of timely angiography in ST-elevation myocardial infarction and non-ST-elevation myocardial infarction, and lower use of DES (30% vs 38% to 40% for other races, p 0.0001). In contrast, Asian patients had the highest in-hospital mortality rates (7% vs 5% to 7% for other races, p 0.0001, odds ratio 1.13, 95% CI 1.08 to 1.20, relative to white patients), despite higher rates of timely angiography in ST-elevation myocardial infarction and non-ST-elevation myocardial infarction, and the highest use of DES (74% vs 63% to 68% for other races, p 0.0001). Asian patients had the worst in-hospital mortality outcomes after ACS, despite high use of early invasive treatments. Black patients had better in-hospital outcomes despite receiving less guideline-driven care.

Background The rapidly changing landscape of percutaneous coronary intervention provides a unique model for examining disparities over time. Previous studies have not examined socioeconomic inequalities in the current era of drug eluting stents ( DES ). Methods and Results We analyzed 835 070 hospitalizations for acute coronary syndrome ( ACS ) from the Healthcare Cost and Utilization Project across all insurance types from 2008 to 2011, examining whether quality of care and outcomes for patients with ACS differed by income (based on zip code of residence) with adjustment for patient characteristics and clustering by hospital. We found that lower‐income patients were less likely to receive an angiogram within 24 hours of a ST elevation myocardial infarction ( STEMI ) (69.5% for IQ 1 versus 73.7% for IQ 4, P OR 0.79 [0.68 to 0.91]) or within 48 hours of a Non‐ STEMI (47.6% for IQ 1 versus 51.8% for IQ 4, P OR 0.86 [0.75 to 0.99]). Lower income was associated with less use of a DES (64.7% for IQ 1 versus 71.2% for IQ 4, P OR 0.83 [0.74 to 0.93]). However, no differences were found for coronary artery bypass surgery. Among STEMI patients, lower‐income patients also had slightly increased adjusted mortality rates (10.8% for IQ 1 versus 9.4% for IQ 4, P OR 1.17 [1.11 to 1.25]). After further adjusting for time to reperfusion among STEMI patients, mortality differences across income groups decreased. Conclusions For the most well accepted procedural treatments for ACS , income inequalities have faded. However, such inequalities have persisted for DES use, a relatively expensive and until recently, controversial revascularization procedure. Differences in mortality are significantly associated with differences in time to primary PCI , suggesting an important target for understanding why these inequalities persist.