Lightweight preprocessing and template matching facilitate streamlined ischemic myocardial scar classification.

Purpose: Ischemic myocardial scarring (IMS) is a common outcome of coronary artery disease that potentially leads to lethal arrythmias and heart failure. Late-gadolinium-enhanced cardiac magnetic resonance (CMR) imaging scans have served as the diagnostic bedrock for IMS, with recent advancements in machine learning enabling enhanced scar classification. However, the trade-off for these improvements is intensive computational and time demands. As a solution, we propose a combination of lightweight preprocessing (LWP) and template matching (TM) to streamline IMS classification. Approach: CMR images from 279 patients (151 IMS, 128 control) were classified for IMS presence using two convolutional neural networks (CNNs) and TM, both with and without LWP. Evaluation metrics included accuracy, sensitivity, specificity, F1-score, area under the receiver operating characteristic curve (AUROC), and processing time. External testing dataset analysis encompassed patient-level classifications (PLCs) and a CNN versus TM classification comparison (CVTCC). Results: LWP enhanced the speed of both CNNs (4.9x) and TM (21.9x). Furthermore, in the absence of LWP, TM outpaced CNNs by over 10x, while with LWP, TM was more than 100x faster. Additionally, TM performed similarly to the CNNs in accuracy, sensitivity, specificity, F1-score, and AUROC, with PLCs demonstrating improvements across all five metrics. Moreover, the CVTCC revealed a substantial 90.9% agreement. Conclusions: Our results highlight the effectiveness of LWP and TM in streamlining IMS classification. Anticipated enhancements to LWP's region of interest (ROI) isolation and TM's ROI targeting are expected to boost accuracy, positioning them as a potential alternative to CNNs for IMS classification, supporting the need for further research.

Analysis of Multiple Routes of Analgesic Administration in the Immediate Postoperative Period: a 10-Year Experience.

PURPOSE OF REVIEW: An increasing amount of literature supports a multimodal approach to analgesic administration in the management of postoperative pain. The purpose of this study and review was to further evaluate the differences in efficacy in controlling immediate postoperative pain among the various routes of analgesia administration. RECENT FINDINGS: This study consisted of an analysis of the various routes of analgesic administration (parental, neuraxial, and oral/rectal) in 107,671 consecutive surgical cases performed over a 10-year period at Yale New Haven Hospital. This study included variables of postoperative pain score at initial request for analgesic, pain score at discharge, nausea and vomiting in the post-anesthesia care unit, and gender. The most common route of administration of analgesia in our study was via the parenteral route (29,962), and the least common route was the neuraxial route (1319). There was a significant decrease in pain scores at the time of discharge in all three groups relative to the pain score at first request for analgesia. Multimodal analgesia via various routes of administration targets numerous proponents of the nervous system with the intent to reduce the adverse side effects of the individual analgesics if given alone or as an additive to produce synergistic analgesia. Our study suggests that although all the routes investigated (parenteral, neuraxial (intrathecal/epidural), and per os or per rectum (PO/PR)) promote significant pain relief on discharge from the PACU, the group that received neuraxial analgesia reported the lowest incidence of nausea and vomiting.

Perioperative Considerations in the Management of Anticoagulation Therapy for Patients Undergoing Surgery.

PURPOSE OF REVIEW: As ambulatory surgery has become increasingly more common, the appropriate management of anticoagulation therapy in patients undergoing invasive procedures has become progressively more relevant to healthcare professionals. The purpose of this literature review is to provide an overview of current common anaticoagulants and their pharmacological properties and to evaluate recent relevant literature and bridging therapy and provide recommendations on risk-guided therapy. RECENT FINDINGS: With the development of new drugs and the advancing study and practice of anticoagulation use, clinicians must keep up-to-date on the optimal management of patients requiring anticoagulation. NOACs and warfarin continue to be the mainstays of treatment, with varying timelines regarding when to hold administration of the different agents within the perioperative period. There are numerous factors that are considered in patients with multiple comorbidities including the risk for stroke on long-term anticoagulation and risk for thromboembolism, particularly in the perioperative setting when certain medication regimens may be altered and/or briefly held. There is ongoing investigation whether certain NOACs have more efficacy or greater safety profiles, depending on the degree of surgical intervention.

Elevated International Normalized Ratio Is Not Associated With Increased Perioperative Morbidity in Podiatric Limb Salvage Surgery: A Retrospective Analysis.

The risk of hemorrhage always exists in anticoagulated patients with an elevated international normalized ratio (INR), a risk that must be measured against the necessity for surgical procedures. The objective of the present retrospective medical record study was to assess the safety with which limb salvage procedures can be conducted in patients with an INR >1.4. The medical records of 231 patients who had undergone limb salvage procedures by 1 surgeon at the Yale New Haven Health System from November 2008 through July 2014 were reviewed. All patients were administered foot blocks with monitored intravenous sedation. The patients' demographic data, comorbidities, preoperative anticoagulant use, coagulation profile, intraoperative analgesic administration, estimated blood loss, total operating room time, total postanesthesia care unit time, intraoperative ankle tourniquet use, and postoperative complications within the initial 72 hours were reviewed. We found no differences in intraoperative bleeding, total intraoperative time, or recovery time between the INR <1.4 group (n = 212) and the INR >1.4 group (n = 19). None of the patients experienced any postoperative complications, defined as any cardiac or pulmonary event, the need for invasive monitoring, or admission to the intensive care unit within the initial 72-hour period. Our findings suggest that patients are suitable for undergoing peripheral procedures with foot blocks and monitored intravenous sedation even in the presence of an elevated INR.

Recommendations for Substance Abuse and Pain Control in Patients with Chronic Pain.

PURPOSE OF REVIEW: In the present investigation, current literature on the relationship between substance abuse and pain is evaluated in order to improve clinical management and its implications on the increasingly challenging chronic pain and substance abuse epidemic. The relationship between substance abuse and chronic pain are evaluated, and this review provides recommendations on the management of this special patient population. RECENT FINDINGS: Currently, there are limited guidelines for prescribing opioids and other analgesics in the chronic pain population. As this field of practice continues to evolve, it is essential for clinicians to serve as the gatekeepers to monitor for misuse and safety. Multiple studies have indicated that illicit drug use and opioid abuse affect over 9% of patients. Although there are numerous reasons for seeking illicit drugs and abusing them, it is essential that clinicians identify factors which place certain patients at high risk and accordingly, to screen these patients in order to optimize their management. The high prevalence of patients with chronic pain who also screen positive for drug use emphasizes the importance and increasingly pressing need to evaluate and to manage chronic pain in this population.

The Opioid Crisis: a Comprehensive Overview.

PURPOSE OF REVIEW: The opioid crisis most likely is the most profound public health crisis our nation has faced. In 2015 alone, 52,000 people died of drug overdoses, with over 30,000 of those people dying from opioid drugs. A recent community forum led by the Cleveland Clinic contrasted this yearly death rate with the loss of 58,000 American lives in 4 years of the Vietnam War. The present review describes the origins of this opioid epidemic and provides context for our present circumstances. RECENT FINDINGS: Alarmingly, the overwhelming majority of opioid abusers begin their addiction with prescription medications, primarily for chronic pain. Chronic postoperative pain, which occurs in 10-50% of surgical patients, is a major concern in many types of surgery. Nationwide, the medical community has made it a priority to ensure that postsurgical analgesia is sufficient to control pain without increasing non-medically appropriate opioid use. The opioid epidemic remains a significant pressing issue and will not resolve easily. Numerous factors, including the inappropriate prescription of opioids, lack of understanding of the potential adverse effects of long-term therapy, opioid misuse, abuse, and dependence, have contributed to the current crisis.

Medical Marijuana: Current Concepts, Pharmacological Actions of Cannabinoid Receptor Mediated Activation, and Societal Implications.

PURPOSE OF REVIEW: The purpose of the following review is to summarize the history and current policies related to marijuana use and prevalence, basic and clinical science pharmacological literature regarding efficacy, subpopulations of concern, and varying policies regarding its use at present. RECENT FINDINGS: With the increasingly widespread utilization of marijuana, there is also a growing complexity of public health policy, regulation, and necessity to further assess the medical indications and adverse long-term effects of marijuana use. Health care providers as well as the general public must be prepared to become familiar and up-to-date with medical literature, legislation, and educational material regarding medical marijuana.

Safety of Deep Sedation in Patients Undergoing Full-Thickness Skin Graft Harvesting and Skin Graft Reconstruction for Limb Salvage An Outcome Analysis.

BACKGROUND:: Studies on obtaining donor skin graft using intravenous sedation for patients undergoing major foot surgeries in the same operating room visit have not previously been reported. The objective of this retrospective study is to demonstrate that intravenous sedation in this setting is both adequate and safe in patients undergoing skin graft reconstruction of the lower extremities in which donor skin graft is harvested from the same patient in one operating room visit. METHODS:: Medical records of 79 patients who underwent skin graft reconstruction of the lower extremities by one surgeon at the Yale New Haven Health System between November 1, 2008, and July 31, 2014, were reviewed. The patients' demographic characteristics, American Society of Anesthesiologists class, comorbid conditions, intraoperative analgesic administration, estimated blood loss, total operating room time, total postanesthesia care unit time, and postoperative complications within the first 72 hours were reviewed. RESULTS:: This study found minimal blood loss and no postoperative complications, defined as any pulmonary or cardiac events, bleeding, admission to the intensive care unit, or requirement for invasive monitoring, in patients who underwent major foot surgery in conjunction with full-thickness skin graft. CONCLUSIONS:: We propose that given the short duration and peripheral nature of the procedures, patients can safely undergo skin graft donor harvesting and skin graft reconstruction procedures with intravenous sedation regardless of American Society of Anesthesiologists class in one operating room visit.

Pain and Psychology-A Reciprocal Relationship.

BACKGROUND: Depression typically affects 5% of the general population, but among patients with chronic pain, 30%-45% experience depression. Studies have shown that the relationship between depression and pain is bidirectional: depression is a positive predictor of the development of chronic pain, and chronic pain increases the risk of developing depression. METHODS: This literature review focuses on the relationship between psychology and pain, covering studies that have investigated the association between depression, pain sensitivity, opioid abuse, and gender differences in pain perception. We conducted a PubMed search pairing the word pain with depression, opioid use, and gender differences. RESULTS: The relationship between depression and pain is complex, as suggested by numerous studies that propose depression to be a moderator of the relationship between pain severity, physical functioning, and opioid use. Neuroimaging also suggests an anatomic overlap in the pathway of chronic pain and depression. Positive psychological factors, namely hope, pain acceptance, and optimism, affect the adjustment to persistent pain. CONCLUSION: The intricate relationship between pain and psychology is evidenced by the clinical overlap in their presentations and the overlap between the anatomic regions in the brain associated with the emotional and sensory features of pain and the areas affected by depression. Studies are beginning to improve our understanding of these two systems, but more studies are needed to elucidate the relationship.

Ketorolac, Oxymorphone, Tapentadol, and Tramadol: A Comprehensive Review.

Pain remains a tremendous burden on patients and for the health care system, with uncontrolled pain being the leading cause of disability in this country. There are a variety of medications that can be used in the treatment of pain, including ketorolac, oxymorphone, tapentadol, and tramadol. Depending on the clinical situation, these drugs can be used as monotherapy or in conjunction with other types of medications in a multimodal approach. A strong appreciation of pharmacologic properties of these agents and potential side effects is warranted for clinicians.

Pain Management of Patients with Substance Abuse in the Ambulatory Setting.

PURPOSE OF REVIEW: Abuse of illicit substances and prescription opioids is a growing problem that presents challenges for pain management in the inpatient and outpatient setting. With future patient care models shifting toward shorter hospital stays and more same-day surgeries, it is crucial that clinicians learn to manage this patient population and strike a balance between the overtreatment of pain that can subsequently worsen tolerance and addiction, and the undertreatment of pain that can lead to pseudoaddiction. RECENT FINDINGS: Through recognition of maladaptive behaviors, use of screening programs, and pain contracts, physicians in the outpatient setting can improve their oversight and shepherding of these patients. In the inpatient setting, regularly scheduled rather than PRN opioids are recommended for chronic opioid users, and good communication with the patient's outpatient prescriber of pain medications is essential. For surgical patients on chronic opioid therapy, making a multimodal plan in advance of the day of surgery that may incorporate NSAIDs, tricyclics, gabapentinoids, anticonvulsants, opioid tapering, and regional anesthesia can help alleviate high postoperative pain control requirements. In conjunction with such medication management, setting realistic expectations for pain control with preoperative counseling may be highly beneficial. For postoperative pain refractory to other strategies, the use of inpatient low-dose ketamine infusions is a novel approach that is gaining popularity, but this does require monitoring by a dedicated pain service.

Review of perioperative pain management of opioid-dependent patients.

Opioid dependence can occur due to prescription opioid use, recreational opioid use, or as a result of opioid use for the treatment of drug addiction. Pain control in these patients is truly a challenge. It is important to understand the patient's condition such as the phenomenon of drug dependence, drug addiction, and pseudoaddiction to provide effective analgesia. This may be accomplished using appropriate multimodal therapies and by treatment of coexisting diseases such as anxiety. The goal is to provide effective analgesia, prevent cognitive and emotional problems, and produce a positive postoperative rehabilitation process. Multimodal options include pharmacological and nonpharmacological approaches, psychological support, and interventional pain procedures, all focused toward providing optimal pain control while preventing undertreatment, withdrawal symptoms, and other complications.

Challenges of pain control and the role of the ambulatory pain specialist in the outpatient surgery setting.

Ambulatory surgery is on the rise, with an unmet need for optimum pain control in ambulatory surgery centers worldwide. It is important that there is a proportionate increase in the availability of acute pain-management services to match the rapid rise of clinical patient load with pain issues in the ambulatory surgery setting. Focus on ambulatory pain control with its special challenges is vital to achieve optimum pain control and prevent morbidity and mortality. Management of perioperative pain in the ambulatory surgery setting is becoming increasingly complex, and requires the employment of a multimodal approach and interventions facilitated by ambulatory surgery pain specialists, which is a new concept. A focused ambulatory pain specialist on site at each ambulatory surgery center, in addition to providing safe anesthesia, could intervene early once problematic pain issues are recognized, thus preventing emergency room visits, as well as readmissions for uncontrolled pain. This paper reviews methods of acute-pain management in the ambulatory setting with risk stratification, the utilization of multimodal interventions, including pharmacological and nonpharmacological options, opioids, nonopioids, and various routes with the goal of preventing delayed discharge and unexpected hospital admissions after ambulatory surgery. Continued research and investigation in the area of pain management with outcome studies in acute surgically inflicted pain in patients with underlying chronic pain treated with opioids and the pattern and predictive factors for pain in the ambulatory surgical setting is needed.

Options for perioperative pain management in neurosurgery.

Moderate-to-severe pain following neurosurgery is common but often does not get attention and is therefore underdiagnosed and undertreated. Compounding this problem is the traditional belief that neurosurgical pain is inconsequential and even dangerous to treat. Concerns about problematic effects associated with opioid analgesics such as nausea, vomiting, oversedation, and increased intracranial pressure secondary to elevated carbon dioxide tension from respiratory depression have often led to suboptimal postoperative analgesic strategies in caring for neurosurgical patients. Neurosurgical patients may have difficulty or be incapable of communicating their need for analgesics due to neurologic deficits, which poses an additional challenge. Postoperative pain control should be a priority, because pain adversely affects recovery and patient outcomes. Inconsistent practices and the quality of current analgesic strategies for neurosurgical patients still leave room for improvement. Given the complexity of postoperative pain management for these patients, multimodal strategies are often required to optimize pain control and at the same time limit undesired side effects.

Role of regional anesthesia in foot and ankle surgery.

UNLABELLED: Regional anesthesia has increasingly expanded its role in the perioperative care of patients undergoing foot and ankle surgery. In addition to avoiding side effects associated with both general anesthesia and neuraxial anesthetic techniques, especially those related to cardiovascular and pulmonary systems, regional nerve blocks have been shown to improve postoperative pain and reduce hospital stay and associated expenses. The techniques utilized to achieve analgesia of the foot and ankle are diverse, multifaceted, and often incorporate ultrasound guidance. Given the aging of patient populations, and especially the growing incidence of cardiovascular-, pulmonary-, and obesity-related morbidity, the use of regional blocks is likely to expand in these surgical procedures. This review highlights some of the most current developments in the expanding role of regional anesthesia in foot and ankle surgery. LEVELS OF EVIDENCE: Therapeutic, Level II.

Tapentadol extended release in the management of peripheral diabetic neuropathic pain.

Tapentadol, a µ-opioid agonist and norepinephrine reuptake inhibitor, has been found to be an effective medication for a wide variety of chronic pain conditions, including back pain, cancer-related pain, and arthritic pain. It has also been found to have fewer gastrointestinal side effects than more traditional opioid-based therapies. More recently, tapentadol extended release has been demonstrated to be effective in the management of painful diabetic neuropathy, an often debilitating condition affecting approximately one-third of all patients with diabetes. This review highlights the most up-to-date basic and clinical studies by focusing on the mechanisms of action of tapentadol and its clinical efficacy, especially with regard to painful diabetic neuropathy.

Prevention and management of complications of regional orbital anesthesia.

The majority of ophthalmic procedures are performed under regional anesthesia, but the proximity of important structures such as the blood vessels, optic nerve and the brainstem lead to increased risks associated with these blocks. The most serious of these complications is brainstem anesthesia. As the number of outpatient freestanding surgical centers increase, the significance of these potential complications is expected to increase from orbital blocks for ocular surgical procedures such as cataract removal and vitrectomy. An understanding of these complications, which may sometimes be life-threatening, are thus vital to the anesthesia practitioner. Procedural improvements include a close evaluation of the precise anatomy of the region, with particular attention to injection sites, depth of injection, position of the globe, and techniques to avoid nerve damage and accidental injection into surrounding structures, including blood vessels, globe and cerebrospinal fluid. This literature review emphasizes the importance of the prevention, recognition and management of these complications, which includes the extremely serious complication of brainstem anesthesia.