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Many surgical adverse events, such as bile duct injuries during laparoscopic cholecystectomy (LC), occur due to errors in visual perception and judgment. Artificial intelligence (AI) can potentially improve the quality and safety of surgery, such as through real-time intraoperative decision support. GoNoGoNet is a novel AI model capable of identifying safe ("Go") and dangerous ("No-Go") zones of dissection on surgical videos of LC. Yet, it is unknown how GoNoGoNet performs in comparison to expert surgeons. This study aims to evaluate the GoNoGoNet's ability to identify Go and No-Go zones compared to an external panel of expert surgeons.
A panel of high-volume surgeons from the SAGES Safe Cholecystectomy Task Force was recruited to draw free-hand annotations on frames of prospectively collected videos of LC to identify the Go and No-Go zones. Expert consensus on the location of Go and No-Go zones was established using Visual Concordance Test pixel agreement. Identification of Go and No-Go zones by GoNoGoNemay eventually be used to provide real-time guidance and minimize the risk of adverse events.
AI can be used to identify safe and dangerous zones of dissection within the surgical field, with high specificity/PPV for Go zones and high sensitivity/NPV for No-Go zones. Overall, model prediction was better for No-Go zones compared to Go zones. This technology may eventually be used to provide real-time guidance and minimize the risk of adverse events.
Small bowel obstruction (SBO) is a common disease affecting all segments of the population, including the frail elderly. Recent retrospective data suggest that earlier operative intervention may decrease morbidity. However, management decisions are influenced by surgical outcomes. Our goal was to determine the current surgical management of SBO in older patients with particular attention to frailty and the timing of surgery.
A retrospective review of patients over the age of 65 with a diagnosis of bowel obstruction (ICD-10 K56*) using the 2016 National Inpatient Sample (NIS). Demographics included age, race, insurance status, medical comorbidities, and median household income by zip code. Elixhauser comorbidities were used to derive a previously published frailty score using the NIS dataset. Outcomes included time to operation, mortality, discharge disposition, and hospital length of stay. Associations between demographics, frailty, timing of surgery, and outcomes were determined.
264,670 patients were o surgery earlier.
Patients with frailty and SBO have higher mortality, more frequent discharge to dependent living, longer hospital length of stay, and longer wait to operative intervention. Mortality is also associated with male gender, black race, transfer status from another facility, self-pay status, and low household income. Every day in delay in surgical intervention for those who underwent operations led to higher mortality. If meeting operative indications, older patients with bowel obstruction have a higher chance of survival if they undergo surgery earlier.
Laparoscopy requires specific psychomotor skills and can be challenging to learn. Most proficiency-based laparoscopic training programs have used non-haptic virtual reality simulators; however, haptic simulators can provide the tactile sensations that the surgeon would experience in the operating room. The objective was to investigate the effect of adding haptic simulators to a proficiency-based laparoscopy training program.
A randomized controlled trial was designed where residents (n = 36) were randomized to proficiency-based laparoscopic simulator training using haptic or non-haptic simulators. Subsequently, participants from the haptic group completed a follow-up test, where they had to reach proficiency again using the non-haptic simulator. Participants from the non-haptic group returned to train until reaching proficiency again using the non-haptic simulator.
Mean completion times during the intervention were 120min (SD 38.7min) and 183min (SD 66.3min) for the haptic group and the non-haptic group, respectively (p = 0.001). The mean times to proficiency during the follow-up test were 107min (SD 41.0min) and 58min (SD 23.7min) for the haptic and the non-haptic group, respectively (p < 0.001). The haptic group was not faster to reach proficiency in the follow-up test than during the intervention (p = 0.22). In contrast, the non-haptic group reached the required proficiency level significantly faster in the follow-up test (p < 0.001).
Haptic virtual reality simulators reduce the time to reach proficiency compared to non-haptic simulators. However, the acquired skills are not transferable to the conventional non-haptic setting.
Haptic virtual reality simulators reduce the time to reach proficiency compared to non-haptic simulators. However, the acquired skills are not transferable to the conventional non-haptic setting.
Managing postoperative pain requires an individualized approach in order to balance adequate pain control with risk of persistent opioid use and narcotic abuse associated with inappropriately outsized narcotic prescriptions. Shared decision-making has been proposed to address individual pain management needs. We report here the results of a quality improvement initiative instituting prescribing guidelines using shared decision-making and preoperative pain expectation and management education to decrease excess opioid pills after surgery and improve patient satisfaction.
Pre-intervention prescribing habits were obtained by retrospective review perioperative pharmacy records for patients undergoing general surgeries in the 24months prior to initiation of intervention. Pilaralisib Patients scheduled to undergo General Surgery procedures were given a survey at their preoperative visit. Preoperative education was performed by the surgical team as a part of the Informed Consent process using a standardized handout and patiand provider decreases opioid excess burden, resulting in fewer unused narcotic pills entering the community. Furthermore, allowing patients to participate in decision-making with their provider results in increased patient satisfaction.
Institution of procedure-specific prescribing recommendations and preoperative pain management education using shared decision-making between patient and provider decreases opioid excess burden, resulting in fewer unused narcotic pills entering the community. Furthermore, allowing patients to participate in decision-making with their provider results in increased patient satisfaction.Proctocolectomy with ileal J‑pouch-anal and rectal reconstruction is the standard surgical treatment for ulcerative colitis, selected cases of Crohn's disease, FAP and multilocular colon carcinoma. Although this treatment has been continuously developed over the last 40 years, the long-term success rate is 80-90% of the treated patients. The reasons for this are manifold chronic pouchitis, incontinence, secondary diagnosis of Crohn's disease, fistulas, severe surgical complications, rectal stump left for too long, chronic abscess and surgical technical errors. This article deals with the control of acute complications and with the management of long-term complications. Some of the triggering complications for pouch failure do not generally imply failure of the method. A correction, closure of the fistula and in individual cases also a completely new pouch creation can restore a good pouch function in about 75% of cases. Various indications, techniques and results are presented.Alterations in cellular nicotinamide adenine dinucleotide (NAD+) levels have been observed in multiple lifestyle and age-related medical conditions. This has led to the hypothesis that dietary supplementation with NAD+ precursors, or vitamin B3s, could exert health benefits. Among the different molecules that can act as NAD+ precursors, Nicotinamide Riboside (NR) has gained most attention due to its success in alleviating and treating disease conditions at the pre-clinical level. However, the clinical outcomes for NR supplementation strategies have not yet met the expectations generated in mouse models. In this review we aim to provide a comprehensive view on NAD+ biology, what causes NAD+ deficits and the journey of NR from its discovery to its clinical development. We also discuss what are the current limitations in NR-based therapies and potential ways to overcome them. Overall, this review will not only provide tools to understand NAD+ biology and assess its changes in disease situations, but also to decide which NAD+ precursor could have the best therapeutic potential.
To determine which patient characteristics influence MRI scan time and how.
A database search of outpatient MRI liver examinations on 1.5T and 3T scanners from 1/1/2019 to 4/4/2019 was performed using an in-house developed software tool. Mean and median scan times were calculated. Patients who had difficulty following breathing instructions or completing breath-hold sequences were identified. Twenty-one additional patient characteristics were obtained from an Electronic Medical Record (EMR) search.
Scan times were significantly increased for patients with breath-holding issues during the exam (N = 43, median = 23.98min) versus not (N = 179, median = 17.5min, p < 0.001). Among patients who had difficulty following breathing instructions/completing breath-hold sequences, a significant number were non-native English speakers (23/43, 53%) compared to those whose first language was English (48/179, 27%, p < 0.001). Breath-holding issues were also significantly more frequent for patients requiring a trae English speakers had more frequent breathing issues during scans and significantly longer scans times compared native English speakers.Novel Janus nanoparticles based on Au colloids anisotropically modified with polyamidoamine dendrons were prepared though a masking/toposelective modification approach. These nanomaterials were further functionalized with horseradish peroxidase on the dendritic face and provided on the opposite metal surface with a ssDNA aptamer for C-reactive protein (CRP). The resulting nanoparticles were employed as biorecognition/signaling elements to construct an amperometric aptasensor with sandwich-type architecture for the specific detection of this cardiac biomarker. To do this, screen-printed carbon electrodes modified with electrodeposited Au nanoparticles and functionalized with anti-CRP aptamers were used as transduction interface. The aptasensor was employed for the amperometric detection of CRP (working potential - 200 mV vs pseudo-Ag/AgCl) in the broad range from 10 pg·mL-1 to 1.0 ng·mL-1 with a detection limit of 3.1 pg·mL-1. This electroanalytical device also showed good specificity, reproducibility (RSD = 9.8%, n = 10), and stability and was useful to quantify CRP in reconstituted human serum samples, with a RSD of 13.3%.
Locally advanced nasopharyngeal carcinoma (LANC) often invades the parapharyngeal space and internal carotid artery. Are patients with LANC invading carotid artery are at risk of massive neck hemorrhage after radiotherapy?
This retrospective study included 130 LANC patients with carotid artery invasion admitted to our hospital between January 2012 and September 2019. All patients were treated with induction chemotherapy followed by concurrent chemoradiotherapy (CCRT) ± epidermal growth factor receptor (EGFR) inhibitor. Univariate and multivariate analysis of risk factors were conducted for the prognosis and the occurrence of massive neck hemorrhage of LANC patients with carotid artery invasion.
The 5-year progression-free survival (PFS), distant metastasis-free survival (DMFS), local nodal recurrence-free survival (LNRFS), local recurrence-free survival (LRFS), nodal recurrence-free survival (NRFS) and overall survival (OS) of the 130 patients were 75.2%, 76.8%, 90.0%, 93.9%, 95.8% and 87.2%, respectively.
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