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1.
Thromb Res ; 239: 109027, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38735165

ABSTRACT

Venous thromboembolism (VTE) in pediatric patients is an uncommon but serious diagnosis that has an array of therapeutic options and challenges. An assessment of the existing literature on management of pediatric patients with VTE was conducted. The interventions reviewed include anticoagulation, thrombolysis, thrombectomy, inferior vena cava (IVC) filters, and venous stenting. For each intervention, a discussion of mechanism of action, indications, contraindications, and potential complications was performed. While anticoagulants are considered the first-line pediatric VTE treatment, many drugs remain investigational in this patient population and treatment recommendations are extrapolated from adult practice. Thrombolysis may be indicated in cases of acute thrombosis requiring more rapid clot resolution but presents a greater bleeding risk than anticoagulation. Similarly, thrombectomy also provides rapid clot resolution and offers a larger therapeutic window and usage in more mature thrombi than thrombolysis. In select patient groups, IVC filters may be indicated in the prevention of PE but present with inherent thrombogenicity and risk of migration. The data regarding pediatric VTE treatment options, monitoring, and long term outcomes is limited compared to the adult population. The relatively few clinical trials including pediatric patients have a relatively small sample size and are heterogenous with regards to predisposing factors that further exacerbate generalizability. Additional research is needed to help construct and evaluate a robust treatment algorithm for pediatric patients with VTE.


Subject(s)
Anticoagulants , Endovascular Procedures , Venous Thromboembolism , Humans , Venous Thromboembolism/drug therapy , Venous Thromboembolism/therapy , Anticoagulants/therapeutic use , Child , Endovascular Procedures/methods , Thrombolytic Therapy/methods , Thrombectomy/methods , Vena Cava Filters
2.
Cureus ; 16(4): e57444, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38699118

ABSTRACT

A 54-year-old female with a gastrostomy tube presented with persistent nausea, vomiting, and abdominal pain. On physical examination, the gastrostomy tube was completely advanced into the abdominal cavity with only the external retention ring and hub on the exterior. The first step in the workup was obtaining a scout radiograph. This imaging was appropriate to show the location of the gastrostomy catheter which was overlying the left upper quadrant. The distal tip was heading in the direction of the left lower quadrant. The course of the gastrostomy catheter did not follow the expected direction of the duodenal C-loop. Proceeding forward, contrast was injected through the existing catheter which showed opacification of the jejunal bowel loops. The patient could now be properly diagnosed with gastroenteric intussusception and proper measures could be taken. Following the injected contrast showing jejunal opacification, a stiff Glidewire was advanced through the existing catheter all the way into the jejunum. Deflation of the balloon and removal of the catheter caused an almost instantaneous change in the course of the Glidewire to the more conventional path following the course of the duodenal C-loop. A sheath was then advanced over the wire which was now shown crossing the midline in the proper gastroduodenojejunal course. The final step was to advance a new 22-French MIC gastrostomy catheter over the Glidewire. The contrast was then injected to demonstrate proper opacification of the rugal folds and gastric fundus. The patient reported an immediate resolution of symptoms and was later discharged.

3.
Article in English | MEDLINE | ID: mdl-38735794

ABSTRACT

PURPOSE: The purpose of this study is to identify if the local institutional shift from routine overnight observation to same-day discharge following percutaneous cryoablation (PCA) of renal tumors increases 30 day re-admission rates or serious adverse events (AEs). MATERIALS AND METHODS: This retrospective study included 133 adult patients. PCA patients in calendar years 2018-2019 were routinely observed overnight in the hospital, comprising the control group (Group A). PCA patients in calendar years 2021-2022 were routinely discharged the same day, comprising the test group (Group B). Relevant demographic information, tumor characteristics, technical outcomes, and clinical outcomes were recorded. RESULTS: 15 patients (11.3 %) from the total cohort were re-admitted to the hospital within 30 days of PCA for any reason. Seven patients (10.4 %) and eight patients (12.1 %) were re-admitted for any reason within 30 days in Group A and Group B, respectively, with no difference between the two groups (p = 0.76). Nine patients (6.8 %) from the total cohort were re-admitted to the hospital within 30 days for a diagnosis secondary to the procedure. Four patients (6 %) and five patients (7.6 %) were re-admitted within 30 days for reasons related to PCA in Group A and Group B, respectively, with no significant difference between the groups (p = 0.71). Eight patients (12 %) and four patients (6 %) had major AEs following PCA in Group A and Group B, respectively, with no difference between the two groups (p = 0.43). CONCLUSION: Overall, the change in post-procedural care after PCA did not have a deleterious effect on 30 day re-admission rates or rates of major AEs.

4.
Curr Probl Diagn Radiol ; 53(4): 477-480, 2024.
Article in English | MEDLINE | ID: mdl-38553349

ABSTRACT

BACKGROUND: Non-OR Anesthesia (NORA) is rapidly becoming standard in many high-volume institutions and efficiency in these spaces has yet to be optimized. On-time first start percentage has been suggested to correlate with more efficient flow, and this correlation is established within the surgical space. PURPOSE: To investigate the effects of timetable targets on first case on-time first start percentage within a NORA setting. MATERIALS AND METHODS: A retrospective study of anesthesia-supported first start cases from October 2022 to April 2023 was performed to analyze the effect of timetable targets on on-time first-case starts for planned cases. Statistical analysis was calculated using Student's t-tests with statistical significance defined as p < 0.05. Additionally, analysis of variance was used to compare three or more groups, and Tukey Kramer was used to evaluate groups pairwise. RESULTS: One hundred twenty-four first start cases were included in the evaluation. After intervention with timetable targets, average patient arrival to the room time improved from 7:49 AM to 7:40 AM (p < 0.05) and procedure start time improved from 8:31 AM to 8:20 AM (p < 0.01). The percentage of procedure start times occurring prior to the goal time increased from 35 % to 58 % after the implementation (p < 0.05). With exception of Tuesdays (Anesthesia Late Start Day), on-time starts improved from 17 % to 48 % (p < 0.01) and sustained this improvement throughout the post-implementation period. CONCLUSION: Implementation of novel timetable targets yielded statistically significant improvement in first case start times. This improvement in efficiency and throughput results in increased room utilization, improved case throughput, and decreased block overrun times, all of which contribute toward increased revenues, decreased costs, and thus improved return on investment.


Subject(s)
Anesthesia , Efficiency, Organizational , Radiology, Interventional , Workflow , Humans , Retrospective Studies , Anesthesia/methods , Time Factors
5.
J Vasc Access ; : 11297298241234990, 2024 Mar 04.
Article in English | MEDLINE | ID: mdl-38436294

ABSTRACT

BACKGROUND: Although end stage renal disease patients who undergo hemodialysis frequently experience dialysis-associated thrombotic complications, there remains a paucity of literature comparing the efficacy of different endovascular salvage techniques for grafts and fistulas. This study aims to compare primary patency in dialysis access following salvage mechanical thrombolysis/thrombectomy with a rotational thrombolysis device versus balloon maceration. METHODS: Using a database of patient records at a tertiary medical center, all patients who underwent rotational thrombectomy with the Cleaner XT™ Rotational Thrombectomy System for endovascular salvage of arteriovenous fistula or arteriovenous graft from August 2016 to July 2022 were included in the population. Fourteen patients who underwent balloon maceration for endovascular salvage were matched to the patients in the rotational thrombectomy group based on date of procedure. The primary patency of the fistula or graft for the two groups was measured. RESULTS: A total of 13 patients who underwent dialysis access salvage with rotational thrombectomy (10 grafts, 3 fistulas) were matched with 14 patients who underwent balloon maceration for dialysis access salvage (10 grafts, 4 fistulas). Six patients in both groups required additional graft access salvage (46% rotational thrombectomy; 43% balloon maceration). The median time to next dialysis salvage was 51 days for rotational thrombectomy and 43.5 days for balloon maceration (W + 9, critical value 1; compatible with statistically significant difference). CONCLUSION: Endovascular access salvage by rotational thrombectomy may provide longer primary patency compared to salvage by balloon maceration. However, a longer follow-up prospective study of a larger study population is necessary to clarify the safety and efficacy of rotational thrombectomy using the Cleaner XT™ device.

6.
Neural Netw ; 172: 106089, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38181617

ABSTRACT

This paper studies the fixed-time synchronization (FDTS) of complex-valued neural networks (CVNNs) based on quantized intermittent control (QIC) and applies it to image protection and 3D point cloud information protection. A new controller was designed which achieved FDTS of the CVNNs, with the estimation of the convergence time not dependent on the initial state. Our approach divides the neural network into two real-valued systems and then combines the framework of the Lyapunov method to give criteria for FDTS. Applying synchronization to image protection, the image will be encrypted with a drive system sequence and decrypted with a response system sequence. The quality of image encryption and decryption depends on the synchronization error. Meanwhile, the depth image of the object is encrypted and then the 3D point cloud is reconstructed based on the decrypted depth image. This means that the 3D point cloud information is protected. Finally, simulation examples verify the efficacy of the controller and the synchronization criterion, giving results for applications in image protection and 3D point cloud information protection.


Subject(s)
Neural Networks, Computer , Time Factors , Computer Simulation
7.
J Vasc Interv Radiol ; 35(4): 533-540, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38219902

ABSTRACT

PURPOSE: To assess the safety and technical success of percutaneous cryoablation (PCA) without pyeloperfusion in 94 patients with central renal tumors. MATERIALS AND METHODS: A retrospective review of all central renal tumors treated by PCA without pyeloperfusion was performed. Central tumors were defined as those involving the renal sinus fat on preprocedural cross-sectional imaging. Patient demographics and baseline tumor characteristics were recorded. The details of the PCA procedure, primary and secondary technical success, rates of local recurrence, adverse events (AEs), cancer-specific survival (CSS), and overall survival (OS) were compiled. RESULTS: Ninety-four patients (48 females [51%]; mean age, 68.2 years [range, 38-87 years]) with 94 central renal tumors were included. The mean maximal tumor diameter and mean RENAL nephrometry score were 37 mm (range, 15-67 mm) and 8 (range, 4-11), respectively. Primary technical success was achieved in 94% (n = 88) of procedures. Of the patients who did not achieve primary technical success, 3 underwent successful repeat PCA (secondary technical success, 97%; n = 91/94). The other 3 patients were surveilled for residual disease. Twenty-four patients (26%) required hydrodissection during PCA. Six patients (6%) experienced major AEs after PCA including hemorrhage requiring embolization (n = 3), hemorrhage requiring transfusions with admission (n = 2), and perinephric abscess necessitating drain placement (n = 1). Twenty-two patients (23%) experienced minor AEs. Nine patients (10%) experienced local recurrence during the follow-up period. OS was 94% (n = 88/94), whereas CSS was 98% (n = 92/94) during the study follow-up period (mean, 16 months [range, 1-102 months]). CONCLUSIONS: PCA of central renal tumors appears to be safe with high rates of technical success, even without the use of pyeloperfusion.


Subject(s)
Carcinoma, Renal Cell , Cryosurgery , Kidney Neoplasms , Female , Humans , Aged , Carcinoma, Renal Cell/surgery , Cryosurgery/adverse effects , Cryosurgery/methods , Feasibility Studies , Treatment Outcome , Kidney Neoplasms/diagnostic imaging , Kidney Neoplasms/surgery , Retrospective Studies , Hemorrhage/etiology
8.
Abdom Radiol (NY) ; 49(3): 919-926, 2024 03.
Article in English | MEDLINE | ID: mdl-38150142

ABSTRACT

PURPOSE: To assess the safety, technical success, and clinical outcomes of percutaneous cryoablation (PCA) in patients with anterior renal tumors. METHODS: A retrospective analysis of patients with anterior renal tumors, defined as tumors at or anterior to the level of the renal pelvis, treated with CT-guided PCA from 2008 to 2022. Summary statistics included demographics and baseline tumor attributes. Treatment and follow-up metrics included primary and secondary technical success, adverse events (AEs) according to the SIR classification, local recurrence, overall survival (OS), and cancer-specific survival (CSS)). 100 patients (60 males; mean age: 63, mean BMI: 33, mean Charlson comorbidity index:6) with 100 anterior renal tumors were included. RESULTS: 78% of tumors were T1a and 22% T1b with mean maximal tumoral dimension of 29 mm (range: 6-62 mm) and mean distance to nearest critical structure 9 mm (range: 0-40 mm). Mean follow-up was 20.9 months (range: 3-103). 28% of PCAs required hydrodissection. Technical success was achieved in 92% of patients; with six remaining patients undergoing successful repeat PCA (secondary technical success: 98%). The remaining two patients without primary technical success were either surveilled or had a benign pathology on resulted concomitant biopsy. Four patients (4%) had major AEs (hemorrhage requiring prolonged admission, transfusion, or embolization (n = 3), perinephric abscess requiring drainage (n = 1)) and 27% had minor AEs. Eight patients (8%) had recurrence with a one-year OS of 94% and CSS of 100%. All recurrences underwent repeat ablation without additional recurrence and 3/8 (38%) were T1b and 5/8 (63%) were T1a tumors. CONCLUSION: PCA of anterior renal tumors can be performed safely with high rates of technical and oncologic success.


Subject(s)
Carcinoma, Renal Cell , Cryosurgery , Kidney Neoplasms , Male , Humans , Middle Aged , Carcinoma, Renal Cell/diagnostic imaging , Carcinoma, Renal Cell/surgery , Cryosurgery/methods , Retrospective Studies , Treatment Outcome , Tomography, X-Ray Computed , Kidney Neoplasms/diagnostic imaging , Kidney Neoplasms/surgery
11.
Curr Probl Diagn Radiol ; 52(6): 474-477, 2023.
Article in English | MEDLINE | ID: mdl-37739877

ABSTRACT

INTRODUCTION: The significance of Eye Motion Tracking in aiding learners in training search patterns, pattern recognition, and efficiently using their gaze in terms of time and scanning distribution has been highlighted in the USAF Pilot Training Next initiative. METHODS: The innovation described further builds on this concept in the realm of medical imaging and the provision of real-time feedback of eye direction and gaze duration. RESULTS: This real-time indicator enables the trainer to adapt verbal queueing of the trainee in a personalized manner to improve knowledge transfer, and to increase the confidence of the trainer and trainee in the competency of the trainee. The initial experiment data set included bone radiographs, digital subtraction angiograms, and computed tomography images. DISCUSSION: Preliminary results and formative feedback from participants was encouraging with expert viewers able to use Eye Motion Tracking to successfully guide novice readers through search and gaze protocol patterns of the medical images.

12.
Sci Rep ; 13(1): 13854, 2023 08 24.
Article in English | MEDLINE | ID: mdl-37620391

ABSTRACT

Although ablations are performed with conscious sedation or general anesthesia, microwave ablations can be painful post procedure. Newer analgesic modalities, including regional blocks, have promoted the proliferation of less invasive anesthesia care for ablative procedures. This study evaluates whether bilateral paravertebral blocks reduce the need for additional analgesics in comparison to unilateral blocks in microwave ablations. In this retrospective study, individuals undergoing microwave ablation who underwent unilateral versus bilateral nerve blocks at a single institution from 2017 to 2019 were compared. Categorical variables were analyzed using Pearson's chi-squared tests. Comparisons of means were completed using multiple T-tests corrected using the Holm-Sidak method with α = 0.05. Regression modeling was used to identify factors related to increased MME (milligram morphine equivalent) usage and post-procedure admission rates. A total of 106 patients undergoing 112 liver MWA procedures were included in this analysis, with patients receiving either a bilateral or unilateral block. Pre-procedural characteristics demonstrated no significant differences in age or gender. Bilateral blocks were associated with decreased usage of gabapentin (14% vs. 0%, p = 0.01) and a lower rate of post-procedure admissions (OR 0.23, p = 0.003). Therefore, when using paravertebral blocks, bilateral blocks are superior to unilateral blocks, as demonstrated by decreased rates of hospital admission and reduced use of systemic neuropathic pain medication. Additionally, reducing post-procedural MME may reduce the rate of admission to the hospital.


Subject(s)
Liver Neoplasms , Nerve Block , Pain, Procedural , Humans , Microwaves/adverse effects , Retrospective Studies , Hospitals , Liver Neoplasms/surgery
13.
J Am Coll Radiol ; 20(11): 1110-1120, 2023 11.
Article in English | MEDLINE | ID: mdl-37517774

ABSTRACT

BACKGROUND: Simulation-based training has become increasingly prominent within medical education, but its utility within radiology remains underexplored. OBJECTIVE: To appraise the evidence for the effectiveness of simulation on the management of adverse reactions to contrast media. METHODS: A systematic search of the literature was conducted. Eligible studies recruited radiology residents, provided simulation-based training focused on contrast reaction management, and measured any effectiveness outcome compared with any nonsimulation training or no training. The quality of studies was appraised and outcomes were classified according to Kirkpatrick's hierarchy and the strength of evidence. RESULTS: Out of 146 screened results, 15 articles were included that described 17 studies-3 randomized trials and 14 pretest-posttest studies of hands-on or, less commonly, computer-based simulation. In all 16 studies that assessed knowledge before and after intervention, written test scores improved after simulation. Most studies noted improvements in comfort or confidence managing contrast reactions as well. In all three studies that assessed knowledge after simulation and after didactic lecture as a control, posttest scores were not statistically significantly better in the simulation groups than the lecture groups. Common study limitations included single-group designs, measuring only learning outcomes using unvalidated instruments, modest sample sizes, and limited assessment of long-term retention. CONCLUSION: Simulation produces subjective improvements and knowledge gain relevant to contrast reaction management. Further research is required to demonstrate superiority of simulation-based contrast reaction management training over traditional didactic lecture-based instruction.


Subject(s)
Contrast Media , Simulation Training , Clinical Competence , Educational Measurement , Internship and Residency , Contrast Media/adverse effects
14.
Sci Total Environ ; 894: 164966, 2023 Oct 10.
Article in English | MEDLINE | ID: mdl-37343852

ABSTRACT

Insufficient absorption sites and low charge separation notably limit the activation of photocatalytic molecular oxygen. In this study, atomic-layer BiOBr (BiOBr-QDs)/ZnAl-LDH composites with a considerable number of edges were developed to address the above-mentioned problems. The result of this study indicated the spatial separation of atomic-layer BiOBr-QDs/ZnAl-LDH's conduction band maximum (CBM) and valence band minimum (VBM). As a result, holes were produced on the substrate surface based on irradiation, and electrons were generated at the sites of the edge, such that ultra-fast charge separation can be carried out. The edges exposed massive adsorption sites in terms of oxygen molecules. Thus, electrons at the sites of the edge led to the reduction of absorbed oxygen molecules, thus exhibiting stronger photocatalytic •O2- production. Furthermore, the result confirmed that the atomic layer BiOBr-QDs/ZnAl-LDH are promising in environmental catalytic degradation for its increased activity of •O2- production. In this study, a novel insight into advanced photocatalyst design based on edge unsaturated ligand engineering at an atomic level is provided.

15.
Radiol Case Rep ; 18(8): 2558-2561, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37255695

ABSTRACT

Giant cell tumor of the soft tissue (GCTST) is a neoplasm with low malignant potential and typically affects the trunk and extremities. Herein, we present a case of a palpable right neck mass diagnosed as a GCTST of the carotid sheath in a 38-year-old woman. A review of the imaging characteristics as well as of the differential diagnoses of primary neoplasms of the carotid space is presented.

16.
Clin Imaging ; 100: 30-35, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37187107

ABSTRACT

PURPOSE: To access if the (MC)2 scoring system can identify patients at risk for major adverse events following percutaneous microwave ablation of renal tumors. METHODS: Retrospective review of all adult patients who underwent percutaneous renal microwave ablation at two centers. Patient demographics, medical histories, laboratory work, technical details of the procedure, tumor characteristics, and clinical outcomes were collected. The (MC)2 score was calculated for each patient. Patients were assigned to low-risk (<5), moderate-risk (5-8) and high-risk (>8) groups. Adverse events were graded according to the criteria from the Society of Interventional Radiology guidelines. RESULTS: A total of 116 patients (mean age = 67.8 [95%CI 65.5-69.9], 66 men) were included. 10 (8.6%) and 22 (19.0%) experienced major or minor adverse events, respectively. The mean (MC)2 score for patients with major adverse events (4.6 [95%CI 3.3-5.8]) was not higher than those with either minor adverse events (4.1 [95%CI 3.4-4.8], p = 0.49) or no adverse events (3.7 [95%CI 3.4-4.1], p = 0.25). However, mean tumor size was greater in those with major adverse events (3.1 cm [95%CI 2.0-4.1]) than minor adverse events (2.0 cm [95%CI 1.8-2.3], p = 0.01). Patients with central tumors were also more likely to experience major adverse events compared to those without central tumors (p = 0.02). The area under the receiver operator curve to predict major adverse events was 0.61 (p = 0.15), indicating a poor ability of the (MC)2 score to predict major adverse events. CONCLUSION: The (MC)2 risk scoring system does not accurately identify patients at risk for major adverse events from percutaneous microwave ablation of renal tumors. The mean tumor size and central tumor location may serve as a better indicator for risk assessment of major adverse events.


Subject(s)
Carcinoma, Renal Cell , Catheter Ablation , Kidney Neoplasms , Radiofrequency Ablation , Adult , Male , Humans , Aged , Carcinoma, Renal Cell/pathology , Microwaves/therapeutic use , Kidney Neoplasms/surgery , Kidney Neoplasms/pathology , Kidney/diagnostic imaging , Kidney/surgery , Kidney/pathology , Retrospective Studies , Catheter Ablation/methods , Treatment Outcome
17.
ISA Trans ; 135: 290-298, 2023 Apr.
Article in English | MEDLINE | ID: mdl-37032566

ABSTRACT

In this paper, the bipartite synchronization of signed Lur'e network is studied under intermittent control, where the communication relationship of these adjacent nodes in the network can be either cooperative or competitive. Assuming that the network is structurally balanced, bipartite synchronization can be reached with some conditions and coordinate transform criterion. Then, Based on Lyapunov stability theory, some important norms are established. Ultimately, the simulation results can illustrate validness of theoretical analysis.

18.
Cardiovasc Intervent Radiol ; 46(11): 1538-1550, 2023 Nov.
Article in English | MEDLINE | ID: mdl-36899068

ABSTRACT

Image-guided minimally invasive radiofrequency ablation (RFA) of sensory nerves has emerged as a treatment option for pain and swelling associated with advanced symptomatic joint and spine degeneration to bridge the gap between optimal medical therapy and surgical treatments. RFA of articular sensory nerves and the basivertebral nerve use image-guided percutaneous approaches resulting in faster recovery time and minimal risks. The current published evidence indicates clinical effectiveness; however, further research must be performed comparing other conservative treatments with RFA to understand further its role in different clinical settings, such as osteonecrosis. This review article discusses and illustrates the applications of RFA for treating symptomatic joint and spine degeneration.


Subject(s)
Catheter Ablation , Radiofrequency Ablation , Humans , Catheter Ablation/methods , Back Pain , Treatment Outcome
20.
Curr Probl Diagn Radiol ; 52(2): 106-109, 2023.
Article in English | MEDLINE | ID: mdl-36030140

ABSTRACT

The purpose of this study was to examine patient portal enrollment and the usage with a specific focus on the utilization of on-line radiology reports by patients. Oracle SQL (Austin, TX, USA) queries were used to extract portal enrollment data over a 13-month period from March 1, 2017 through March 31, 2018 from the hospital system's EMR. Patient enrollment was collected as was patient information including basic demographics and utilization patterns. For enrolled patients, interaction within the portal with the "Radiology" work tab (RADTAB) was used as a surrogate for review of radiology results. As a comparator, interaction within the portal with the "Laboratory" work tab (LABTAB) was used as a surrogate for review of laboratory results. Statistical analysis on the data was performed using Chi-squared, Student's t-test, Logistic regression and multivariate analysis where appropriate. The population for analysis included 424,422 patients. Overall, 138,783 patients (32.7%) were enrolled in the portal. Patients enrolled in the portal were older (P < 0.0001), female (P < 0.0001) and Caucasian (P < 0.0001). Patients enrolled in the portal had higher levels of educational attainment (p < 0.0001), higher annual household income (P < 0.0001), and more outpatient clinic visits (P < 0.0001). The proportion of enrolled patients that interacted with the LABTAB (47.2%) was significantly higher than those that interacted with the RADTAB (27.1%) (P < 0.0001; Table 2). Patients that utilize the portal are more likely to utilize the Laboratory tab than the Radiology tab, and demographic differences do not account for this difference in usage. Further investigation is needed to better understand the reasons for the differing usage trends of Laboratory and Radiology tabs.


Subject(s)
Patient Participation , Patient Portals , Humans , Female , Patient Participation/methods , Radiography , Ambulatory Care
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