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18 pages, 3247 KiB  
Article
Ageing Mediterranean Bluefin Tuna: A Comparative Study Between Dorsal Fin Spines and Vertebrae
by Niki Milatou and Persefoni Megalofonou
Fishes 2025, 10(6), 260; https://doi.org/10.3390/fishes10060260 - 2 Jun 2025
Viewed by 104
Abstract
This study estimated the age and growth of reared Atlantic bluefin tuna by analyzing two calcified structures: the caudal vertebrae and the dorsal fin spines. The aim was to compare the two ageing methods. A total of 613 dorsal fin spines and 613 [...] Read more.
This study estimated the age and growth of reared Atlantic bluefin tuna by analyzing two calcified structures: the caudal vertebrae and the dorsal fin spines. The aim was to compare the two ageing methods. A total of 613 dorsal fin spines and 613 vertebrae were aged, with each pair of calcified structures derived from the same individual fish. The age of each fish was determined from the number of visible growth bands on the structures. The estimated ages ranged from 4 to 20 years for dorsal fin spines and from 5 to 17 years for caudal vertebrae. Both calcified structures were demonstrated to be suitable for ageing bluefin tuna. The percent agreement between the two methods was high in medium-sized fish but lower in larger fish. Additionally, the results showed a tendency to estimate fewer years in vertebrae than in dorsal fin spines for fish older than 11 years. For the samples where no bias was found between the two ageing methods (N = 215), the von Bertalanffy growth model was fitted to the mean lengths at estimated ages, with the growth parameters determined as follows: L = 372.3 cm, k = 0.075 yr−1, and t0 = −1.292 yr. This research makes a novel contribution to the field by conducting a direct, large-scale comparison of age estimates derived from two different calcified structures, addressing a notable gap in the literature and offering critical insights into the consistency and reliability of ageing methods used in stock assessment. Full article
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15 pages, 2801 KiB  
Article
Influence of Increased Intra-Abdominal Pressure on the Validity of Ultrasound-Derived Inferior Vena Cava Measurements for Estimating Central Venous Pressure
by Mia Rora Bertović, Vladimir Trkulja, Ela Ćurčić Karabaić, Sara Šundalić, Luka Bielen, Toni Ivičić and Radovan Radonić
J. Clin. Med. 2025, 14(11), 3684; https://doi.org/10.3390/jcm14113684 - 24 May 2025
Viewed by 280
Abstract
Background: Ultrasound-based assessment of the inferior vena cava (IVC) is a widely used, non-invasive tool for estimating volume status and central venous pressure (CVP) in critically ill patients. However, elevated intra-abdominal pressure (IAP) may distort IVC measurements, reducing the accuracy of CVP estimation. [...] Read more.
Background: Ultrasound-based assessment of the inferior vena cava (IVC) is a widely used, non-invasive tool for estimating volume status and central venous pressure (CVP) in critically ill patients. However, elevated intra-abdominal pressure (IAP) may distort IVC measurements, reducing the accuracy of CVP estimation. This study aimed to quantify the effect of varying IAP on IVC diameters and evaluate the accuracy of ultrasound-based CVP predictions under such conditions. Methods: A prospective study was conducted including two groups of adult critically ill patients: one with spontaneously elevated IAP due to ascites (n = 36), undergoing stepwise pressure reduction via paracentesis, and one with normal baseline IAP (n = 30), undergoing stepwise pressure elevation using an abdominal belt with an inflatable balloon. End-inspiratory and end-expiratory IVC diameters and CVP were repeatedly measured at different IAP levels. Agreement between predicted and measured CVP was assessed using Gwet’s agreement coefficient, and a correction model for IVC diameters was developed based on IAP categories. Results: Increasing IAP led to a progressive reduction in both inspiratory and expiratory IVC diameters, while CVP showed no consistent trend. Predictive accuracy declined with rising IAP, with Gwet’s agreement coefficient decreasing from 0.851 (95 percent confidence interval: 0.750–0.952) at normal pressure to 0.392 (95 percent confidence interval: 0.141–0.642) at IAP above 25 mmHg. Applying the correction model improved prediction accuracy, with Gwet’s agreement coefficient increasing to 0.749 (95 percent confidence interval: 0.589–0.908) at the highest IAP category. Conclusions: Elevated IAP significantly alters IVC diameters and reduces the reliability of ultrasound-based CVP estimation. A correction model based on IAP improves predictive accuracy and may enhance volume assessment in critically ill patients. Further validation is warranted. Full article
(This article belongs to the Special Issue Clinical Guidelines in Critical Care Medicine)
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21 pages, 335 KiB  
Article
The Effects of Non-Tariff Measures on Agricultural Trade Efficiency of South Africa Within the SADC
by Brian Tavonga Mazorodze
J. Risk Financial Manag. 2025, 18(6), 286; https://doi.org/10.3390/jrfm18060286 - 22 May 2025
Viewed by 286
Abstract
While tariff liberalization under regional trade agreements has progressed, non-tariff measures (NTMs) have emerged as a significant impediment to the realization of full trade potential, particularly in the agriculture sector where NTMs are especially prevalent and in the Southern African Development Community (SADC) [...] Read more.
While tariff liberalization under regional trade agreements has progressed, non-tariff measures (NTMs) have emerged as a significant impediment to the realization of full trade potential, particularly in the agriculture sector where NTMs are especially prevalent and in the Southern African Development Community (SADC) where intra-regional trade is low. Despite the extensive available literature on this subject, the impact of NTMs on trade efficiency in the SADC has hardly been explored. Against this background, this study estimates the impact of NTMs on the efficiency of South Africa’s bilateral agricultural trade with 11 SADC member states using data from 2011 to 2022 and a stochastic frontier gravity model. The average efficiency is found to be 45.6 percent, implying that more than half of South Africa’s agricultural trade potential remains unrealized in the region due to inefficiencies. NTMs are found to be a source of inefficiency, the effect of which is larger than that of tariffs by a factor of 6. This result emphasizes an urgent need for harmonizing NTMs across SADC member states to reduce compliance costs which are associated with trade inefficiency. The study contributes to the literature by treating NTMs as man-made trade resistances that affect trade efficiency rather than trade volumes. Full article
11 pages, 1542 KiB  
Article
Feasible and Rapid Screening of IDH1/2 and FLT3-TKD2 Mutations by High-Resolution Melting for Patients with Acute Myeloid Leukemia
by José Vicente Gil, Sandra de las Heras, Alberto Miralles, Claudia Sargas, Marta Llop, Rebeca Rodríguez-Veiga, Laura Torres-Miñana, Blanca Boluda, Isabel Cano-Ferri, Evelyn Acuña-Cruz, Irene Navarro, Pilar Lloret-Madrid, Pau Montesinos and Eva Barragán
Diagnostics 2025, 15(10), 1230; https://doi.org/10.3390/diagnostics15101230 - 14 May 2025
Viewed by 281
Abstract
Background: In recent years, numerous recurrently mutated genes have been identified in acute myeloid leukemia (AML), some of which, such as FLT3 and IDH1/2, serve as therapeutic targets, offering new treatment options. Rapid mutational analysis is crucial for timely and optimal [...] Read more.
Background: In recent years, numerous recurrently mutated genes have been identified in acute myeloid leukemia (AML), some of which, such as FLT3 and IDH1/2, serve as therapeutic targets, offering new treatment options. Rapid mutational analysis is crucial for timely and optimal therapy selection. This study aims to develop and validate a rapid, cost-effective, and sensitive screening method for detecting IDH1, IDH2, and FLT3-TKD2 mutations using polymerase chain reaction (PCR) and high-resolution melting curve analysis (HRM). Methods: A PCR-HRM assay was developed to simultaneously detect mutations in IDH1, IDH2, and FLT3-TKD2. The method was applied to a cohort of 1363 AML patients, and its performance, including turnaround time, was evaluated through comparison with next-generation sequencing (NGS) results. Results: The PCR-HRM method demonstrated a positive percent agreement of 98%, 98%, and 92% for IDH1, IDH2, and FLT3-TKD2, respectively, and a negative percent agreement of 100% for all three genes compared to NGS. No false positives were observed, and false negatives were detected in less than 1% of cases, mostly in FLT3-TKD2, all occurring below the established limit of detection. The turnaround time and cost of PCR-HRM were significantly lower than those of NGS. Conclusions: This method offers a highly sensitive, specific, and time-efficient approach for the simultaneous detection of IDH1, IDH2, and FLT3-TKD2 mutations in AML patients. Its rapid turnaround time and cost-effectiveness make it a valuable tool for routine clinical screening, facilitating timely and targeted treatment decisions. Full article
(This article belongs to the Special Issue Diagnosis, Prognosis and Management of Hematologic Malignancies)
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9 pages, 991 KiB  
Article
Triage of Patient Messages Sent to the Eye Clinic via the Electronic Medical Record: A Comparative Study on AI and Human Triage Performance
by Abdulaziz Alsumait, Sharanya Deshmukh, Christine Wang and Christopher T. Leffler
J. Clin. Med. 2025, 14(7), 2395; https://doi.org/10.3390/jcm14072395 - 31 Mar 2025
Viewed by 1079
Abstract
Background/Objectives: Assess the ability of ChatGPT-4 (GPT-4) to effectively triage patient messages sent to the general eye clinic at our institution. Methods: Patient messages sent to the general eye clinic via MyChart were de-identified and then triaged by an ophthalmologist-in-training (MD) [...] Read more.
Background/Objectives: Assess the ability of ChatGPT-4 (GPT-4) to effectively triage patient messages sent to the general eye clinic at our institution. Methods: Patient messages sent to the general eye clinic via MyChart were de-identified and then triaged by an ophthalmologist-in-training (MD) as well as GPT-4 with two main objectives. Both MD and GPT-4 were asked to direct patients to either general or specialty eye clinics, urgently or nonurgently, depending on the severity of the condition. Main Outcomes: GPT-4s ability to accurately direct patient messages to (1) a general or specialty eye clinic and (2) determine the time frame within which the patient needed to be seen (triage acuity). Accuracy was determined by comparing percent agreement with recommendations given by GPT-4 with those given by MD. Results: The study included 139 messages. Percent agreement between the ophthalmologist-in-training and GPT-4 was 64.7% for general/specialty clinic recommendation and 60.4% for triage acuity. Cohen’s kappa was 0.33 and 0.67 for specialty clinic and triage urgency, respectively. GPT-4 recommended a triage acuity equal to or sooner than ophthalmologist-in-training for 93.5% of cases and recommended a less urgent triage acuity in 6.5% of cases. Conclusions: Our study indicates an AI system, such as GPT-4, should complement rather than replace physician judgment in triaging ophthalmic complaints. These systems may assist providers and reduce the workload of ophthalmologists and ophthalmic technicians as GPT-4 becomes more adept at triaging ophthalmic issues. Additionally, the integration of AI into ophthalmic triage could have therapeutic implications by ensuring timely and appropriate care, potentially improving patient outcomes by reducing delays in treatment. Combining GPT-4 with human expertise can improve service delivery speeds and patient outcomes while safeguarding against potential AI pitfalls. Full article
(This article belongs to the Special Issue Artificial Intelligence and Eye Disease)
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13 pages, 1801 KiB  
Article
Concordance of Helicobacter pylori Detection Methods in Symptomatic Children and Adolescents
by Camila Cabrera, Yanira Campusano, Joaquín Torres, Dinka Ivulic, Valeria Galvez, Diego Tapia, Vicente Rodríguez, Anne Lagomarcino, Alejandra Gallardo, Francisco Alliende, Marcela Toledo, Gabriela Román, Francisca Jaime, Mónica González, Pamela Marchant, Marianela Rojas, Juan Ignacio Juanet, Mónica Villanueva, Juan Cristobal Ossa, Felipe Del Canto, Tomeu Viver, Miguel O’Ryan and Yalda Luceroadd Show full author list remove Hide full author list
Microorganisms 2025, 13(3), 583; https://doi.org/10.3390/microorganisms13030583 - 4 Mar 2025
Viewed by 978
Abstract
Background: Helicobacter pylori is the most prevalent chronic bacterial infection globally, acquired mostly during childhood. It is associated with chronic gastritis, peptic ulcer disease, and gastric cancer. Due to challenges in culturing H. pylori, diagnostic reference standards often rely on combining ≥2 [...] Read more.
Background: Helicobacter pylori is the most prevalent chronic bacterial infection globally, acquired mostly during childhood. It is associated with chronic gastritis, peptic ulcer disease, and gastric cancer. Due to challenges in culturing H. pylori, diagnostic reference standards often rely on combining ≥2 non-culture, biopsy-based methods. Histology with Giemsa staining is widely used in clinical settings due to its low cost and reliable performance. Methods: This study evaluated the concordance between histology with Giemsa staining as the reference standard and other diagnostic methods, including the rapid urease test (RUT), ureA RT-PCR, 16S sequencing, and anti-H. pylori serum IgG. Positive percent of agreement (PPA), negative percent of agreement (NPA) and concordance kappa index were calculated. Results: A total of 120 patients (41 positive and 79 negative by Giemsa staining) were analyzed. Among the methods tested, RT-PCR for ureA showed the best performance (PPA = 94.7%, NPA = 98.6%, kappa = 0.939), while RUT underperformed compared with expectations (PPA = 65.9%, NPA = 97.5%, kappa = 0.681). Serology had the lowest performance (PPA = 53.7%, NPA = 96.1%, kappa = 0.548). Conclusions: The combination of histology with Giemsa staining and ureA RT-PCR achieved the highest detection rate and strongest agreement. Full article
(This article belongs to the Special Issue Helicobacter pylori Infection: Detection and Novel Treatment)
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12 pages, 2040 KiB  
Article
Aggregate Sampling to Detect Pathogens and Antimicrobial Resistance Genes Associated with Bovine Respiratory Disease in US Feedlots: A Pilot Study
by Erin Jobman, Brian Vander Ley, John Dustin Loy, Duan Sriyotee Loy, Nathan Meyer, Dan Thomson, James Lowe and Shane Terrell
Vet. Sci. 2025, 12(3), 244; https://doi.org/10.3390/vetsci12030244 - 4 Mar 2025
Viewed by 705
Abstract
Bovine respiratory disease (BRD) is the leading cause of feedlot morbidity and mortality. Field diagnosis is often limited to visual examination as available diagnostics reflect individual animals only and require labor, animal restraint, and time. Aggregate sampling techniques are valuable tools in other [...] Read more.
Bovine respiratory disease (BRD) is the leading cause of feedlot morbidity and mortality. Field diagnosis is often limited to visual examination as available diagnostics reflect individual animals only and require labor, animal restraint, and time. Aggregate sampling techniques are valuable tools in other species but are lacking in the beef industry. This pilot study investigates the plausibility of using the water trough as an aggregate sample substrate in pens of confined cattle. Water and swab substrates from ten water tanks were collected at ten sampling events. Samples were subjected to a multiplex PCR to detect viruses, bacteria, and antimicrobial resistance (AMR) genes associated with BRD. Viral and bacterial PCR detections differed significantly among morbidity classes (Fisher’s exact p = 0.0139 water; p = 0.0222 swab). The overall kappa and Percent Positive Agreement were 0.72 and 84.01% among sample substrates. Bayesian latent class analysis was used to estimate the probability of detection. Viral and bacterial organisms reached peak sensitivity (21–79%) on days 4–21 and peak specificity (44–79%) on days 42–56. All AMR genes’ sensitivity and specificity remained relatively constant throughout the sampling period. Full article
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25 pages, 13450 KiB  
Article
A Two-Dimensional Analysis of the Flowfield and Performances of Linear Aerospikes During Differential Throttling
by Jehangir Hassan, Gaetano Maria Di Cicca, Michele Ferlauto, Roberto Marsilio and Emanuele Resta
Aerospace 2025, 12(3), 200; https://doi.org/10.3390/aerospace12030200 - 28 Feb 2025
Viewed by 708
Abstract
The performances of two linear aerospike nozzles, generated by truncating the same plug contour at 40% and 20% of its ideal length, are investigated numerically within a two-dimensional approximation and compared with each other. The nozzle geometry is a 2D representation, extracted from [...] Read more.
The performances of two linear aerospike nozzles, generated by truncating the same plug contour at 40% and 20% of its ideal length, are investigated numerically within a two-dimensional approximation and compared with each other. The nozzle geometry is a 2D representation, extracted from the CAD model of the actual nozzles under experimental investigation. In the working conditions studied here, the nozzle is throttled differentially, by setting different flow conditions on the upper and lower inlet, with the aim of generating thrust vectoring effects. The performances and flowfield of both aerospikes are investigated for values of the nozzle pressure ratio (npr) ranging from 3.7 up to the design condition (NPR=200), and for several levels of differential throttling. The CFD approach adopted is based on a two-dimensional RANS flow model. Comparisons between the numerical and experimental data are performed at two nozzle working conditions: without and with differential throttling. The numerical results are in good agreement with the experimental data. Moreover, the numerical simulations of the throttling case have shown a thrust deflection of about 5 degrees, with a differential pressure of approximately 10 percent. Full article
(This article belongs to the Section Aeronautics)
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24 pages, 7035 KiB  
Article
Multi-Objective Design Optimization and Experimental Investigation of a Low-Cost Solar Desalination System Under Al Qassim Climate
by Bilel Najlaoui, Abdullah Alghafis, Hussain Sadig, Eihab A. Raouf and Mohamed Alobaidi Hassen
Sustainability 2025, 17(5), 1771; https://doi.org/10.3390/su17051771 - 20 Feb 2025
Viewed by 513
Abstract
Water is one of humanity’s most fundamental needs. The demand for freshwater rises in tandem with population expansion. Only 0.01 percent of freshwater is available as surface water in lakes, wetlands, and rivers. As a result, the only choice is to extract water [...] Read more.
Water is one of humanity’s most fundamental needs. The demand for freshwater rises in tandem with population expansion. Only 0.01 percent of freshwater is available as surface water in lakes, wetlands, and rivers. As a result, the only choice is to extract water from the oceans. Desalination is an effective option for this. This study focused on the multi-objective design optimization, fabrication, and thermal evaluation of an integrated desalination system combining a solar still with a flat plate collector (SS-FPC). The study investigated the trade-off between two competing objectives: maximizing the efficiency of the SS-FPC system while minimizing its total cost. A numerical code is written in MATLAB to simulate the influence of changing design parameters (DPs) on the SS-FPC performances. The optimal SS-FPC design, offering low costs and a high thermal efficiency, was identified using the multi-objective colonial competitive algorithm (MOCCA). This design was subsequently fabricated and experimentally evaluated under the climatic conditions of Unaizah in Al Qassim, Saudi Arabia. The optimal numerical results were compared with both the literature values and experimental measurements. The comparison revealed strong agreement with the experimental data, with a maximum relative error of 4%. Moreover, the obtained results indicate that the optimized SS-FPC design is capable of achieving a 31% increase in efficiency and a 49% reduction in total cost relative to those reported in the literature. Full article
(This article belongs to the Section Energy Sustainability)
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10 pages, 215 KiB  
Article
Comparison of AccuPower Diarrhea V1&V2 RT-PCR to a Chromatographic Immunoassay for Detecting Viral Pathogens from Human Diarrheal Stool Specimens
by Luka Katic, Boris Mihaljevic, Marijo Pirija, Ivana Goic-Barisic, Marija Tonkic and Anita Novak
Trop. Med. Infect. Dis. 2025, 10(2), 33; https://doi.org/10.3390/tropicalmed10020033 - 24 Jan 2025
Viewed by 747
Abstract
Viruses are a frequent cause of self-limited diarrhea, with more severe outcomes in immunocompromised patients. This study aimed to compare the performance of Real-Time RT-PCR to chromatographic immunoassays (CIAs) for detecting the major gastrointestinal viruses in human stool. This study was conducted at [...] Read more.
Viruses are a frequent cause of self-limited diarrhea, with more severe outcomes in immunocompromised patients. This study aimed to compare the performance of Real-Time RT-PCR to chromatographic immunoassays (CIAs) for detecting the major gastrointestinal viruses in human stool. This study was conducted at the University Hospital of Split, Croatia, from October 2023 to May 2024. Stool samples were simultaneously analyzed with CIA (Acro Biotech Rotavirus and Adenovirus Combo Rapid Test Cassette, USA and JusChek Norovirus Rapid Test Cassette, China) and Real-Time RT-PCR (AccuPower Diarrhea V1&V2 Real-Time RT-PCR, Bioneer, Republic of Korea), according to the manufacturers’ instructions. Positive percent agreement (PPA), negative percent agreement (NPA), and overall percent agreement (OPA) were calculated. For norovirus, CIA had a low PPA (25%), indicating that it missed 75% of norovirus-positive cases identified by RT-PCR. Adenovirus detection by CIA showed poor agreement with RT-PCR (PPA 0%; NPA 100%). Rotavirus detection presented a relatively better performance with CIA (PPA 90.9% and OPA 84.13%). However, the presence of false positives (15.8%) highlights the need for confirmatory RT-PCR testing. One specimen was sapovirus-RT-PCR-positive, marking the first documented case from human specimens in Croatia. Although CIA provided rapid results, limitations regarding reliability highlight the value of RT-PCR, particularly in the case of ambiguous clinical cases with negative antigenic test results and newly emerged viruses. A two-step diagnostic approach, with initial CIA screening followed by confirmatory RT-PCR, could balance cost-effectiveness with diagnostic accuracy. Full article
8 pages, 205 KiB  
Communication
Clinical Evaluation of a Rapid Reciprocal-Flow PCR Assay and Real-Time PCR Assay with Quenching Probe for Detection of Mycobacterium tuberculosis Complex
by Kosuke Kosai, Keisuke Matsumoto, Takahisa Ishikawa, Yasuhide Kawamoto, Norihiko Akamatsu, Kenji Ota, Fujiko Mitsumoto-Kaseida, Norihito Kaku, Hiroo Hasegawa, Koichi Izumikawa, Hiroshi Mukae and Katsunori Yanagihara
Microorganisms 2025, 13(1), 201; https://doi.org/10.3390/microorganisms13010201 - 17 Jan 2025
Viewed by 777
Abstract
This study investigated the diagnostic efficiencies of two assays for the detection of Mycobacterium tuberculosis complex: (1) the reciprocal-flow real-time polymerase chain reaction (PCR)-based GeneSoC assay and (2) the real-time PCR based GENECUBE MTB assay with quenching probe. These assays were performed for [...] Read more.
This study investigated the diagnostic efficiencies of two assays for the detection of Mycobacterium tuberculosis complex: (1) the reciprocal-flow real-time polymerase chain reaction (PCR)-based GeneSoC assay and (2) the real-time PCR based GENECUBE MTB assay with quenching probe. These assays were performed for stored clinical samples and results were compared with the confirmed results based on culture and COBAS TaqMan MTB assay. A total of 53 samples (20 confirmed positives and 33 confirmed negatives) were included in the performance analysis. The GeneSoC assay showed concordance in all 53 samples, regardless of specimen type, while the GENECUBE MTB assay showed concordance in 19 of the 20 confirmed positive samples and all 33 confirmed negative samples. The overall agreement was 100.0% for the GeneSoC assay and 98.1% for the GENECUBE MTB assay. Positive and negative percent agreements were 100.0% each for the GeneSoC assay and 95.0% and 100.0%, respectively, for the GENECUBE MTB assay. Both the GeneSoC and GENECUBE MTB assays exhibited excellent performance in detecting M. tuberculosis complex. The GeneSoC assay is useful for independent assays of individual samples, whereas the GENECUBE MTB assay is suitable for batch assays of multiple samples. Full article
14 pages, 4511 KiB  
Article
Improved Consistency of Lung Nodule Categorization in CT Scans with Heterogeneous Slice Thickness by Deep Learning-Based 3D Super-Resolution
by Dongok Kim, Jae Hyung Park, Chang Hyun Lee, Young-Ju Kim and Jong Hyo Kim
Diagnostics 2025, 15(1), 50; https://doi.org/10.3390/diagnostics15010050 - 28 Dec 2024
Viewed by 829
Abstract
Background/Objectives: Accurate volumetric assessment of lung nodules is an essential element of low-dose lung cancer screening programs. Current guidance recommends applying specific thresholds to measured nodule volume to make the following clinical decisions. In reality, however, CT scans often have heterogeneous slice [...] Read more.
Background/Objectives: Accurate volumetric assessment of lung nodules is an essential element of low-dose lung cancer screening programs. Current guidance recommends applying specific thresholds to measured nodule volume to make the following clinical decisions. In reality, however, CT scans often have heterogeneous slice thickness which is known to adversely impact the accuracy of nodule volume assessment. Methods: In this study, a deep learning (DL)-based 3D super-resolution method is proposed for generating thin-slice CT images from heterogeneous thick-slice CT images in lung cancer screening. We evaluated the performance in a qualitative way by radiologist’s perceptual assessment as well as in a quantitative way by accuracy of nodule volume measurements and agreement of volume-based Lung-RADS nodule category. Results: A 5-point Likert scale tabulated by two radiologists showed that the quality of DL-generated thin-slice images from thick-slice CT images were on a par with the image quality of ground truth thin-slice CT images. Furthermore, thick- and thin-slice CT images had a nodule volume difference of 52.2 percent on average which was reduced to a 15.7 percent difference with DL-generated thin-slice CT. In addition, the proposed method increased the agreement of lung nodule categorization using Lung-RADS by 74 percent. Conclusions: The proposed DL approach for slice thickness normalization has a potential for improving the accuracy of lung nodule volumetry and facilitating more reliable early lung nodule detection. Full article
(This article belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
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24 pages, 5566 KiB  
Article
Validation of CRU TS v4.08, ERA5-Land, IMERG v07B, and MSWEP v2.8 Precipitation Estimates Against Observed Values over Pakistan
by Haider Abbas, Wenlong Song, Yicheng Wang, Kaizheng Xiang, Long Chen, Tianshi Feng, Shaobo Linghu and Muneer Alam
Remote Sens. 2024, 16(24), 4803; https://doi.org/10.3390/rs16244803 - 23 Dec 2024
Cited by 1 | Viewed by 1030
Abstract
Global precipitation products (GPPs) are vital in weather forecasting, efficient water management, and monitoring floods and droughts. However, the precision of these datasets varies considerably across different climatic regions and topographic conditions. Therefore, the accuracy assessment of the precipitation dataset is crucial at [...] Read more.
Global precipitation products (GPPs) are vital in weather forecasting, efficient water management, and monitoring floods and droughts. However, the precision of these datasets varies considerably across different climatic regions and topographic conditions. Therefore, the accuracy assessment of the precipitation dataset is crucial at the local scale before its application. The current study initially compared the performance of recently modified and upgraded precipitation datasets, including Climate Research Unit Time-Series (CRU TS v4.08), fifth-generation ERA5-Land (ERA-5), Integrated Multi-satellite Retrievals for GPM (IMERG) final run (IMERG v07B), and Multi-Source Weighted-Ensemble Precipitation (MSWEP v2.8), against ground observations on the provincial basis across Pakistan from 2003 to 2020. Later, the study area was categorized into four regions based on the elevation to observe the impact of elevation gradients on GPPs’ skills. The monthly and seasonal precipitation estimations of each product were validated against in situ observations using statistical matrices, including the correlation coefficient (CC), root mean square error (RMSE), percent of bias (PBias), and Kling–Gupta efficiency (KGE). The results reveal that IMERG7 consistently outperformed across all the provinces, with the highest CC and lowest RMSE values. Meanwhile, the KGE (0.69) and PBias (−0.65%) elucidated, comparatively, the best performance of MSWEP2.8 in Sindh province. Additionally, all the datasets demonstrated their best agreement with the reference data toward the southern part (0–500 m elevation) of Pakistan, while their performance notably declined in the northern high-elevation glaciated mountain regions (above 3000 m elevation), with considerable overestimations. The superior performance of IMERG7 in all the elevation-based regions was also revealed in the current study. According to the monthly and seasonal scale evaluation, all the precipitation products except ERA-5 showed good precipitation estimation ability on a monthly scale, followed by the winter season, pre-monsoon season, and monsoon season, while during the post-monsoon season, all the datasets showed weak agreement with the observed data. Overall, IMERG7 exhibited comparatively superior performance, followed by MSWEP2.8 at a monthly scale, winter season, and pre-monsoon season, while MSWEP2.8 outperformed during the monsoon season. CRU TS showed a moderate association with the ground observations, whereas ERA-5 performed poorly across all the time scales. In the current scenario, this study recommends IMERG7 and MSWEP2.8 for hydrological and climate studies in this region. Additionally, this study emphasizes the need for further research and experiments to minimize bias in high-elevation regions at different time scales to make GPPs more reliable for future studies. Full article
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20 pages, 3669 KiB  
Article
Studies of a Mechanically Pumped Two-Phase Loop with a Pressure-Controlled Accumulator Under Pulsed Evaporator Heat Loads
by Nicholas Truster, Jamie S. Ervin, Abdeel Roman and Jeff Monfort
Energies 2024, 17(24), 6347; https://doi.org/10.3390/en17246347 - 17 Dec 2024
Viewed by 785
Abstract
As avionics become more power dense, electronic device cooling has become a significant barrier to aircraft integration. A mechanically pumped two-phase loop (MPTL) is a thermal subsystem that enables near isothermal evaporator operation, which is desirable for electronics cooling. The goal of this [...] Read more.
As avionics become more power dense, electronic device cooling has become a significant barrier to aircraft integration. A mechanically pumped two-phase loop (MPTL) is a thermal subsystem that enables near isothermal evaporator operation, which is desirable for electronics cooling. The goal of this study was to integrate an MPTL with a pressure-controlled accumulator and model a predictive control technique to demonstrate improvements for transient, isothermal evaporator operation for MPTLs under pulsed evaporator heat loads. The model predictive controller enables active control of MPTL compressible volume, which has not been demonstrated for pulsed evaporator heat loads. Experimental data were collected to validate a representative numerical model. A pressure-controlled accumulator was added to an MPTL to experimentally characterize the system thermodynamic response for three pulsed evaporator heat loads. Two statistical methods were used to assess the numerical model agreement with the experimental results. Under pulsed evaporator heat loads, the mean percent error agreed within 3.45% and the mean average percent error agreed within 0.74% for the three pulsed evaporator heat loads. Finally, a traditional proportional–integral (PI) controller and an advanced model predictive controller were developed and integrated into the validated numerical model. Both control methods were evaluated for an expanded set of evaporator heat load profiles to analyze transient behavior. For evaporator heat profiles with high heat transfer rates, the model predictive controller can maintain a target ±2 K refrigerant temperature at the evaporator exit throughout the evaporator heat load duration, whereas the PI-controlled MPTL cannot. Through this work, active control of a pressure-controlled accumulator within an MPTL is shown to improve refrigerant isothermal (±2 K) operation when compared to a traditional control technique. Full article
(This article belongs to the Section J: Thermal Management)
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19 pages, 1012 KiB  
Article
Effects of Regional Comprehensive Economic Partnership Entry into Force on Aquatic Products Trade Among Parties
by Fei Xue, Tinggui Chen and Minghao Xu
Sustainability 2024, 16(23), 10620; https://doi.org/10.3390/su162310620 - 4 Dec 2024
Cited by 1 | Viewed by 1568
Abstract
Asia accounted for 167.1 million tons of global fisheries and aquaculture production, 75 percent of the world’s total. Seafood, especially aquaculture products, is a dominant and growing sector and crucial in the Asia-Pacific region for ensuring global food security, supporting sustainable livelihoods, reducing [...] Read more.
Asia accounted for 167.1 million tons of global fisheries and aquaculture production, 75 percent of the world’s total. Seafood, especially aquaculture products, is a dominant and growing sector and crucial in the Asia-Pacific region for ensuring global food security, supporting sustainable livelihoods, reducing poverty for small-scale fisheries, and promoting environmental sustainability. However, amidst the current backdrop of the World Trade Organization (WTO)‘s inefficiency and dysfunctional mechanism, coupled with a slowdown in global economic growth and the resurgence of trade unilateralism and protectionism, these challenges have created significant barriers to trade, limiting market access and hindering the sustainable growth of the seafood industry. The implementation of the Regional Comprehensive Economic Partnership (RCEP) offers Asia-Pacific economies a promising opportunity to expand trade and stimulate economic growth sustainably. In this study, we aim to provide a comprehensive overview of the potential effects of the RCEP on aquatic products trade among the parties. A key marginal contribution in our study is that we adjusted the existing tariff rates under other FTAs to the same period as tariff rates under RCEP and compared the concession rates between these different FTAs to clearly illustrate the potential tariff effects of RCEP. On the non-tariff side, we analyze specific provisions in the RCEP agreement that could potentially affect aquatic products trade and evaluate their possible impacts. The results showed that, as of 2022, in almost all RCEP parties, the average tariffs under the RCEP agreement are generally higher than those under other existing FTAs, which indicates that the tariff concession efforts under RCEP are limited for most parties. However, due to certain progressiveness compared to other FTAs in terms of its provisions on non-tariff measures, such as rules of origin, sanitary and phytosanitary measures (SPS) regulations, etc., RCEP has the potential to benefit a broader range of countries and products, making market access more convenient and inclusive for the seafood industry. Full article
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