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Lake systems are among the largest integrated depositional complexes in the continental realm. Their interplay with tectonics and climate often complicates the interpretation of depositional processes, usually resulting in a complex facies architecture that is challenging to correlate regionally. The Lower to Middle Permian Roseneath–Epsilon–Murteree strata of the Cooper Basin in Australia represent a glacially influenced fluvial–deltaic lake system, which hosts substantial petroleum resources. Despite their potential, the Roseneath–Epsilon–Murteree strata are inadequately understood in terms of regional facies architecture and their palaeogeographical implications. Using a multidisciplinary approach with robust data, including cores, petrology, wireline logs and geochemistry, the sedimentary evolution of the Roseneath–Epsilon–Murteree strata is described within a new basin‐wide sequence stratigraphic framework defined by key surfaces identified from cores and wireline logs. Detailed facies analysis of over 1400 m of cores and wireline logs from nine wells identified twelve lithofacies and eight facies associations, revealing various depositional processes and environments. The Roseneath–Epsilon–Murteree strata are interpreted as having formed in a fluvial–deltaic–lacustrine system influenced by a cold climate. First‐order and second‐order maximum flooding surfaces define a regional sequence stratigraphic framework, subdividing the Roseneath–Epsilon–Murteree strata into four sequence units (SU1, SU2, SU3 and SU4), deposited during four phases (I, II, III and IV). Cyclic stacking patterns observed in both cores and wireline logs reveal two transgressive–regressive cycles. Palaeogeographical maps of the four depositional phases suggest that the Roseneath–Epsilon–Murteree strata were dominated by a lacustrine system with some delta and mire deposits. Rivers primarily drained towards the south/south‐west from the Gidgealpa, Merrimelia, Packsaddle and Innamincka ridges ('GMI Trend') as indicated by decreasing sandstone percentages and increasing gross unit isopach maps. The deposition of the Roseneath–Epsilon–Murteree strata was primarily controlled by basin subsidence. Additionally, palaeoclimate trends and extensive glaciation in the Permian played important roles in providing sediments and affecting lake level changes. The lake system recorded by the Roseneath–Epsilon–Murteree strata serves as an analogue for other fluvial–deltaic–lacustrine systems in basins worldwide. A multidisciplinary approach, similar to the one utilized in this study, can help to elucidate their evolution and aid in resource prediction. [ABSTRACT FROM AUTHOR]

The fusion of magnetic resonance imaging and positron emission tomography can combine biological anatomical information and physiological metabolic information, which is of great significance for the clinical diagnosis and localization of lesions. In this paper, we propose a novel adaptive linear fusion method for multi-dimensional features of brain magnetic resonance and positron emission tomography images based on a convolutional neural network, termed as MdAFuse. First, in the feature extraction stage, three-dimensional feature extraction modules are constructed to extract coarse, fine, and multi-scale information features from the source image. Second, at the fusion stage, the affine mapping function of multi-dimensional features is established to maintain a constant geometric relationship between the features, which can effectively utilize structural information from a feature map to achieve a better reconstruction effect. Furthermore, our MdAFuse comprises a key feature visualization enhancement algorithm designed to observe the dynamic growth of brain lesions, which can facilitate the early diagnosis and treatment of brain tumors. Extensive experimental results demonstrate that our method is superior to existing fusion methods in terms of visual perception and nine kinds of objective image fusion metrics. Specifically, in the results of MR-PET fusion, the SSIM (Structural Similarity) and VIF (Visual Information Fidelity) metrics show improvements of 5.61% and 13.76%, respectively, compared to the current state-of-the-art algorithm. Our project is publicly available at: https://github.com/22385wjy/MdAFuse.

Objective: To investigate the therapeutic effect of phenylephrine combined with goal-directed fluid therapy (GDFT) in elderly patients undergoing total hip arthroplasty., Methods: From June 2018 to May 2019, a total of 80 patients, age > 70 years, scheduled for total hip arthroplasty at Guangzhou Red Cross Hospital in China were consecutively included in this prospective randomized controlled trial. The patients were divided into 2 groups of 40 patients each by the random number table method. Patients in the control group were given GDFT alone, and patients in the experimental group were given phenylephrine combined with GDFT. The duration of surgery, blood loss, intraoperative urine output, and fluid input were analyzed. Heart rate (HR), mean arterial pressure (MAP), cardiac index (CI) and stroke volume variation (SVV) were compared in the 2 groups at different times: before surgery (T0), after induction (T1), before bone cement placement (T2), after bone cement placement (T3) and after surgery (T4). Lactate, oxygenation index and cerebral oxygen uptake rate were compared perioperatively. Meanwhile, the incidence of abdominal distension, nausea and vomiting, pulmonary infection and cognitive dysfunction within 7 days after surgery were compared., Results: The intraoperative fluid input in the experimental group was significantly lower than in the control group (P < .05). In T1 and T3, heart rate (HR) and stroke volume variability (SVV) in the control group were significantly higher than in the experimental group (P < .05), but mean arterial pressure (MAP) and cardiac index (CI) were significantly lower than in the experimental group (P < .05). The intraoperative lactic acid in the control group was significantly higher than in the experimental group (P < .05). In addition, we found that the intraoperative oxygenation index and the postsurgical oxygenation index in the control group decreased by 86.86% and 87.49%, respectively, compared with the preoperative values (P < .05). In addition, at T1 and T3, HR and SVV in the control group were significantly higher than T0 (P < .05), while MAP and CI were significantly lower than T0 (P < .05). In the experimental group, there was no significant difference in HR, SVV, MAP or CI at any time points compared with those of T0 (P < .05). The oxygenation index in the control group was lower than before surgery (P < .05). There was no significant difference in urine volume or brain oxygen uptake between the 2 groups (P < .05)., Conclusion: Phenylephrine combined with GDFT can be used in elderly patients undergoing hip arthroplasty to reduce fluid input and improve intraoperative hemodynamic stability, to reduce the occurrence of postoperative related complications.