“…In this work, we propose two frameworks for the detection task of these two incidents, which not only leverage the modern deep learning architectures but also integrate with expert knowledge of the problems. …”
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“…Microscopically, PPK preserved the normal architectures of the gastric tissues from being damaged by hydrochloride ethanol and indomethacin. …”
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“…We made a schematic representation of the architectural areas through the emergency department of Ankara City Hospital, which has a bed capacity of 4200 with 256 beds in emergency department.…”
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“…The overall BCP phase behavior was mapped through SAXS characterizations comparing di- vs triblock polymeric architectures, a middle PI sub-block with two different molecular masses, and TFSI(–) or I(–) counteranion effects. …”
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“…Histologically, the tumor displayed various architectural patterns, including compactly aggregated small tubules, solid cellular sheets, endometrioid-like glands and ducts, intraluminal micropapillae, cribriform structure, and small angulated glands accompanied by prominent desmoplastic stroma. …”
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“…The best and worst architectures were “deep learning with sketches as outcomes” and “machine learning with Electroencephalography,” respectively. …”
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“…Conclusions: It is estimated that a model using three different ANN architectures, based on Taguchi’s orthogonal vector plans, gives more precise and accurate results with much less error. …”
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“…Comparative genomics also recognizes the role of constraints, in terms of shaping evolution of gene and genome architectures, sequence evolutionary rates, and gene gains or losses, as well as on molecular phenotypes. …”
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“…Patient: Female, 66-year-old Final Diagnosis: Lipoleiomyoma Symptoms: Abdominal pain • pollakiuria and abnormal vaginal bleeding Medication: — Clinical Procedure: — Specialty: Obstetrics and Gynecology OBJECTIVE: Rare disease BACKGROUND: Uterine lipoleiomyoma is a rare benign tumor composed of varying proportions of smooth muscle fibers and mature adipocytes, without identification of hemorrhage, necrosis, or cyto-architectural atypia. It is part of the leiomyomas category, with an incidence of 0.03–0.2%. …”
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“…On this basis, the index construction strategy based on weight distribution is employed to realize the data fusion diagnosis framework and enhance the intelligence of architectural design. The simulation results show that the maximum tensile stress of the physical suspension experiment is 3.71 MPa and the maximum compressive stress is 14.7 MPa. …”
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“…However, DNN models are becoming increasingly complex in model architectures with high resource computing in hardware requirements. …”
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“…Eighty-nine (92.7%) and 27 (28.1%) out of 96 m-PTC cases were positive for EWSR1 rearrangement and EWSR1-FLI1 fusion, respectively. m-PTC with classical architectural pattern presented more frequently with EWSR1 rearrangement relative to m-PTC with other patterns (p = 0.005). …”
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“…Electrostatic droplet extrusion, micromolding, microfluidics, and 3D printing have been the most commonly used technologies for cell encapsulation due to their versatility in producing different hydrogel-based systems (e.g., microgels, fibers, vascularized architectures and perfusable single vessels) with great potential to treat ischemic diseases. …”
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“…The performances of two pre-trained convolutional neural network (CNN) models adopting DenseNet-161 and EfficientNet-B7 architectures were evaluated and compared with those of pathologists. …”
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“…The expression of alpha-smooth muscle actin (αSMA) and fibronectin (FN), and phosphorylation of the myosin light chain (MLC-P) and Cofilin (Cofilin-P) were evaluated using immunofluorescence and Western blot. The architectural modifications were studied in a Matrigel(TM) 3D culture. …”
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“…These investigations pave the way for studies on more complex (ternary or higher) mixed waste streams that will require novel compatibilizer architectures. Given the progress outlined here, we believe that multiblock copolymers offer a practical and promising solution to help close the loop on plastic waste. …”
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“…Various DCNNs had their architectures truncated, which retained only their initial core block, reducing their parameter sizes to <1 M. …”
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“…This study demonstrates that reduced genome representation single-nucleotide polymorphisms and the right bioinformatic tools provide a cost-efficient approach to identify growth-related loci and to describe genomic architectures of complex quantitative traits. Our results help to inform captive aquaculture breeding programs and are of relevance to monitor growth-related evolutionary shifts in wild populations in response to anthropogenic pressures.…”
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“…WCR could effectively induce NREM sleep without altering the architectural physiologic profile of sleep. This is the first report of the sedative–hypnotic effect of Coptidis Rhizoma possibly by regulating GABA(A) and 5-HT(2C) receptors and by activating AANAT activity.…”
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“…Convolutional Neural Network (CNN) architectures are successful in image classification due to their high layer count, which enables them to conceive the features effectively on their own. …”
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