Diagnosis of depression based on facial multimodal data by Nani Jin, Renjia Ye, Peng Li

“…Traditional scale-based depression diagnosis methods often have problems of strong subjectivity and high misdiagnosis rate, so it is particularly important to develop automatic diagnostic tools based on objective indicators.MethodsThis study proposes a deep learning method that fuses multimodal data to automatically diagnose depression using facial video and audio data. …”
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Assessment of Treatment in Inflammatory Bowel Disease Patients Using Steroid Assessment Tool (SAT) in a Tertiary Center from Romania by Loredana GORAN, Lucian NEGREANU

“…In the same time, we have a higher rate of anti-TNF agents use compared to other studies, but a lower rate of thiopurine use. …”
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Analysis of fibrous material deformation in the roll contact zone by Khurramov Shavkat, Abrorov Akbar, Abdullaev Akhror, Norov Nusiratjon, Baymatov Shakhriddin

“…The analytical description of the shape of contact curves and the thickness of processed material in the technological zone of a two-roll module in a dynamic mode is given, considering the deformation pattern of the processed material. It is determined that one of the factors that most influence the shape of the contact curve is the ratio of the compression rate of the coating deformation to the corresponding material feed rate. …”
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MF-ShipNet: a multi-feature weighted fusion and PCA-SVM model for ship detection in remote sensing images by Jianfeng Li, Yibing Yang, Liutong Yang, Yang Zhao, Qinghua Luo, Chenxu Wang

“…Due to the complex sea background and the different sizes and shapes of ships, the detection of ship targets has the problems of low detection rate, high false detection rate and high missed detection rate. …”
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Evaluating Electricity Demand Elasticity From a Social Perspective: Implications for Sustainable Development and Urban Resilience by Yaser A. Nanehkaran, Shixi Tang, Amir Bairami Akhi Jahani, Amir Niromandfam, Tolga Pusatli

“…Given Iran’s recent socioeconomic challenges marked by a high inflation rate and inadequate investment in power plants, data from the Iranian power system is employed to validate the efficacy of the proposed model in the numerical analysis. …”
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Slugs hide in the dark: Artificial light at night alters fitness and activity of dominant herbivores with consequences for ecosystem functioning by Vincent Grognuz, Flavienne Landolt, Julia Curty, Eva Knop

“…In one of the two illuminated slug species, we found that ALAN reduced its activity at night, juvenile growth, and survival rate. At the community level, feeding activity of slugs was reduced in artificially illuminated sites, and this was related to reduced herbivory. …”
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“Does speech in patients with different Parkinson’s disease subtypes decline over time?” by Vanessa Brzoskowski dos Santos, Fernanda Venzke Zardin, Rui Rothe-Neves, Maira Rozenfeld Olchik

“…The analyzed acoustic variables included syllable number, duration, phonation time, articulation rate, average syllable duration (ASD), and pause ratio. …”
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Indirect and suboptimal control of gene expression is widespread in bacteria by Morgan N Price, Adam M Deutschbauer, Jeffrey M Skerker, Kelly M Wetmore, Troy Ruths, Jordan S Mar, Jennifer V Kuehl, Wenjun Shao, Adam P Arkin

“…Two common types of indirect control are constitutive expression and regulation by growth rate; these occur for genes with diverse functions and often seem to be suboptimal. …”
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The role of vascularity and the fibrovascular interface in interstitial lung diseases by Jana Dietrich, Alice Kang, Birger Tielemans, Stijn E. Verleden, Hassan Khalil, Florian Länger, Philipp Bruners, Steven J. Mentzer, Tobias Welte, Michael Dreher, Danny D. Jonigk, Maximilian Ackermann

“…Currently, therapeutic approaches based on specific structural targeting of pulmonary fibrosis are limited to nintedanib and pirfenidone, which can only slow down disease progression leading to a lower mortality rate. Lung transplantation is currently the only available curative treatment, but it is associated with high perioperative mortality. …”
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Identification and expression analysis of cinnamyl CoA reductase gene family and function of StCCR6 in potato (Solanum tuberosum L.) by Chong Du, Yunzhu Che, Zengli Zhang, Fumeng He, Xinqi Zhang, Yujie Han, Zelin Yang, Jiaqi Wang, Tianshuai Qi, Ying Lan, Yingnan Wang, Fenglan Li

“…Cinnamoyl-CoA reductase (CCR), a key rate-limiting enzyme in plant lignin biosynthesis, critically regulates plant growth, development, and abiotic stress responses. …”
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A two-stage model for enhanced mango leaf disease detection using an innovative handcrafted spatial feature extraction method and knowledge distillation process by Mohammad Manzurul Islam, Mst. Nasrat Jahan Niva, Abdullahi Chowdhury, Saleh Masum, Rifat Ara Shams, Taskeed Jabid, Md. Sawkat Ali, Md. Mostofa Kamal Rasel, Muhammad Firoz Mridha

“…In the first stage, we implement an innovative, block-based feature extraction technique using Local Directional Patterns (LDP) and Local Directional Pattern variance (LDPv) on a comprehensive dataset, MangoLeafBD, consisting of 4000 images, achieving satisfactory results in terms of detection accuracy, sensitivity, specificity, and false negative rate. …”
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Experimental study on the leakage identification for the buried gas pipeline via vibration signals by Xiugang Chen, Cuiwei Liu, Kang Xiao, Wenjie Liu, Tao Gu, Yuxing Li

“…The results show that the leakage recognition rate is nearly 100% by selecting a peak signal-to-noise ratio (P-SNR) threshold of 7.26. …”
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Long Distance Measurement System by Optical Sampling Using a Femtosecond Laser by Tianyu Zhang, Xinghua Qu, Fumin Zhang, Bo Peng

“…By sweeping the repetition rate periodically, stable cross-correlation patterns are acquired, and the unknown distance can be calculated from the interference information. …”
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An adaptive method based on contextual anomaly detection in Internet of Things through wireless sensor networks by Xiang Yu, Hui Lu, Xianfei Yang, Ying Chen, Haifeng Song, Jianhua Li, Wei Shi

“…With the widespread propagation of Internet of Things through wireless sensor networks, massive amounts of sensor data are being generated at an unprecedented rate, resulting in very large quantities of explicit or implicit information. …”
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Algorithmically Enhanced Wearable Multimodal Emotion Sensor by Anand Babu, Getnet Kassahun, Isabelle Dufour, Dipankar Mandal, Damien Thuau

“…Herein, a fully printed, organic wearable sensor capable of multimodal emotion sensing by noninvasively monitoring physiological indicators such as heart rate, breathing patterns, and voice signatures is presented. …”
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Positional information trade-offs in boundary-driven reaction–diffusion systems by Jonas Berx, Prashant Singh, Karel Proesmans

“…We show that in boundary-driven simple exclusion systems with position-dependent Langmuir kinetics, non-trivial Pareto-optimal trade-offs exist between the PI, rescaled entropy production rate and global reaction current. Phase transitions in the optimal protocols that tune the densities of the system boundaries emerge as a result, showing that distinct protocols are able to exchange global optimality similar to phase coexistence in liquid–gas phase transitions, and that increasing the PI can lead to diminishing returns when considering increased dissipation.…”
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Induction of reproduction of fish Anasa Nomorhampus sp. endemic Palu, Central Sulawesi orally through hormon bioencapsulation use Chironomus sp. by Dinda Wahyu Rezki, Agus Oman Sudrajat, Dinar Tri Soelistyowati, Odang Carman

“…This research focuses on assessing specific weight growth rate (LPBS), specific length growth rate (LPPS), survival rate (TKH), gonadosomatic index (IGS), gonadal histology, birth frequency, number of births, and growth performance. …”
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Optimization algorithm of CT image edge segmentation using improved convolution neural network. by Xiaojuan Wang, Yuntao Wei

“…To address the problem of high failure rate and low accuracy in computed tomography (CT) image edge segmentation, we proposed a CT sequence image edge segmentation optimization algorithm using improved convolution neural network. …”
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Klasifikasi Pola Pergerakan Bola Mata Menggunakan Metode Multilayer Backpropagation by Karina Amadea, Fitra A. Bachtiar, Gusti Pangestu

“…Sedangkan untuk parameter-parameter yang digunakan yaitu learning rate sebesar 0,7 dan iterasi sebanyak 100 iterasi. …”
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Effects on HbA1c of referral of type 2 diabetes patients to secondary care by Kjersti Nøkleby, Anne K. Jenum, Esben Selmer Buhl, Tor Claudi, John G. Cooper, Signe Flottorp, Karianne F. Løvaas, Sverre Sandberg, Tore Julsrud Berg

“…Some differences were found between clinics in rejection rate, processes of care, and duration of follow-up.Conclusions Norwegian GPs handle most T2D patients themselves. …”
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