Natural products against resistant bacterial infections: A systematic literature review by Harshit Kaushik, Ruchika Sharma, Anoop Kumar

“…Natural products have tremendous potential against resistant infections due to their multimodal mechanism of action. However, the exact potential is unclear so far. …”
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Liver Metabolic Alterations and Changes in Host Intercompartmental Metabolic Correlation during Progression of Malaria by Arjun Sengupta, Angika Basant, Soumita Ghosh, Shobhona Sharma, Haripalsingh M. Sonawat

“…1H NMR-based metabonomics was used to investigate the multimodal response of mice to malarial parasite infection by P. berghei ANKA. …”
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Breaking boundaries: role of the brain barriers in metastatic process by Nasim Izadi, Peter Solár, Klaudia Hašanová, Alemeh Zamani, Maryam Shahidian Akbar, Klára Mrázová, Martin Bartošík, Tomáš Kazda, Roman Hrstka, Marek Joukal

“…Abstract Brain metastases (BMs) are the most common intracranial tumors in adults and occur 3–10 times more frequently than primary brain tumors. Despite intensive multimodal therapies, including resection, radiotherapy, and chemotherapy, BMs are associated with poor prognosis and remain challenging to treat. …”
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Dual Modality Reverse Reranking (DM-RR) Based Image Retrieval Framework by Ikhlaq Ahmed, Naima Iltaf, Rabia Latif, Nor Shahida Mohd Jamail, Zafran Khan

“…To facilitate interaction between the end-user and agent in such scenarios, a multimodal content-based image retrieval system is essential. …”
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LiveDrive AI: A Pilot Study of a Machine Learning-Powered Diagnostic System for Real-Time, Non-Invasive Detection of Mild Cognitive Impairment by Firas Al-Hindawi, Peter Serhan, Yonas E. Geda, Francis Tsow, Teresa Wu, Erica Forzani

“…Using the LiveDrive AI system, equipped with multimodal sensing (MMS) technology and a driving performance assessment strategy, the proposed work analyzes the predictive capacity of driving patterns in indicating cognitive decline. …”
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Stimuli-responsive supramolecular hydrogels for paclitaxel delivery: Progress and prospects by Mohammad Qutub, Amol Tatode, Jayshree Taksande, Tanvi Premchandani, Milind Umekar, Ujban Md Hussain, Dinesh Biyani, Dadaso Mane

“…Additionally, these hydrogels can incorporate multimodal therapeutic agents, such as immunomodulators and photosensitizers, achieving synergistic anticancer effects. …”
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DTI-MHAPR: optimized drug-target interaction prediction via PCA-enhanced features and heterogeneous graph attention networks by Guang Yang, Yinbo Liu, Sijian Wen, Wenxi Chen, Xiaolei Zhu, Yongmei Wang

“…Comprehensive ablation studies, visualization of results, and in-depth case analyses further validate our framework’s efficacy and interpretability, providing a novel tool for drug discovery that integrates multimodal features.…”
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Optimal Bus-Bridging Service under a Metro Station Disruption by Haodong Yin, Jianjun Wu, Huijun Sun, Yunchao Qu, Xin Yang, Bo Wang

“…Two main contributions are made: (1) a three-layer discrete choice behavior model is developed to analyze the dynamic passenger flow demand under station disruption; and (2) an integrated algorithm is designed to manage and control the station disruption crisis by providing additional bus-bridging services with the objective of minimizing the total travel time of affected passengers and the operating cost of bridging-buses. Besides, the multimodal transport modes, including metro, bridging-bus, shared-bike, and taxi, are considered as passengers’ alternative choices in face of the station disruption. …”
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Increased BOLD Variability in the Parietal Cortex and Enhanced Parieto-Occipital Connectivity during Tactile Perception in Congenitally Blind Individuals by Andrea Leo, Giulio Bernardi, Giacomo Handjaras, Daniela Bonino, Emiliano Ricciardi, Pietro Pietrini

“…As a consequence of blindness, parietal areas would thus become able to integrate a greater amount of multimodal information than in sighted individuals. …”
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Anatomical-based diagnosis and filler injection techniques: marionette line (static labiomandibular fold) by Gi-Woong Hong, Sky Wong, Song-Eun Yoon, Jovian Wan, Kyu-Ho Yi

“…Neurotoxin injections into the depressor anguli oris muscle can enhance results by reducing downward force on the oral commissure.Conclusions Marionette lines are complex, multifactorial wrinkles that benefit from a multimodal treatment approach, combining dermal fillers and neurotoxins. …”
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Metasurface-enabled multifunctional single-frequency sensors without external power by Masaya Tashiro, Kosuke Ide, Kosei Asano, Satoshi Ishii, Yuta Sugiura, Akira Uchiyama, Hiroki Wakatsuchi

“…Abstract IoT sensors are crucial for visualizing multidimensional and multimodal information and enabling future IT applications/services such as cyber-physical spaces, digital twins, autonomous driving, smart cities and virtual/augmented reality (VR or AR). …”
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Erector spinae plane block in Caesarean sections: A scoping review by Kieran Brosnan, Mary Moore, Aisling Ní Eochagáin

“…Background: Pain management for Caesarean section focuses on multimodal analgesia with a growing interest in the use of regional techniques. …”
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ATTRIBUTES FOR THE FUNDAMENTAL REQUIREMENTS OF A GOOD PRACTICE OF ONLINE COURSE: A REFLECTIVE STUDY ON THE 1ST INDONESIAN MASSIVE OPEN ONLINE COURSE (IMOOC) by Hanung Triyoko, Muhamad Hasbi

“…In a more serious note, this study has formulated 3 attributes for the basic requirements of successful open online course namely providing multimodal contents in accordance with participant critical thinking level, accommodating different learning styles with stimulating facilitation, and utilizing current and user-friendly digital tools applicable and integrative in Indonesian teaching context.…”
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Phenotype and genetic spectrum of six Indian patients with bestrophinopathy by Areeba Shakeel, Darshan M Bhatt, Lingam Gopal, Rajiv Raman, Chetan Rao, S. Sripriya, Muna Bhende

“…The case records were reviewed retrospectively, findings of multimodal imaging such as color fundus photograph, optical coherence tomography (OCT), fundus autofluorescence, electrophysiological, and genetic tests were noted. …”
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Advanced Monte Carlo for Acquisition Sampling in Bayesian Optimization by Javier Garcia-Barcos, Ruben Martinez-Cantin

“…However, it also requires sampling from a continuous acquisition function, which can be challenging even for advanced Monte Carlo methods due to its highly multimodal nature, constrained search space, and possibly numerically unstable values. …”
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Diagnostic and Treatment Options to the Patients Presenting with Neurological Symptoms Caused by Celiac Disease by Domantas Jakubauskas, Rūta Mameniškienė

“…The identification of multimodal biomarkers and suitable neuroimaging tools could aid in the diagnosis, monitoring, and enhancement of the quality of life for individuals with neuroceliac disease. …”
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THE EFFECTS OF ENVIRONMENTAL PECULIARITIES ON TRANSPORTATION INFRASTRUCTURE PERFORMANCE IN LAGOS METROPOLIS, NIGERIA: RESIDENTS' EXPERIENCES by Ayobami Ademola AKANMU, Umar Obafemi SALISU

“…Major findings revealed that the environmental peculiarities in Lagos foster the use of multimodal infrastructure options and concurrently exert adverse effects on various facets of transportation infrastructure performance, including travel cost, commuting time, fare charges, wear and tear of infrastructure, and the overall cost of maintenance and repairs. …”
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PTF-SimCM: A Simple Contrastive Model with Polysemous Text Fusion for Visual Similarity Metric by Xinpan Yuan, Xinxin Mao, Wei Xia, Zhiqi Zhang, Shaojun Xie, Chengyuan Zhang

“…It adopts a self-supervised contrastive structure like SimSiam and incorporates a multimodal fusion module to utilize textual modality correlated to the image. …”
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The Dynamics of the Relationship between Attention Deficit Hyperactivity Disorder and Alcohol Use Disorder by Sevda Acar, Yeliz Aktaş

“…In this context, a multimodal strategy that inte- grates addiction treatment with mental health support is essential. …”
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Cross-modality fusion with EEG and text for enhanced emotion detection in English writing by Jing Wang, Ci Zhang

“…These methods often fall short in recognizing the complex, multimodal nature of human emotions, as they ignore physiological cues that could provide richer emotional insights.MethodsTo address these limitations, this paper proposes Emotion Fusion-Transformer, a cross-modality fusion model that integrates EEG signals and textual data to enhance emotion detection in English writing. …”
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