A Narrative Review on the Pathophysiology and Management for Radiation Cystitis by C. Browne, N. F. Davis, E. Mac Craith, G. M. Lennon, D. W. Mulvin, D. M. Quinlan, Gerard P. Mc Vey, D. J. Galvin

“…Ultimately, most patients require multimodal treatment for curative purposes. Large randomised trials exploring emergent management strategies are required in order to strengthen evidence-based treatment strategies. …”
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An SMS fiber structure for seismocardiography (SCG) monitoring by F.R. Agustiyanto, A.M. Hatta, D. Arifianto, M. Radityo, P.S. Maulana, B.S. Pikir

“…A singlemode-multimode-singlemode (SMS) fiber structure for seismocardiography (SCG) monitoring that utilizes a simple intensity-based interrogation system is proposed in this letter. …”
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Transitions écologique et numérique : quelle régulation du sens par la Commission européenne ? by Marie-Hélène Hermand

“…As intimately linked in substance as they are separate in form, the ecological and digital transitions are the subject of two distinct sections on the EC web portal: they constitute the corpus of the study, multimodal and rich from an editorial point of view. …”
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Multiplexed Quantum Communication with Surface and Hypergraph Product Codes by Shin Nishio, Nicholas Connolly, Nicolò Lo Piparo, William John Munro, Thomas Rowan Scruby, Kae Nemoto

“…This multiplexing technique can also be adapted to quantum communication and multimode quantum memory with high-dimensional qudit systems.…”
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An Audit of Pain Management Following Pediatric Day Surgery at British Columbia Children’s Hospital by Serena Shum, Joanne Lim, Trish Page, Elizabeth Lamb, Jennifer Gow, J Mark Ansermino, Gillian Lauder

“…Although good pain control was commonly achieved after surgery, improvements may be possible by increasing the use of multimodal analgesia, providing standardized written discharge instructions and using surgery-specific pediatric analgesia guidelines.…”
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Purtscher-Like Retinopathy in a Patient with COVID-19 by Alexander R. Bottini, Sean Steinmetz, Kevin J. Blinder, Gaurav K. Shah

“…On ocular exam, the patient demonstrated bilateral cotton wool spots localized to the posterior pole of each eye. Multimodal imaging demonstrated findings consistent with retinal nerve fiber layer infarcts in the areas of the cotton wool spots. …”
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Key technologies and development trends of intelligent customer service for operators by Xiaoliang MA, Ying LIU, Dequan DU, Lingling AN

“…The technology development trend of intelligent customer service for operators was discussed, and automatic speech recognition (ASR) transcription error correction technology, semantic extraction technology, encrypted database, and agent access control technology were introduced.Two different research directions of error detection and automatic error correction for speech recognition were analyzed, two directions of supervised learning and unsupervised learning were discussed, and big data encryption and agent access control technologies were introduced.At the same time, the technical directions of multimodal interaction technology, intelligent recommendation technology and disabled-oriented services were prospected.In conclusion, the development and innovation of intelligent customer service technology will bring a more efficient and convenient service experience to the communication industry and strongly promote the progress of the industry service level.…”
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Physics-Informed Neural Network-Based Input Shaping for Vibration Suppression of Flexible Single-Link Robots by Tingfeng Li, Tengfei Xiao

“…With the use of powerful computational resources to handle multimode information about the vibration, the PINN-based approach outperforms traditional input-shaping methods in terms of computational efficiency and performance. …”
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Surgical Treatment of Liver Metastases in Neuroendocrine Neoplasms by Palepu Jagannath, Deepak Chhabra, Shailesh Shrikhande, Rajiv Shah

“…Though a wide range of therapies are now available with a multimodal approach to the treatment, surgical treatment offers the only chance for a significant survival prolongation and/or improvement of symptoms and quality of life. …”
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Analysis of the Travel Intent for Park and Ride Based on Perception by Huanmei Qin, Hongzhi Guan, Guang Zhang

“…As a multimodal travel behavior, park and ride includes several trip modes such as car, walking, bus, or railway. …”
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Anesthetic Challenges in Hirayama Disease Patients Undergoing Cervical Spine Surgery—A Case Series by Sreyashi Naskar, Soumya Chakrabarti, Dipanjan Dawn, Amita A. Pahari

“…Anesthesia management is challenging—careful neck positioning during bag-mask ventilation and endotracheal intubation, avoidance of drugs that release histamine, multimodal monitoring to avoid delayed recovery, anticipation of hypotension, and blood loss due to autonomic dysfunction—all this is necessary for successful outcome of general anesthesia in HD patients. …”
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Artificial neural networks analysis predicts long-term fistula function in hemodialysis patients following percutaneous transluminal angioplasty by Aichi Chien, Ayush Lall, Maitraya Patel, Lucas Cusumano, Justin McWilliams

“…These results indicate that evaluating multimodal clinical data using artificial neural networks can predict the outcome of PTA. …”
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Physical activity and the outcome of cognitive trajectory: a machine learning approach by Bettina Barisch-Fritz, Jay Shah, Jelena Krafft, Yonas E. Geda, Teresa Wu, Alexander Woll, Janina Krell-Roesch

“…The aim of this study was to use an ML approach to identify variables associated with a multimodal PA intervention that may impact cognitive changes in PwD, i.e., by distinguishing between cognitive decliners and non-decliners. …”
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Introduction to deep learning methods for multi‐species predictions by Yuqing Hu, Sara Si‐Moussi, Wilfried Thuiller

“…All models achieved approximately 70% true skill statistics on hold‐out data, demonstrating high predictive capacity for community data, the multimodal model being the best performing one. Additionally, we showcased how interpretability tools can illuminate community structure as seen by deep learning models. …”
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Deficiency of orexin receptor type 1 in dopaminergic neurons increases novelty-induced locomotion and exploration by Xing Xiao, Gagik Yeghiazaryan, Fynn Eggersmann, Anna Lena Cremer, Heiko Backes, Peter Kloppenburg, Anne Christine Hausen

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High-Resolution Geochemical Data Mapping With Swin Transformer-Convolution-Based Multisource Geoscience Data Fusion by Ye Yuan, Shuguang Zhou, Jianhua Bian, Jinlin Wang, Wei Han, Jining Yan

“…This article proposes a novel multimodal spatial–spectral fusion model with swin transformer and convolutional networks for regression (MSSF-SCR). …”
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The Relationship Between Preferred Learning Styles and Academic Achievement of Undergraduate Health Sciences Students Compared to Other Disciplines at a Middle Eastern University U... by Gangadharan S, Al Mezeini K, Gnanamuthu SS, Al Marshoudi KA

“…There was a statistically significant difference in CGPA between unimodal and multimodal learners (Z = − 2.150, p=0.032), with unimodal learners ranking lower.Conclusion: The findings suggest that multimodal learners outperformed unimodal learners, even though unimodal learners constituted a larger group. …”
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Preoperative Education is Associated with Adherence to Downstream Components and Outcomes in a Colorectal Surgery Enhanced Recovery Program by Bayley A. Jones, MD, Joshua Richman, MD, PhD, Michael Rubyan, PhD, MPH, Lauren Wood, MSPH, Alfonsus Adrian H. Harsono, MD, MSPH, Wendelyn Oslock, MD, MBA, Nathan English, MBChB, Burkely P. Smith, MD, Robert Hollis, MD, MSPH, Larry R. Hearld, PhD, Isabel Scarinci, PhD, MPH, Daniel I. Chu, MD, MSPH

“…On adjusted analysis, patients who received preoperative education (n = 877, 88%) had higher adherence rates for the following ERP components: no prolonged fasting (estimate = +19.6%; P < 0.001), preoperative blocks (+8.0%; P = 0.02), preoperative multimodal analgesia (+18.0%; P < 0.001), early regular diet (+15.9%; P < 0.001), and postoperative multimodal analgesia (+6.4%; P < 0.001). …”
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A cinematographic analysis of English-dubbed Korean films by Miseon Yoon

“…The data comprises 12 original and English-dubbed Korean film DVDs released in North America in the 21st century. Using a multimodal corpus ELAN, the film texts are segmented into individual shots, with the dubbed dialogue analyzed based on shot sizes and sound types. …”
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Scoping Review of PTSD Treatments for Natural Disaster Survivors by Arjun Nanduri, Marlon Vasquez, Savithri Chandana Veluri, Noshene Ranjbar

“…The included interventions were, pharmaceuticals, nutraceuticals, herbal supplements, CBT, yoga, narrative exposure therapy, acupuncture stimulation, web-based interventions, and a multimodal art and meditation program. CBT is considered the standard of care for general PTSD treatment and was also found to be effective for the treatment of natural disaster-related PTSD symptoms. …”
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