LMF-Net: A Learnable Multimodal Fusion Network for Semantic Segmentation of Remote Sensing Data by Jihao Li, Wenkai Zhang, Weihang Zhang, Ruixue Zhou, Chongyang Li, Boyuan Tong, Xian Sun, Kun Fu

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Retracted: Development of Microbiology Plantation-Based Multimodal Segmentation for Smart Garden Using Machine Learning by Advances in Materials Science and Engineering

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Nested chirality and multimode transfer around exceptional points driven by external forces in electric circuits by Naiqiao Pan, Tian Chen, Xiangdong Zhang

“…It is shown theoretically that nested chiral behavior and multimode transfer appear in a two-dimensional non-Hermitian higher-order topological insulator with twofold degenerate second-order EPs by tuning the external forces. …”
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The Effects of Multimodal Exercise Program on Functional Capacity and Quality of Life in Elderly Patients with Parkinson\'s Disease by Abbas Abdel Amir Nasser, khosro Jalali Dehkordi, Mahmoud Nasser Radhi, Farzaneh Taghian, Ahmad Chitsaz

Subjects: “…multimodal exercise program…”
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Design of an Integrated Model for Video Summarization Using Multimodal Fusion and YOLO for Crime Scene Analysis by Sai Babu Veesam, Aravapalli Rama Satish

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An In-Depth Study of Personalized Anesthesia Management Models in Gastrointestinal Endoscopy Based on Multimodal Deep Learning by Hanqi Shi, Hongyu Wang, Xibing Ding, Zheng Dang

“…In response to the annual occurrence of over 10 million gastrointestinal endoscopic examinations in China, this study proposes a personalized anesthesia management model based on multimodal deep learning. This model was designed to enhance anesthesia management efficiency and disease detection rates. …”
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Structural and functional changes of Post-Stroke Depression: A multimodal magnetic resonance imaging study by Qiuhong Lu, Shunzu Lu, Xue Wang, Yanlan Huang, Jie Liu, Zhijian Liang

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Development of a Multimodal Analgesia Protocol for Perioperative Acute Pain Management for Lower Limb Amputation by Roberta De Jong, Alexander J. Shysh

“…Multimodal analgesia may include pharmacological components such as regional anesthesia, opioid and nonopioid systemic analgesics, nonsteroidal anti-inflammatories, and a variety of adjuvant agents. …”
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Multimodal treatment with Neoadjuvant chemotherapy for eyelid and periocular sebaceous gland carcinoma: Long-term outcomes by Vijitha S. Vempuluru, Anshika Luthra, Vijay Anand Reddy Palkonda, Swathi Kaliki

“…Purpose: To report the long-term outcomes of multimodal treatment with intravenous cisplatin and 5-fluorouracil-based neoadjuvant chemotherapy (NACT) for advanced eyelid and periocular sebaceous gland carcinoma (eSGC). …”
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The utilization of the multimodal immunotherapy for the opsoclonus–myoclonus syndrome can reduce relapses and permanent neurological sequelae by Fang He, Miriam Kessi, Ciliu Zhang, Jing Peng, Fei Yin, Lifen Yang

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Visually Impaired People Learning Virtual Textures Through Multimodal Feedback Combining Vibrotactile and Voice by Dapeng Chen, Yi Ding, Hao Wu, Qi Jia, Hong Zeng, Lina Wei, Chengcheng Hua, Jia Liu, Aiguo Song

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Multimodal low-opioid anesthesia as a factor in reducing the activation of the proinflammatory response in cardiac surgery by S.R. Maruniak, O.A. Loskutov, O.M. Druzhyna, I.R. Malysh, V.G. Kolesnikov, N.O. Korotchuk

“…According to the anesthetic management, all patients were divided into two groups: the first group (n = 60) – low opioid multimodal anesthetic scheme; the second group (n = 60) – a standard scheme of anesthetic management. …”
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Exploring the Multimodal Approach in Pre-Service Chemistry Teacher Education: Perspective from Students and Lecturers by Marfuatun Marfuatun, Nahadi Nahadi, Galuh Yuliani, Hernani Hernani

“… This study aims to investigate the implementation of a multimodal approach in the learning process and the summative tests of pre-service chemistry teacher education. …”
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Six-wave interaction in multimode waveguides with Kerr nonlinearity with allowance for the Gaussian structure of pump waves by V.V. Ivakhnik, D.R. Kapizov, V.I. Nikonov

“…The quality of wavefront conjugation in the case of six-wave interaction in two-dimensional multimode waveguides with Kerr nonlinearity is analyzed under the condition that one of the pump waves excites a zero waveguide mode and the amplitude distribution of the other pump wave at the waveguide end facet varies according to the Gauss law. …”
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Consensus for Operating Room Multimodal Data Management: Identifying Research Priorities for Data-Driven Surgery by Alain Garcia Vazquez, MD, Juan Verde, MD, Ariosto Hernandez Lara, MD, Didier Mutter, MD, Lee Swanstrom, MD, 5G-OR Research Committee, 5G-OR Consensus Panel, Ariosto Hernandez Lara, Barbara Seeliger, Daniel Hashimoto, Deepak Alapatt, Joel Lavanchy, Juan Verde, Lise Lecointre, Pietro Mascagni, Pr.Danail Stoyanov, Didier Mutter, MD, Dirk Willhelm, MD, Pr.Gerald Fried, MD, Gretchen Jackson, MD, PhD, Jean-Paul Mazellier, PhD, Lee Swanstrom, MD, Pr.Lena Maier-Hein, Pr.Nicolas Padoy, PhD, Pr.Sascha Treskatsch, MD, Pr.Silvana Perretta, MD, PhD, Pr.Stefanie Speidel, Pr.Teodor Grantcharov, Annika Mareike Engel, BSc, MEng, Axel Boese, DrIng, Carla M. Pugh, MD, PhD, Cesare Hassan, Fabian Dietrich, PhD, Felix Nickel, MD, MME, Franziska Jurosch, MSc, Guido Beldi, MD, Henriette Hegermann, Dr, Johannes Horsch, Dipl-Ing, Julian Rosenkranz, Ing, MSc, Keno Sponheuer, DrMed, Luca Milone, MD, PhD, FACS, Nariaki Okamoto, MD, PhD, Patrick Seeling, PhD, Pedro Filipe Pereira Gouveia, MD, PhD, Roland Croner, Prof.Dr, Sandra Keller, PhD, Sharona B Ross, Taiga Wakabayashi, MD, Ph.D, Takeaki Ishizawa, MD, PhD, Takeshi Urade, MD, PhD, Thomas Schnelldorfer, MD, PhD, Thorge Lackner, MSc, and MEng

“…This study aimed to identify research areas that demand attention in multimodal data-driven surgery for improving data management in minimally invasive surgery. …”
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Classification and Visual Design Analysis of Network Expression Based on Big Data Multimodal Intelligence Technology by Zou Ping, Yueyan Liu

“…Through the analysis of multimodal data, we can provide better services for users. …”
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Unraveling multimodality of digital health records by comparing mortality trajectories of diagnoses of diseases from over 12 million patients. by Hyojung Paik

“…Understanding the multimodality of digital health data, including the scope of death records, is essential for adequate data acquisition to build a research framework for the health sciences. …”
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Hypoxemia and Right-to-Left-Shunt in Patient with Antiphospholipid Syndrome: A Case Report with Multimodality Imaging Findings and Literature Review by Mnahi Bin Saeedan, Mashael Alrujaib, Ahmed L. Fathala

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Motion-tolerant 3D volumetric multimodality microscopy imaging of human skin with subcellular resolution and extended field-of-view by Zhenguo Wu, Yunxian Tian, Jianhua Zhao, Yimei Huang, Harvey Lui, Sunil Kalia, Haishan Zeng

“…Combined with a unique motion correction method, it enables 3D image reconstruction with subcellular resolution and an extended FOV close to a centimeter (8 mm). A multimodality microscopy system using this method provides simultaneous reflectance confocal, two-photon excited fluorescence, and second harmonic generation imaging, enabling multi-contrast capabilities. …”
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BeatProfiler: Multimodal In Vitro Analysis of Cardiac Function Enables Machine Learning Classification of Diseases and Drugs by Youngbin Kim, Kunlun Wang, Roberta I. Lock, Trevor R. Nash, Sharon Fleischer, Bryan Z. Wang, Barry M. Fine, Gordana Vunjak-Novakovic

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