scCamAge: A context-aware prediction engine for cellular age, aging-associated bioactivities, and morphometrics by Vishakha Gautam, Subhadeep Duari, Saveena Solanki, Mudit Gupta, Aayushi Mittal, Sakshi Arora, Anmol Aggarwal, Anmol Kumar Sharma, Sarthak Tyagi, Rathod Kunal Pankajbhai, Arushi Sharma, Sonam Chauhan, Shiva Satija, Suvendu Kumar, Sanjay Kumar Mohanty, Juhi Tayal, Nilesh Kumar Dixit, Debarka Sengupta, Anurag Mehta, Gaurav Ahuja

“…We present scCamAge, an advanced context-aware multimodal prediction engine that co-leverages image-based cellular spatiotemporal features at single-cell resolution alongside cellular morphometrics and aging-associated bioactivities such as genomic instability, mitochondrial dysfunction, vacuolar dynamics, reactive oxygen species levels, and epigenetic and proteasomal dysfunctions. scCamAge employed heterogeneous datasets comprising ∼1 million single yeast cells and was validated using pro-longevity drugs, genetic mutants, and stress-induced models. scCamAge also predicted a pro-longevity response in yeast cells under iterative thermal stress, confirmed using integrative omics analyses. …”
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Effects of Different Types of Cognitive Training on Cognitive Function, Brain Structure, and Driving Safety in Senior Daily Drivers: A Pilot Study by Takayuki Nozawa, Yasuyuki Taki, Akitake Kanno, Yoritaka Akimoto, Mizuki Ihara, Ryoichi Yokoyama, Yuka Kotozaki, Rui Nouchi, Atsushi Sekiguchi, Hikaru Takeuchi, Carlos Makoto Miyauchi, Takeshi Ogawa, Takakuni Goto, Takashi Sunda, Toshiyuki Shimizu, Eiji Tozuka, Satoru Hirose, Tatsuyoshi Nanbu, Ryuta Kawashima

“…The results support the effectiveness of the onboard training program in enhancing the elderly’s abilities to drive safely and the potential advantages of a multimodal training approach.…”
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Incidental left paraaortic mass in a patient with gall bladder adenocarcinoma: A diagnostic challenge by Manali Bhatta, Sharma Paudel, Ongden Yonjen Tamang, Prajwal Dahal, Santosh Shrestha, Sabina Parajuli

“…Paragangliomas and pheochromocytomas (PPGL), rare tumors originating from paraganglia tissues, including the adrenal medulla, continue to be imaging mimics, necessitating a multimodal approach for accurate diagnosis. We report a case of 72-years male presenting with intermittent pain abdomen for the past 1 year. …”
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Investigating the Prospects of ChatGPT in Training Medicinal Chemists and the Development of Novel Drugs by Michell O. Almeida, Artur C. G. Soares, Gustavo H. M. Sousa, Witor R. Ferraz, Gustavo Trossini

“…However, ChatGPT does possess some limitations, such as frequent occurrences of artificial hallucinations (a response generated by AI that comprises erroneous or misleading information presented as true), the inability to process multimodal information, and the potential for biases in its training datasets. …”
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Development of a Model for Evaluating the Coverage Area of Transit Center Using Smart Card Data by Hyunjun Hwang, Shin-Hyung Cho, Dong-Kyu Kim, Seung-Young Kho

“…Since metropolitan cities are broadening as a result of urban sprawl, multimodal transportation systems have been adopted to fulfill the connection between the suburban and urban areas. …”
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Application of Supply-Demand-Based Optimization for Parameter Extraction of Solar Photovoltaic Models by Guojiang Xiong, Jing Zhang, Dongyuan Shi, Xufeng Yuan

“…In recent years, the use of metaheuristics for parameter extraction of PV models gains more and more attentions thanks to their efficacy in solving highly nonlinear multimodal optimization problems. This work addresses a novel application of supply-demand-based optimization (SDO) to extract accurate and reliable parameters for PV models. …”
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The Role of Advanced Cardiac Imaging in Monitoring Cardiovascular Complications in Patients with Extracardiac Tumors: A Descriptive Review by Annamaria Tavernese, Valeria Cammalleri, Rocco Mollace, Giorgio Antonelli, Mariagrazia Piscione, Nino Cocco, Myriam Carpenito, Carmelo Dominici, Massimo Federici, Gian Paolo Ussia

“…A thorough cardiovascular evaluation using multimodal imaging is crucial to assess any direct cardiac involvement from oncological disease progression and to determine the cardiovascular risk of patients undergoing oncological therapies. …”
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Qualitative study on nurse preceptors’ preparedness, roles and familiarity with the basic principles of teaching and learning in a district hospital in Ghana by Dorothy Serwaa Boakye, Vida Maame Kissiwaa Amoah, Edward Appiah Boateng, John Antwi, Joyce Yeboah, Jennifer Owusu

“…Continued research involving larger samples, multimodal data and stakeholder perspectives can inform ongoing programme refinement.…”
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Prevalence of anhedonia in women with deep endometriosis by Aida Mallorquí, Alessandra Fortuna, Emma Segura, Gemma Cardona, Marta Espinosa, Lara Quintas-Marquès, Meritxell Gracia, Elena Angulo-Antúnez, Francisco Carmona, María-Angeles Martínez-Zamora

“…The present results are representative of DE patients under multimodal treatment, limiting generalizability. Overall, our study highlights the impact of chronic pain on hedonic functioning in DE. …”
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Analysis and Classification of Fake News Using Sequential Pattern Mining by M. Zohaib Nawaz, M. Saqib Nawaz, Philippe Fournier-Viger, Yulin He

“…Current machine and deep learning based methodologies for classification/detection of fake news are content-based, network (propagation) based, or multimodal methods that combine both textual and visual information. …”
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A Comparison of Evolutionary Computation Techniques for IIR Model Identification by Erik Cuevas, Jorge Gálvez, Salvador Hinojosa, Omar Avalos, Daniel Zaldívar, Marco Pérez-Cisneros

“…However, IIR structures tend to produce multimodal error surfaces whose cost functions are significantly difficult to minimize. …”
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Experiment and Prediction of Ablation Depth in Excimer Laser Micromachining of Optical Polymer Waveguides by K. F. Tamrin, S. S. Zakariyah, K. M. A. Hossain, N. A. Sheikh

“…Among the manufacturing methods, UV laser ablation using an excimer laser has been repeatedly demonstrated as a suitable technique to fabricate multimode polymer waveguides. However, the main challenge is to precisely control and predict the topology of the waveguides without the need for extensive characterisation which is both time consuming and costly. …”
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A Reconfigurable Triple-Notch-Band Antenna Integrated with Defected Microstrip Structure Band-Stop Filter for Ultra-Wideband Cognitive Radio Applications by Yingsong Li, Wenxing Li, Qiubo Ye

“…The results show that it has wide impedance bandwidth, multimodes characteristics, stable gain, and omnidirectional radiation patterns.…”
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Path Loss Modeling of Wireless Signals in Underground Tunnels by Yaning Li, Baoguo Yu, Lu Huang

“…In this paper, a hybrid model describing the propagation attenuation of wireless signals in underground tunnels is proposed, which divides the propagation channel into three subdomains according to the length of the tunnel, namely, the region of the free space propagation model, the region of the multimode propagation described by the ray tracing method, and the region of the improved waveguide model by adding the influences of tunnel roughness, tunnel inclination, and metal pipes. …”
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Virtual reality-assisted prediction of adult ADHD based on eye tracking, EEG, actigraphy and behavioral indices: a machine learning analysis of independent training and test sample... by Annika Wiebe, Benjamin Selaskowski, Martha Paskin, Laura Asché, Julian Pakos, Behrem Aslan, Silke Lux, Alexandra Philipsen, Niclas Braun

“…This study investigates the predictive utility of multimodal data, including eye tracking, EEG, actigraphy, and behavioral indices, in differentiating adults with ADHD from healthy individuals. …”
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El uso de composiciones musicales como mecanismo de comunicación del discurso de odio en redes sociales: estudio de una nasheed yihadista by Francisco Trujillo-Fernández, Jorge Gallardo-Camacho, Ana Jorge Alonso

“…Parte de ese material propagandístico lo conforman composiciones musicales yihadistas del género nasheed, cuya plasticidad musical procura edulcorar una ideología que defiende y promueve la violencia, al mismo tiempo que procura esquivar las medidas de restricción de contenidos de las operadoras a través de su dimensión simbólica. El análisis multimodal establecido sobre una pieza difundida por la organización yihadista Jabhat al-Nusrah demuestra que el 65% de los versos son identificados como violentos y que el 55% de ellos amparan el martirio por la fe en forma de inmolación, utilizando elementos simbólicos que dificultan la restricción de contenidos por parte del algoritmo. …”
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Text to Realistic Image Generation with Attentional Concatenation Generative Adversarial Networks by Linyan Li, Yu Sun, Fuyuan Hu, Tao Zhou, Xuefeng Xi, Jinchang Ren

“…Second, the deep attentional multimodal similarity model is introduced into the network, and we match word vectors with images in a common semantic space to compute a fine-grained matching loss for training the generator. …”
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The Fundus Autofluorescence Spectrum of Punctate Inner Choroidopathy by Miaoling Li, Xiongze Zhang, Feng Wen

“…These hyperautofluorescent patches were demonstrated to be multiple evanescent white dot syndrome (MEWDS) or acute zonal occult outer retinopathy (AZOOR) lesions by subsequent multimodal imaging and faded during follow-up examinations. …”
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Improving the Implementation of Patient-Reported Outcome Measure in Clinical Practice: Tackling Current Challenges With Innovative Digital Communication Technologies by Kelly M de Ligt, Saar Hommes, Ruben D Vromans, Eva Boomstra, Lonneke V van de Poll, Emiel J Krahmer

“…We explore how existing principles and tools, such as automatic data-to-text generation (including multimodal outputs like text combined with data visualizations) and conversational agents, can enable personalized communication of PROMs in practice.…”
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A Review of Treatment Methods and Available Therapies for Individuals with ADHD by Zuzanna Gałuszka, Natalie Papachristoforou, Daria Michałka, Monika Makar, Tomasz Bartuś, Żaneta Góra, Emilia Bąk, Justyna Głowacka, Aleksandra Kocjan, Radosław Chmiel

“…ADHD management necessitates a multimodal approach combining medications, behavioral therapies, and educational interventions tailored to individual needs. …”
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