Výsledky vyhledávání - "multimodal data integration"

Artificial intelligence in liver diseases: Improving diagnostics, prognostics and response prediction Autor Nam, David, Chapiro, Julius, Paradis, Valerie, Seraphin, Tobias Paul, Kather, Jakob Nikolas

“…Clinical routine in hepatology involves the diagnosis and treatment of a wide spectrum of metabolic, infectious, autoimmune and neoplastic diseases. Clinicians…”
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An Overview of Data Integration in Neuroscience With Focus on Alzheimer's Disease Autor Turrisi, Rosanna, Squillario, Margherita, Abate, Giulia, Uberti, Daniela, Barla, Annalisa

“…This article represents the first attempt to provide an overview of how to face data integration as the result of a dialogue between neuroscientists and…”
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Ai-Assisted Prediction Model For Early Diagnosis Of IADD Progression Autor Su, Jian, Zhang, Kailiang

“…We aim to develop a diagnostic framework and predict the irreversible anterior disc displacement (IADD) in temporomandibular joint disorders (TMD), by…”
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Lymphocyte networks are dynamic cellular communities in the immunoregulatory landscape of lung adenocarcinoma Autor Gaglia, Giorgio, Burger, Megan L, Ritch, Cecily C, Rammos, Danae, Dai, Yang, Crossland, Grace E, Tavana, Sara Z, Warchol, Simon, Jaeger, Alex M, Naranjo, Santiago, Coy, Shannon, Nirmal, Ajit J, Krueger, Robert, Lin, Jia-Ren, Pfister, Hanspeter, Sorger, Peter K, Jacks, Tyler, Santagata, Sandro

“…Lymphocytes are key for immune surveillance of tumors, but our understanding of the spatial organization and physical interactions that facilitate lymphocyte…”
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Revolutionizing Health Care: The Transformative Impact of Large Language Models in Medicine Autor Zhang, Kuo, Meng, Xiangbin, Yan, Xiangyu, Ji, Jiaming, Liu, Jingqian, Xu, Hua, Zhang, Heng, Liu, Da, Wang, Jingjia, Wang, Xuliang, Gao, Jun, Wang, Yuan-geng-shuo, Shao, Chunli, Wang, Wenyao, Li, Jiarong, Zheng, Ming-Qi, Yang, Yaodong, Tang, Yi-Da

“…Large language models (LLMs) are rapidly advancing medical artificial intelligence, offering revolutionary changes in health care. These models excel in…”
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Intricacies of single-cell multi-omics data integration Autor Rautenstrauch, Pia, Vlot, Anna Hendrika Cornelia, Saran, Sepideh, Ohler, Uwe

“…A wealth of single-cell protocols makes it possible to characterize different molecular layers at unprecedented resolution. Integrating the resulting…”
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Agent-based modeling of complex molecular mechanisms Autor Riggi, Margot, Iwasa, Janet H.

“…The diverse molecular mechanisms that orchestrate cellular processes typically involve a complex network of actors and span broad ranges of spatial and…”
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Whole-body integration of gene expression and single-cell morphology Autor Vergara, Hernando M, Pape, Constantin, Meechan, Kimberly I, Zinchenko, Valentyna, Genoud, Christel, Wanner, Adrian A, Mutemi, Kevin Nzumbi, Titze, Benjamin, Templin, Rachel M, Bertucci, Paola Y, Simakov, Oleg, Dürichen, Wiebke, Machado, Pedro, Savage, Emily L, Schermelleh, Lothar, Schwab, Yannick, Friedrich, Rainer W, Kreshuk, Anna, Tischer, Christian, Arendt, Detlev

“…Animal bodies are composed of cell types with unique expression programs that implement their distinct locations, shapes, structures, and functions. Based on…”
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A mixture-of-experts deep generative model for integrated analysis of single-cell multiomics data Autor Minoura, Kodai, Abe, Ko, Nam, Hyunha, Nishikawa, Hiroyoshi, Shimamura, Teppei

“…The recent development of single-cell multiomics analysis has enabled simultaneous detection of multiple traits at the single-cell level, providing deeper…”
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Spatially resolving cancer: from cell states to therapy Autor Pei, Guangsheng, Liu, Yang, Wang, Linghua

“…Recent advances in spatial multi-omics technologies and analytical methods are transforming our understanding of how cancer cells and their microenvironments…”
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Cell-type brain-region specific changes in prefrontal cortex of a mouse model of alcohol dependence Autor Salem, Nihal A., Manzano, Lawrence, Keist, Michael W., Ponomareva, Olga, Roberts, Amanda J., Roberto, Marisa, Mayfield, R. Dayne

“…The prefrontal cortex is a crucial regulator of alcohol drinking, and dependence, and other behavioral phenotypes associated with AUD. Comprehensive…”
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Data- and knowledge-derived functional landscape of human solute carriers Autor Goldmann, Ulrich, Wiedmer, Tabea, Garofoli, Andrea, Sedlyarov, Vitaly, Bichler, Manuel, Haladik, Ben, Wolf, Gernot, Christodoulaki, Eirini, Ingles-Prieto, Alvaro, Ferrada, Evandro, Frommelt, Fabian, Teoh, Shao Thing, Leippe, Philipp, Onea, Gabriel, Pfeifer, Martin, Kohlbrenner, Mariah, Chang, Lena, Selzer, Paul, Reinhardt, Jürgen, Digles, Daniela, Ecker, Gerhard F, Osthushenrich, Tanja, MacNamara, Aidan, Malarstig, Anders, Hepworth, David, Superti-Furga, Giulio

“…The human solute carrier (SLC) superfamily of ~460 membrane transporters remains the largest understudied protein family despite its therapeutic potential. To…”
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Navigating the landscape of multimodal AI in medicine: A scoping review on technical challenges and clinical applications Autor Schouten, Daan, Nicoletti, Giulia, Dille, Bas, Chia, Catherine, Vendittelli, Pierpaolo, Schuurmans, Megan, Litjens, Geert, Khalili, Nadieh

“…Recent technological advances in healthcare have led to unprecedented growth in patient data quantity and diversity. While artificial intelligence (AI) models…”
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Multimodal Deep Learning Methods on Image and Textual Data to Predict Radiotherapy Structure Names Autor Bose, Priyankar, Rana, Pratip, Sleeman, William C., Srinivasan, Sriram, Kapoor, Rishabh, Palta, Jatinder, Ghosh, Preetam

“…Physicians often label anatomical structure sets in Digital Imaging and Communications in Medicine (DICOM) images with nonstandard random names. Hence, the…”
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Multimodal integration of longitudinal noninvasive diagnostics for survival prediction in immunotherapy using deep learning Autor Yeghaian, Melda, Bodalal, Zuhir, van den Broek, Daan, Haanen, John B A G, Beets-Tan, Regina G H, Trebeschi, Stefano, van Gerven, Marcel A J

“…Immunotherapies have revolutionized the landscape of cancer treatments. However, our understanding of response patterns in advanced cancers treated with…”
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Counterfactual Bidirectional Co-Attention Transformer for Integrative Histology-Genomic Cancer Risk Stratification Autor Ji, Zheyi, Ge, Yongxin, Chukwudi, Chijioke, U, Kaicheng, Zhang, Sophia Meixuan, Peng, Yulong, Zhu, Junyou, Zaki, Hossam, Zhang, Xueling, Yang, Sen, Wang, Xiyue, Chen, Yijiang, Zhao, Junhan

“…Applying deep learning to predict patient prognostic survival outcomes using histological whole-slide images (WSIs) and genomic data is challenging due to the…”
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Opportunities and challenges of integrating geographic information science and large language models Autor Van de Weghe, Nico, De Sloover, Lars, Cohn, Anthony, Huang, Haosheng, Scheider, Simon, Sieber, Renée, Timpf, Sabine, Claramunt, Christophe

“…The integration of large language models (LLMs) with geographic information science (GIScience) represents a new frontier in interdisciplinary research that…”
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Revolutionizing gastroenterology and hepatology with artificial intelligence: From precision diagnosis to equitable healthcare through interdisciplinary practice Autor Chen, Zhi-Li, Wang, Chao, Wang, Fang

“…Artificial intelligence (AI) is driving a paradigm shift in gastroenterology and hepatology by delivering cutting-edge tools for disease screening, diagnosis,…”
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netDx: interpretable patient classification using integrated patient similarity networks Autor Pai, Shraddha, Hui, Shirley, Isserlin, Ruth, Shah, Muhammad A, Kaka, Hussam, Bader, Gary D

“…Patient classification has widespread biomedical and clinical applications, including diagnosis, prognosis, and treatment response prediction. A clinically…”
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Harnessing Artificial Intelligence in Multimodal Omics Data Integration: Paving the Path for the Next Frontier in Precision Medicine Autor Nam, Yonghyun, Kim, Jaesik, Jung, Sang-Hyuk, Woerner, Jakob, Suh, Erica H, Lee, Dong-Gi, Shivakumar, Manu, Lee, Matthew E, Kim, Dokyoon

“…The integration of multiomics data with detailed phenotypic insights from electronic health records marks a paradigm shift in biomedical research, offering…”
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