Research
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White matter engagement in brain networks assessed by integration of functional and structural connectivity
Li, M.; Schilling, K.G.; Xu, L.; Choi, S.; Gao, Y.; Zu, Z.; Anderson, A.W.; Ding, Z.; Gore, J.C. “White matter… Read MoreNov. 21, 2024 ÎåÒ»²è¹Ý¶ù
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HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis
Deng, R.; Liu, Q.; Cui, C.; Yao, T.; Xiong, J.; Bao, S.; Li, H.; Yin, M.; Wang, Y.; Zhao, S.; Tang, Y.; Yang, H.; Huo, Y. “HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis.” Lecture Notes in Computer Science (including subseries Lecture Notes in… Read MoreNov. 21, 2024 ÎåÒ»²è¹Ý¶ù
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Consensus tissue domain detection in spatial omics data using multiplex image labeling with regional morphology (MILWRM)
Kaur, H.; Heiser, C.N.; McKinley, E.T.; Ventura-Antunes, L.; Harris, C.R.; Roland, J.T.; Farrow, M.A.; Selden, H.J.; Pingry, E.L.; Moore, J.F.; Ehrlich, L.I.R.; Shrubsole, M.J.; Spraggins, J.M.; Coffey, R.J.; Lau, K.S.; Vandekar, S.N. “Consensus tissue domain detection in spatial omics data using multiplex image labeling with regional morphology… Read MoreNov. 21, 2024 ÎåÒ»²è¹Ý¶ù
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Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound Images
Li, H.; Oguz, B.; Arenas, G.; Yao, X.; Wang, J.; Pouch, A.; Byram, B.; Schwartz, N.; Oguz, I. “Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound Images.” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Volume… Read MoreNov. 21, 2024 ÎåÒ»²è¹Ý¶ù
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MARVEL: Bringing Multi-Agent Reinforcement-Learning Based Variable Speed Limit Controllers Closer to Deployment
Zhang, Y.; Quinones-Grueiro, M.; Zhang, Z.; Wang, Y.; Barbour, W.; Biswas, G.; Work, D. “MARVEL: Bringing Multi-Agent Reinforcement-Learning Based Variable Speed Limit Controllers Closer to Deployment.” IEEE Access, 2024 ÎåÒ»²è¹Ý¶ù, DOI: 10.1109/ACCESS.2024 ÎåÒ»²è¹Ý¶ù.3489474. Variable Speed Limits (VSL) are used worldwide to help manage… Read MoreNov. 21, 2024 ÎåÒ»²è¹Ý¶ù
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Semantic Segmentation and Classification of Active and Abandoned Agricultural Fields through Deep Learning in the Southern Peruvian Andes
Zimmer-Dauphinee, J.; Wernke, S.A. “Semantic Segmentation and Classification of Active and Abandoned Agricultural Fields through Deep Learning in the Southern Peruvian Andes.” Remote Sensing, Volume 16, Issue 19, 2024 ÎåÒ»²è¹Ý¶ù, Article 3546, DOI: 10.3390/rs16193546. In pre-Hispanic times, the Andean people built massive… Read MoreNov. 21, 2024 ÎåÒ»²è¹Ý¶ù
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A Tale of Two Comprehensions? Analyzing Student Programmer Attention during Code Summarization
Karas, Z.; Bansal, A.; Zhang, Y.; Li, T.; Mcmillan, C.; Huang, Y. “A Tale of Two Comprehensions? Analyzing Student Programmer Attention during Code Summarization.” ACM Transactions on Software Engineering and Methodology, Volume 33, Issue 7, 2024 ÎåÒ»²è¹Ý¶ù, Article 193, DOI: 10.1145/3664808. Code… Read MoreNov. 21, 2024 ÎåÒ»²è¹Ý¶ù
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Wasserstein task embedding for measuring task similarities
Liu, X.; Bai, Y.; Lu, Y.; Soltoggio, A.; Kolouri, S. “Wasserstein task embedding for measuring task similarities.” Neural Networks, Volume 181, 2025, Article 106796, DOI: 10.1016/j.neunet.2024 ÎåÒ»²è¹Ý¶ù.106796.  Measuring the similarity between different tasks is important for various machine learning problems,… Read MoreNov. 21, 2024 ÎåÒ»²è¹Ý¶ù
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Zero-shot prompt-based video encoder for surgical gesture recognition
Rao, M.; Qin, Y.; Kolouri, S.; Wu, J.Y.; Moyer, D. “Zero-shot prompt-based video encoder for surgical gesture recognition.” International Journal of Computer Assisted Radiology and Surgery, 2024 ÎåÒ»²è¹Ý¶ù, DOI: 10.1007/s11548-024-03257-1. This study explores how to build a system that can recognize surgical gestures… Read MoreNov. 21, 2024 ÎåÒ»²è¹Ý¶ù
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Radiofrequency-transparent local B0 shimming coils using float traps
Liu, C.; Liang, H.; Lu, M.; Gore, J.C.; Sengupta, S.; Yan, X. “Radiofrequency-transparent local B0 shimming coils using float traps.” Magnetic Resonance in Medicine, 2024 ÎåÒ»²è¹Ý¶ù, DOI: 10.1002/mrm.30361. In high-field MRI, uneven magnetic fields (B0 inhomogeneities) can lead to poor image quality. A… Read MoreNov. 21, 2024 ÎåÒ»²è¹Ý¶ù