Research
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Enhancing Physician Flexibility: Prompt-Guided Multi-class Pathological Segmentation for Diverse Outcomes
Cui, Can; Deng, Ruining; Guo, Junlin; Liu, Quan; Yao, Tianyuan; Yang, Haichun; Huo, Yuankai. “Enhancing Physician Flexibility: Prompt-Guided Multi-class Pathological Segmentation for Diverse Outcomes.” BHI 2024 – IEEE-EMBS International Conference on Biomedical and Health Informatics, Proceedings (2024). https://doi.org/10.1109/BHI62660.2024.10913563. … Read MoreApr. 23, 2025
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Vision Foundation Models in Remote Sensing: A survey
Lu, Siqi; Guo, Junlin; Zimmer-Dauphinee, James R.; Nieusma, Jordan M.; Wang, Xiao; vanValkenburgh, Parker; Wernke, Steven A.; Huo, Yuankai. “Vision Foundation Models in Remote Sensing: A survey.” IEEE Geoscience and Remote Sensing Magazine (2025). https://doi.org/10.1109/MGRS.2025.3541952. Artificial intelligence (AI) has… Read MoreApr. 23, 2025
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Programmer Visual Attention During Context-Aware Code Summarization
Wallace, Robert; Bansal, Aakash; Karas, Zachary; Tang, Ningzhi; Huang, Yu; Li, Toby Jia-Jun; McMillan, Collin. “Programmer Visual Attention During Context-Aware Code Summarization.” IEEE Transactions on Software Engineering (2025). https://doi.org/10.1109/TSE.2025.3554990. When programmers write or understand code, they naturally… Read MoreApr. 23, 2025
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Scale-up Unlearnable Examples Learning with High-Performance Computing
Zhu, Yanfan; Lyngaas, Issac; Meena, Murali Gopalakrishnan; Koran, Mary Ellen I.; Malin, Bradley; Moyer, Daniel; Bao, Shunxing; Kapadia, Anuj; Wang, Xiao; Landman, Bennett; Huo, Yuankai. “Scale-up Unlearnable Examples Learning with High-Performance Computing.” IS and T International Symposium on Electronic Imaging Science and Technology 37,… Read MoreApr. 23, 2025
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Detunable wireless ladder resonator inserts for enhanced SNR of local array coil at 1.5T MRI
Lu, Ming; Wang, Ruilin; Chen, Yuanyuan; Li, Rangsong; Yang, Xiaoyue; Liang, Hao; Zhu, Haoqin; Yan, Xinqiang. “Detunable wireless ladder resonator inserts for enhanced SNR of local array coil at 1.5T MRI.” Medical Physics (2025). https://doi.org/10.1002/mp.17731. Magnetic resonance imaging (MRI)… Read MoreApr. 23, 2025
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Validation of qMT and CEST MRI as Biomarkers of Response to Treatment After Lumbar Spinal Cord Injury in Rats
Mu, Chaoqi; Reed, Jamie L.; Wang, Feng; Yan, Xinqiang; Lu, Ming; Gore, John C.; Chen, Li Min. “Validation of qMT and CEST MRI as Biomarkers of Response to Treatment After Lumbar Spinal Cord Injury in Rats.” NMR in Biomedicine 38, no. 4 (2025): e70015. Read MoreApr. 23, 2025
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Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging
Deng, Ruining; Cui, Can; Liu, Quan; Yao, Tianyuan; Remedios, Lucas W.; Bao, Shunxing; Landman, Bennett A.; Wheless, Lee E.; Coburn, Lori A.; Wilson, Keith T.; Wang, Yaohong; Zhao, Shilin; Fogo, Agnes B.; Yang, Haichun; Tang, Yucheng; Huo, Yuankai. “Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot… Read MoreApr. 23, 2025
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Mapping Three-Dimensional Tumor Heterogeneity through Deep Learning Inference of Spatial Transcriptomics from Routine Histopathology: A Proof-of-Concept Comparative Study
Azher, Zarif L.; Srinivasan, Gokul; Yao, Keluo; Le, Minh-Khang; Lau, Ken S.; Kaur, Harsimran; Kolling, Fred; Vaickus, Louis; Lu, Xiaoying; Levy, Joshua J. “Mapping Three-Dimensional Tumor Heterogeneity through Deep Learning Inference of Spatial… Read MoreMar. 24, 2025
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An inverse design framework for optimizing tensile strength of composite materials based on a CNN surrogate for the phase field fracture model
Gao, Yuxiang; Duddu, Ravindra; Kolouri, Soheil; Gupta, Abhinav; Prabhakar, Pavana. “An inverse design framework for optimizing tensile strength of composite materials based on a CNN surrogate for the phase field fracture model.” Composites Part A: Applied Science and Manufacturing, vol. 192, 2025, 108758, https://doi.org/10.1016/j.compositesa.2025.108758… Read MoreMar. 24, 2025
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Head Motion in Diffusion Magnetic Resonance Imaging: Quantification, Mitigation, and Structural Associations in Large, Cross-Sectional Datasets Across the Lifespan
Schilling, Kurt G.; Ramadass, Karthik; Sairanen, Viljami; Kim, Michael E.; Rheault, Francois; Newlin, Nancy; Nguyen, Tin; Barquero, Laura; D’archangel, Micah; Gao, Chenyu; Topolnjak, Ema; Khairi, Nazirah Mohd; Archer, Derek; Beason-Held, Lori L.; Resnick, Susan M.; Hohman, Timothy; Cutting, Laurie; Schneider, Julie; Barnes, Lisa L.; Bennett, David A.; Arfanakis, Konstantinos;… Read MoreMar. 24, 2025