JT
Jie Tian
RadiomicsDeep LearningAlgorithmsMagnetic Resonance ImagingImage Processing, Computer-AssistedDeep learningmagnetic particle imagingradiomicsMagnetite NanoparticlesNomograms
On Valency
published · living versionsW_yghugxtq·v1 · currentpublished
LapaFM: A Laparoscopic Foundation Model via Multi-Stage Continual Learning
with Xiaobo Zhu, Shiwei Wu, Yu An, Yuechen Tao +19
1 version
Preprints & journals
988 papers in the corpus · 1990–2026Multifunctional Magneto‑Thermal Probe Enhances the Efficacy of Tumor Therapy as a Tumor Nanovaccine.42893588 · Li, Jiaqian, Li, Yimeng, Gao, Pengli et al.2026 · 0 citationsSmall (Weinheim an der Bergstrasse, Germany). 2026:e76209
Magnetic Particle Imaging of Macrophage Phagocytosis Evaluates Plaque Vulnerability and Therapeutic Efficacy in Atherosclerosis.42877977 · Tong, Wei, Han, Ying, Chen, Yuxing et al.2026 · 0 citationsArteriosclerosis, thrombosis, and vascular biology. 2026
Narrowband isotropic magnetic particle imaging with FFL-parallel excitation.42705321 · Bian, Zhongwei, Chen, Ziwei, He, Jie et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(19)
Feature Copy-Paste with Fine-Grained Data Augmentation for Robust Lung Cancer Analysis in CT Images.42754740 · Huang, Xingyu, Liu, Chengcai, Sang, Haolin et al.2026 · 0 citationsJournal of imaging informatics in medicine. 2026
Nanoparticle Crystallization Driven by Competitive Toehold-Mediated DNA Strand Exchange Reactions.42715054 · Wang, Yun, Hua, Wenqiang, Ni, Dian et al.2026 · 1 citationNano letters. 2026;26(35):11841-11848
Mapping the Health Management Journey of Patients With Urostomy: A Qualitative Study.42708228 · Zhang, Li, Wang, Yuxin, Tian, Jie et al.2026 · 0 citationsJournal of clinical nursing. 2026
Next-Generation Magnetic Particle Imaging: Innovations In System Architectures, Tracer Engineering, and Clinical Translation.42703651 · Sun, Zewen, Guo, Haozhuo, Su, Lei et al.2026 · 0 citationsSmall (Weinheim an der Bergstrasse, Germany). 2026:e75514
Adaptive and Robust Frequency Selection Framework in Calibration-Based Magnetic Particle Imaging Reconstruction.41468342 · Zhu, Tao, Zhang, Haoran, Wei, Zechen et al.2026 · 3 citationsIEEE transactions on bio-medical engineering. 2026;73(9):3235-3248
Spatial signal distribution learning for high-resolution 3D system matrix calibration in magnetic particle imaging.42425149 · Miao, Zhaoji, Zhang, Liwen, Chen, Ziwei et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(16)
Radiomics using generative adversarial network enhanced non-contrast computed tomography for gastric cancer diagnosis.42556398 · Li, Xiaodong, Zhao, Yunpeng, Fang, Mengjie et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(16)
Super-resolution Ultrasound Combined with Contrast-enhanced Ultrasound: An Exploratory Approach for Differentiating Benign From Malignant Renal Tumors Based on Microvascular Characteristics.42603753 · Zhang, Lu, Tian, Jie, Chen, YiLai et al.2026 · 0 citationsAcademic radiology. 2026
Eradication of MRSA biofilm-associated implant infections by low-immunogenic sustained-release lysostaphin fused to thermosensitive polypeptides.42773108 · Fan, Guoqing, Wang, Hao, Gong, Yuxin et al.2026 · 0 citationsNature communications. 2026;17(1)
Dynamic Sparse Mask Spatial-Frequency System Matrix Compression for Accelerated Reconstruction in Narrowband Magnetic Particle Imaging.42202196 · Bian, Zhongwei, Chen, Ziwei, Li, Jiasheng et al.2026 · 0 citationsIEEE transactions on bio-medical engineering. 2026;73(8):2940-2952
Genetic and cross-species single-cell analyses prioritize CD83 in antigen-presenting cells as a candidate therapeutic target in asthma.42516377 · Qian, Guojun, Xu, Qiaoyi, Zhu, Xuejiao et al.2026 · 0 citationsFrontiers in immunology. 2026;17:1859076
Prediction of microvascular invasion in hepatocellular carcinoma using contrast-enhanced ultrasound and deep learning.42431906 · Pang, Chuan, Ru, Jinyu, Liu, Yue et al.2026 · 0 citationsNature communications. 2026;17(1)
StableMIL: Entropy-Stabilized Attention-Based Multiple Instance Learning for Morphologically Variable Whole Slide Images.41950127 · Lu, Yinuo, Qi, Mingxin, Fu, Yao et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(7):3649-3664
Harmonic Autoencoding Framework for Multiple Tasks in Magnetic Particle Imaging Reconstruction.42371901 · Wei, Zechen, Zhu, Tao, Zhang, Jiaxin et al.2026 · 0 citationsIEEE transactions on neural networks and learning systems. 2026;PP
Foundation model for screening severe mitral regurgitation and severe aortic stenosis from coronary angiograms.42307866 · Zhang, Yingqian, Shao, Zhiming, Wei, Zechen et al.2026 · 0 citationsVisual computing for industry, biomedicine, and art. 2026;9(1)
Deep learning-based contrast-enhanced ultrasound for Ki-67 assessment and prognosis in hepatocellular carcinoma.41985477 · Zou, Ruiyang, Wu, Jiapeng, Tian, Xueqin et al.2026 · 0 citationsBiomedical physics & engineering express. 2026;12(3)
MPT-MIL: Multimodal Aware Prompt Tuning for Prediction of Cancer Survival.41343309 · Zhang, Ruofan, Fang, Mengjie, Liu, Shengyuan et al.2026 · 0 citationsIEEE journal of biomedical and health informatics. 2026;30(6):5367-5377
Phase-Lag-Based MPS/MPI Dual-Mode Precise In Vivo Temperature Imaging Technique.41785098 · Lei, Siao, Zou, Wenxuan, Liu, Yanjun et al.2026 · 2 citationsIEEE transactions on medical imaging. 2026;45(6):3216-3228
A compact low-power magnetic particle imaging scanner based on a permanent-magnet field-free-line generator with high gradient.42345542 · Wei, Zechen, Zhu, Tao, Wang, Bingye et al.2026 · 0 citationsThe Review of scientific instruments. 2026;97(6)
Breaking the Trade-off in MPI-Guided Magnetic Hyperthermia by Tailoring the Dynamic Magnetization of Magnetic Nanoparticles via Site-Selective Trace Doping.42025591 · Zhang, Ruili, Li, Yuge, Yan, Haohao et al.2026 · 1 citationJournal of the American Chemical Society. 2026;148(17):18482-18496
TSMPI-Net: a time-series generative adversarial network for short-frame-interval magnetic particle imaging.41880760 · Gao, Yuanzhao, Zhang, Haoran, Zhao, Jing et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(8)
COMMA: Coordinate-Aware Modulated Mamba Network for 3D Dispersed Vessel Segmentation.41979968 · Shi, Gen, Zhang, Hui, Tian, Jie2026 · 0 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:3984-3997
DDMPI: Diffusion Denoising for Magnetic Particle Imaging at the Low Concentration.42275318 · Guo, Lishuang, An, Yu, Ma, Chenbin et al.2026 · 1 citationIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:6616-6631
STimulated emission depletion (STED) magnetic particle imaging.41389017 · Jia, Guang, Bian, Zhongwei, Li, Tianshu et al.2025 · 1 citationMedical physics. 2025;52(12):e70188
Deep learning-based noise reduction method for the system matrix in magnetic particle imaging.41166879 · Liu, Sijia, Bian, Zhongwei, Tian, Jie et al.2025 · 1 citationPhysics in medicine and biology. 2025;70(23)
Joint frequency-image domain network for image restoration in magnetic particle imaging.41082900 · Zhang, Haoran, Zhang, Bo, Shi, Gen et al.2025 · 0 citationsPhysics in medicine and biology. 2025;70(22)
Multi-Color Magnetic Particle Imaging Based on Superparamagnetic and Superferromagnetic Nanoparticles.40323747 · Li, Lei, Zhao, Chan, Tian, Jiesheng et al.2025 · 4 citationsIEEE transactions on bio-medical engineering. 2025;72(11):3338-3349
Corrigendum to Deep learning model based on primary tumor to predict lymph node status in clinical stage IA lung adenocarcinoma: a multicenter study [Journal of the National Cancer Center 4 (2024) 233-240].41497255 · Zhang, Li, Li, Hailin, Zhao, Shaohong et al.2026 · 0 citationsJournal of the National Cancer Center. 2025;5(6):600
Investigating the role of IGF-1 in diabetic gastroparesis: a preliminary review.41134344 · Lu, Yifan, Wei, Wei, Chen, Hao et al.2026 · 2 citationsActa diabetologica. 2026;63(1):163-170
MagRing-MPI: design of electrically controlled FFL-MPI system based on a dynamic ring-shaped gradient array.40961984 · Chen, Ziwei, Bian, Zhongwei, Ye, Jianan et al.2025 · 4 citationsPhysics in medicine and biology. 2025;70(21)
IL-18 drives the Bhlhe40-mediated pathogenic Th17 cell response and exacerbates autoimmune disease progression.41087718 · Tang, Yuan, Zhao, Yue, Chen, Zixiang et al.2026 · 8 citationsCellular & molecular immunology. 2025;22(12):1581-1597
HiCur-NPC: Hierarchical Feature Fusion Curriculum Learning for Multi-Modal Foundation Model in Nasopharyngeal Carcinoma.40198289 · Wang, Zipei, Fang, Mengjie, Tang, Linglong et al.2025 · 3 citationsIEEE transactions on medical imaging. 2025;44(10):3997-4009
Epidemiological, phylogenetic, and pathogenicity analysis of H4 subtype avian influenza viruses in China, 2011-2022.40998018 · Mao, Qiuyan, Zhu, Junfeng, Liu, Shuo et al.2025 · 0 citationsVirologica Sinica. 2025;40(5):722-734
A comparative transcriptomic analysis at single-cell resolution reveals acral melanoma features distinct from cutaneous melanoma.40979667 · Zhao, Hongyue, Tian, Jie, Li, Hang et al.2025 · 4 citationsChinese journal of cancer research = Chung-kuo yen cheng yen chiu. 2025;37(4):558-574
Deep learning radiomics of elastography for diagnosing compensated advanced chronic liver disease: an international multicenter study.40813740 · Lu, Xue, Zhang, Haoyan, Kuroda, Hidekatsu et al.2025 · 4 citationsVisual computing for industry, biomedicine, and art. 2025;8(1):19
Biovision-Inspired Perovskite Intelligent Camera for Panchromatic and Metameric Sensing.40817622 · Li, Yu, Jin, Zikun, Liu, Yujin et al.2025 · 9 citationsAdvanced materials (Deerfield Beach, Fla.). 2025;37(44):e08984
Multi-task generative model for high-quality magnetic particle imaging reconstruction.40781733 · Zhao, Jing, Zhang, Haoran, Liu, Xinyi et al.2025 · 3 citationsMedical physics. 2025;52(8):e18036
Magnetically induced magnetosome chain (MAGiC): A biogenic magnetic-particle-imaging tracer with high performance and navigability.40737407 · Li, Lei, Zhao, Chan, Zhao, Zhiyuan et al.2025 · 8 citationsScience advances. 2025;11(31):eadv2485
Unleashing the Power of Magnetic Particle Imaging: Tailored Magnetic Nanoparticles for Ultrasensitive Detection of Bone Metastases in Prostate Cancer.40714758 · Yan, Haohao, Shi, Guangyuan, Zhang, Ruili et al.2025 · 7 citationsAdvanced materials (Deerfield Beach, Fla.). 2025;37(40):e08495
Shape-Orchestrated Soft-Hard-Tandem Tracers: A Magnetic Control Strategy for Advanced Magnetic Particle Imaging.40693681 · Yang, Peng, Duan, Deshang, Liu, Weijing et al.2025 · 2 citationsJournal of the American Chemical Society. 2025;147(30):26605-26615
Metabolic regulation of tissue-resident immune cells: Molecular mechanisms and therapeutic implications.40645285 · Chen, Zixiang, Xiao, Fan, Zhu, Xiaoxia et al.2025 · 8 citationsMetabolism: clinical and experimental. 2025;171:156349
Machine-learning-assisted nanopore sensing solution for the determination of matrix metalloproteinase.40645115 · Guan, Zhen, Sun, Yunze, He, Yingdi et al.2025 · 6 citationsBiosensors & bioelectronics. 2025;288:117752
Acupuncture Improves MRI Brain Microstructure with Postconcussion Symptoms in Mild TBI: A Randomized Controlled Trial.40693935 · Wang, Zhuo-Nan, Ding, Jie-Rui, Li, Xuan et al.2025 · 7 citationsRadiology. 2025;316(1):e250315
Fast Construction of System Matrix for Narrowband Magnetic Particle Imaging Based on PSF Estimation.41335636 · Bian, Zhongwei, Chen, Ziwei, He, Jie et al.2025 · 1 citationAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2025;2025:1-4
Feasibility of using ultrasmall magnetoferritin particles for magnetic particle imaging.41335949 · Feng, Xin, Zhang, Tongwei, Li, Lei et al.2025 · 0 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2025;2025:1-4
Viscosity Sensing via Single Harmonic Amplitude-Phase Cross-Point Using Field-Swept Magnetic Particle Spectroscopy.41336425 · Liao, Yidong, Liu, Yanjun, Li, Lei et al.2025 · 0 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2025;2025:1-5
Single-Sided Magnetic Particle Imaging Based on Magnetic Field Rotation Encoding.41336658 · Jing, Yang, Lei, Siao, Huang, Pengyu et al.2025 · 2 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2025;2025:1-5
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