Publications | Jiahao Huanghttps://academic.jhuang.net/publication/PublicationsHugo Blox Builder (https://hugoblox.com)en-ushttps://academic.jhuang.net/media/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.pngPublicationshttps://academic.jhuang.net/publication/Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-masked Mambahttps://academic.jhuang.net/publication/huang-enhancing-2025/Wed, 01 Jan 2025 00:00:00 +0000https://academic.jhuang.net/publication/huang-enhancing-2025/The Effects of Field Strength on Stimulated Echo and Motion-compensated Spin-echo Diffusion Tensor Cardiovascular Magnetic Resonance Sequenceshttps://academic.jhuang.net/publication/scott-effects-2024/Sun, 01 Dec 2024 00:00:00 +0000https://academic.jhuang.net/publication/scott-effects-2024/Data- and Physics-driven Deep Learning Based Reconstruction for Fast MRI: Fundamentals and Methodologieshttps://academic.jhuang.net/publication/huang-data-2024/Thu, 24 Oct 2024 00:00:00 +0000https://academic.jhuang.net/publication/huang-data-2024/When AI Eats Itself: On the Caveats of Data Pollution in the Era of Generative AIhttps://academic.jhuang.net/publication/xing-when-2024/Mon, 01 Jul 2024 00:00:00 +0000https://academic.jhuang.net/publication/xing-when-2024/HAMLET: Graph Transformer Neural Operator for Partial Differential Equationshttps://academic.jhuang.net/publication/bryutkin-hamlet-2024/Sat, 01 Jun 2024 00:00:00 +0000https://academic.jhuang.net/publication/bryutkin-hamlet-2024/Low-rank based Motion Correction followed by Automatic Frame Selection in DT-CMRhttps://academic.jhuang.net/publication/wang-low-rank-2024/Sat, 01 Jun 2024 00:00:00 +0000https://academic.jhuang.net/publication/wang-low-rank-2024/Efficient Post-processing of Diffusion Tensor Cardiac Magnetic Imaging Using Texture-conserving Deformable Registrationhttps://academic.jhuang.net/publication/wang-efficient-2024/Mon, 01 Apr 2024 00:00:00 +0000https://academic.jhuang.net/publication/wang-efficient-2024/High-resolution Reference Image Assisted Volumetric Super-resolution of Cardiac Diffusion Weighted Imaginghttps://academic.jhuang.net/publication/wu-high-resolution-2024/Mon, 01 Apr 2024 00:00:00 +0000https://academic.jhuang.net/publication/wu-high-resolution-2024/A Comparison of Diffusion Tensor CMR at 1.5T and 3Thttps://academic.jhuang.net/publication/scott-comparison-2024/Fri, 01 Mar 2024 00:00:00 +0000https://academic.jhuang.net/publication/scott-comparison-2024/Deep Learning-based Diffusion Tensor Cardiac Magnetic Resonance Reconstruction: A Comparison Studyhttps://academic.jhuang.net/publication/huang-deep-2024/Fri, 01 Mar 2024 00:00:00 +0000https://academic.jhuang.net/publication/huang-deep-2024/Is Attention all You Need in Medical Image Analysis? A Reviewhttps://academic.jhuang.net/publication/papanastasiou-is-2024/Fri, 01 Mar 2024 00:00:00 +0000https://academic.jhuang.net/publication/papanastasiou-is-2024/Optimized Post-processing for Diffusion Tensor CMR with Texture-preserving Deformable Motion Correctionhttps://academic.jhuang.net/publication/wang-optimized-2024/Fri, 01 Mar 2024 00:00:00 +0000https://academic.jhuang.net/publication/wang-optimized-2024/Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networkshttps://academic.jhuang.net/publication/jin-diff-3-dformer-2024/Mon, 01 Jan 2024 00:00:00 +0000https://academic.jhuang.net/publication/jin-diff-3-dformer-2024/Enhanced DTCMR with Cascaded Alignment and Adaptive Diffusionhttps://academic.jhuang.net/publication/wang-enhanced-2024/Mon, 01 Jan 2024 00:00:00 +0000https://academic.jhuang.net/publication/wang-enhanced-2024/Groupwise Deformable Registration of Diffusion Tensor Cardiovascular Magnetic Resonance: Disentangling Diffusion Contrast, Respiratory and Cardiac Motionshttps://academic.jhuang.net/publication/wang-groupwise-2024/Mon, 01 Jan 2024 00:00:00 +0000https://academic.jhuang.net/publication/wang-groupwise-2024/The Missing U for Efficient Diffusion Modelshttps://academic.jhuang.net/publication/ordonez-missing-2024/Mon, 01 Jan 2024 00:00:00 +0000https://academic.jhuang.net/publication/ordonez-missing-2024/Hybrid Swin Deformable Attention U-Net for Medical Image Segmentationhttps://academic.jhuang.net/publication/wang-hybrid-2023/Wed, 01 Nov 2023 00:00:00 +0000https://academic.jhuang.net/publication/wang-hybrid-2023/Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution Segmentationhttps://academic.jhuang.net/publication/wang-style-2023/Wed, 01 Nov 2023 00:00:00 +0000https://academic.jhuang.net/publication/wang-style-2023/CDiffMR: Can We Replace the Gaussian Noise with K-Space Undersampling for Fast MRI?https://academic.jhuang.net/publication/huang-cdiffmr-2023/Sun, 01 Oct 2023 00:00:00 +0000https://academic.jhuang.net/publication/huang-cdiffmr-2023/Beyond U: Making Diffusion Models Faster & Lighterhttps://academic.jhuang.net/publication/ordonez-beyond-2023/Fri, 01 Sep 2023 00:00:00 +0000https://academic.jhuang.net/publication/ordonez-beyond-2023/ViGU: Vision GNN U-Net for fast MRIhttps://academic.jhuang.net/publication/huang-vigu-2023/Sat, 01 Apr 2023 00:00:00 +0000https://academic.jhuang.net/publication/huang-vigu-2023/Fast MRI Reconstruction: How Powerful Transformers Are?https://academic.jhuang.net/publication/huang-fast-2022/Fri, 01 Jul 2022 00:00:00 +0000https://academic.jhuang.net/publication/huang-fast-2022/Swin transformer for fast MRIhttps://academic.jhuang.net/publication/huang-swin-2022/Fri, 01 Jul 2022 00:00:00 +0000https://academic.jhuang.net/publication/huang-swin-2022/Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformershttps://academic.jhuang.net/publication/huang-data-2022/Fri, 01 Apr 2022 00:00:00 +0000https://academic.jhuang.net/publication/huang-data-2022/CS$^2$: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Interventionhttps://academic.jhuang.net/publication/xing-cs-2-2022/Sat, 01 Jan 2022 00:00:00 +0000https://academic.jhuang.net/publication/xing-cs-2-2022/Edge-enhanced Dual Discriminator Generative Adversarial Network for Fast MRI with Parallel Imaging Using Multi-view Informationhttps://academic.jhuang.net/publication/huang-edge-enhanced-2022/Sat, 01 Jan 2022 00:00:00 +0000https://academic.jhuang.net/publication/huang-edge-enhanced-2022/Generative Adversarial Network Powered Fast Magnetic Resonance Imaging—Comparative Study and New Perspectiveshttps://academic.jhuang.net/publication/yang-generative-2022/Sat, 01 Jan 2022 00:00:00 +0000https://academic.jhuang.net/publication/yang-generative-2022/Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRIhttps://academic.jhuang.net/publication/huang-swin-2022-1/Sat, 01 Jan 2022 00:00:00 +0000https://academic.jhuang.net/publication/huang-swin-2022-1/FA-GAN: Fused Attentive Generative Adversarial Networks for MRI Image Super-resolutionhttps://academic.jhuang.net/publication/jiang-fa-gan-2021/Fri, 01 Jan 2021 00:00:00 +0000https://academic.jhuang.net/publication/jiang-fa-gan-2021/Improved YOLOv3 Model for Miniature Camera Detectionhttps://academic.jhuang.net/publication/huang-improved-2021/Fri, 01 Jan 2021 00:00:00 +0000https://academic.jhuang.net/publication/huang-improved-2021/Tiny Camera Detection Technology based on Hyper-spectral Imaging Technologyhttps://academic.jhuang.net/publication/wang-tiny-2021/Fri, 01 Jan 2021 00:00:00 +0000https://academic.jhuang.net/publication/wang-tiny-2021/Transfer Learning Enhanced Generative Adversarial Networks for Multi-channel MRI Reconstructionhttps://academic.jhuang.net/publication/lv-transfer-2021/Fri, 01 Jan 2021 00:00:00 +0000https://academic.jhuang.net/publication/lv-transfer-2021/