Faculty

Institution

Unit

Venue

Zhi-Pei Liang

Professor

UIUC

Affiliations

The Grainger College of Engineering

Bioengineering

Department of Bioengineering

Department of Electrical and Computer Engineering

Electrical & Computer Engineering

Zhi-pei Liang is currently serving as a Bioengineering Professor at Uiuc.

Honors

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Experiences

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Education

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Zhi-Pei Liang

UIUC

Professor

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biomedical imaging radiology medical imaging medical image computing computational imaging digital image processing magnetic resonance imaging neuroimaging image reconstruction neuroscience functional imaging inverse problems reconstruction techniques image analysis biological imaging neuroradiology advanced imaging applied mathematics brain imaging biomedical engineering magnetic resonance spectroscopy signal reconstruction medical image analysis signal processing magnetic resonance image representation neuroimaging biomarkers speech processing image denoising cardiovascular imaging biomedical analysis speech communication cerebral blood flow sparse representations spatial resolution neuroimaging modality speech acoustics compressive sensing speech science cancer imaging image registration information fusion image restoration spectral imaging speech production field inhomogeneity regularization (mathematics) tissue imaging translational imaging generalized series neurolinguistics pet-mri novel imaging methods data acquisition new scheme basis functions dynamic imaging sparse sampling spoken language technology medical physics blood flow quantitative phase imaging super-resolution imaging 3d imaging partial separability mutual information mrsi data shape modeling shape analysis deformation reconstruction real-time cardiac mri bloch equation edge constraints mr image reconstruction water/fat separation joint partial separability pattern recognition imaging spectroscopy

Notable Scholarly Works

Notable Federal Grants

Collaborators

Altered Acute Metabolic Response to Muscle Stimulation in Muscular Dystrophic Mice Observed by Phosphorus-31 Magnetic Resonance Spectroscopy and Fingerprinting. Journal of Applied Physiology (2025)

Kihwan KimYudu LiLauren G KochZhi-Pei LiangXin Yu

physiologymuscular dystrophiesenergy metabolismrecovery rateapplied physiologymuscle functionskeletal muscleexercise physiologymolecular metabolismmetabolic statemusculoskeletal disorderspcr recovery ratemetabolismmuscle stimulationbiochemistry

Associations Between Aβ Deposition and Neurometabolic Alterations in Alzheimer's Disease: Insights From Hybrid 3D Mrsi‐Pet Imaging. Alzheimer s & Dementia (2025)

Miao ZhangJialin HuYaoyu ZhangZiyu MengYibo ZhaoYudu LiWen JinXiao‐Hang QianLijun WangGuanyu YeXu‐Feng JiangYa‐Dong LiJian YeHuidong TangJun LiuParashkev NachevZhi‐Pei LiangBiao LiYao Li

neurologybrain pathologybiomedical imagingdiagnostic accuracyneuroimaging biomarkersneuroimagingbrain imagingpet biomarkersneuroradiologyneurochemical biomarkersmolecular neurodegenerationneuroscience of agingalzheimer's diseasehybrid 3dneuroscienceneurodegenerative diseases

High-Resolution Brain Metabolic Imaging at Ultrahigh Field Using Extended Spatiospectral Encoding and Subspace Modeling. IEEE Transactions on Biomedical Engineering (2025)

Rong GuoYudu LiYibo ZhaoWen JinYuhui ChaiAaron AndersonWael HassaneenBruce DamonTracey WszalekYao LiHannes M. WiesnerXiao-Hong ZhuWei ChenBradley P. SuttonZhi-Pei Liang

computational imagingmagnetic resonance imagingradiologymagnetic resonance spectroscopyadvanced imagingfunctional imagingneuroimagingneuroradiologymedical imagingmedical image computingbiological imagingsubspace learningbiomedical imagingmetabolic profilingbrain metabolismneurosciencehigh spatial resolution

Information-Theoretic Analysis of Multimodal Image Translation. IEEE Transactions on Medical Imaging (2025)

Ruihao LiuYudu LiYao LiYiping P. DuZhi-Pei Liang

computational imagingimage translationmultimodal translationradiologymultimodal image translationmutual informationmedical imagingbiostatisticsmedical image computingdigital image processingimage analysismultimodal learningbiomedical imagingmedical image analysismultimedia information processingimage representation

Phase Correction of Mr Spectroscopic Imaging Data Using Model-Based Signal Estimation and Extrapolation. IEEE Transactions on Biomedical Engineering (2025)

Wen JinRong GuoYudu LiYibo ZhaoXin LiXiao-Hong ZhuWei ChenZhi-Pei Liang

computational imagingmagnetic resonance imagingphase correctionbiophysicsradiologymagnetic resonancemagnetic resonance spectroscopyacquisition dead timemedical imagingspectroscopyabsorption-mode spectrabiomedical imaging

Quantitative Mapping of Key Glucose Metabolic Rates in the Human Brain Using Dynamic Deuterium Magnetic Resonance Spectroscopic Imaging (Dmrsi). PNAS Nexus (2025)

Xin LiXiao-Hong ZhuYudu LiTao WangGuangle ZhangHannes M WiesnerZhi-Pei LiangWei Chen

magnetic resonance imagingdeuterium-labeled glucosebiomedical imagingradiologymagnetic resonance spectroscopyfunctional imagingneuroimagingbrain imagingneuroradiologymultiple metabolic pathwaysbiological imagingmetabolismmetabolic profilingquantitative mappingneuroscience

Ultrafast J-Resolved Magnetic Resonance Spectroscopic Imaging for High-Resolution Metabolic Brain Imaging. Nature Biomedical Engineering (2025)

Yibo ZhaoYudu LiWen JinRong GuoChao MaWeijun TangYao LiGeorges El FakhriZhi-Pei Liang

magnetic resonance imagingbiophysicsmagnetic resonance spectroscopymagnetic resonancefunctional imagingneuroimagingbrain imagingspectroscopybiological imagingbiomedical imagingneuroscience

Unsupervised Brain Lesion Segmentation Using Posterior Distributions Learned by Subspace-Based Generative Model. IEEE Transactions on Medical Imaging (2025)

Huixiang ZhuangYue GuanYi DingChang XuZijun ChengYuhao MaRuihao LiuZiyu MengCao LiYao LiZhi-Pei Liang

brain lesion segmentationimage segmentationneuroimaginglesion segmentationdeep learningbayesian analysismedical image computingmachine learning researchimage analysisdata sciencegenerative modelssubspace-based generative modelmedical image analysismachine learningneuroscience

3D High-Resolution T1 Mapping of Brain Metabolites. Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition (2024)

Yibo ZhaoRong GuoYudu LiWen JinYao LiJie LuoZhi-Pei Liang

neurologyradiologyneuroimaging biomarkersneuroimagingbrain imagingneuroradiologymedical imagingmedical image computinghigh-resolution t1 mappingbiological imagingbrain mappingbiomedical imagingt1 valuesneurosciencebrain metabolites

Accelerated 3D Metabolite T1 Mapping Using Variable-Flip-Angle Fid Mrsi. Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition (2024)

Yibo ZhaoRong GuoYudu LiWen JinBrad SuttonChao MaGeorges FakhriYao LiJie LuoZhi-Pei Liang

computational imagingradiologytranslational imagingbiomedical engineeringadvanced imaging3d imagingmetabolite t1 mappingmedical imagingaccelerated 3dmedical image computingbiomedical analysisbiological imagingt1 correctionbiomedical imagingmetabolic profiling

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Zhi-Pei Liang

Professor

UIUC

Affiliations

The Grainger College of Engineering

Bioengineering

Department of Bioengineering

Department of Electrical and Computer Engineering

Electrical & Computer Engineering

Zhi-pei Liang is currently serving as a Bioengineering Professor at Uiuc.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Zhi-Pei Liang

UIUC

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Altered Acute Metabolic Response to Muscle Stimulation in Muscular Dystrophic Mice Observed by Phosphorus-31 Magnetic Resonance Spectroscopy and Fingerprinting. Journal of Applied Physiology (2025)

Kihwan KimYudu LiLauren G KochZhi-Pei LiangXin Yu

Associations Between Aβ Deposition and Neurometabolic Alterations in Alzheimer's Disease: Insights From Hybrid 3D Mrsi‐Pet Imaging. Alzheimer s & Dementia (2025)

Miao ZhangJialin HuYaoyu ZhangZiyu MengYibo ZhaoYudu LiWen JinXiao‐Hang QianLijun WangGuanyu YeXu‐Feng JiangYa‐Dong LiJian YeHuidong TangJun LiuParashkev NachevZhi‐Pei LiangBiao LiYao Li

High-Resolution Brain Metabolic Imaging at Ultrahigh Field Using Extended Spatiospectral Encoding and Subspace Modeling. IEEE Transactions on Biomedical Engineering (2025)

Rong GuoYudu LiYibo ZhaoWen JinYuhui ChaiAaron AndersonWael HassaneenBruce DamonTracey WszalekYao LiHannes M. WiesnerXiao-Hong ZhuWei ChenBradley P. SuttonZhi-Pei Liang

Information-Theoretic Analysis of Multimodal Image Translation. IEEE Transactions on Medical Imaging (2025)

Ruihao LiuYudu LiYao LiYiping P. DuZhi-Pei Liang

Phase Correction of Mr Spectroscopic Imaging Data Using Model-Based Signal Estimation and Extrapolation. IEEE Transactions on Biomedical Engineering (2025)

Wen JinRong GuoYudu LiYibo ZhaoXin LiXiao-Hong ZhuWei ChenZhi-Pei Liang

Quantitative Mapping of Key Glucose Metabolic Rates in the Human Brain Using Dynamic Deuterium Magnetic Resonance Spectroscopic Imaging (Dmrsi). PNAS Nexus (2025)

Xin LiXiao-Hong ZhuYudu LiTao WangGuangle ZhangHannes M WiesnerZhi-Pei LiangWei Chen

Ultrafast J-Resolved Magnetic Resonance Spectroscopic Imaging for High-Resolution Metabolic Brain Imaging. Nature Biomedical Engineering (2025)

Yibo ZhaoYudu LiWen JinRong GuoChao MaWeijun TangYao LiGeorges El FakhriZhi-Pei Liang

magnetic resonance imagingbiophysicsmagnetic resonance spectroscopymagnetic resonancefunctional imagingneuroimagingbrain imagingspectroscopybiological imagingbiomedical imagingneuroscience

Unsupervised Brain Lesion Segmentation Using Posterior Distributions Learned by Subspace-Based Generative Model. IEEE Transactions on Medical Imaging (2025)

Huixiang ZhuangYue GuanYi DingChang XuZijun ChengYuhao MaRuihao LiuZiyu MengCao LiYao LiZhi-Pei Liang

Yibo ZhaoRong GuoYudu LiWen JinYao LiJie LuoZhi-Pei Liang

Yibo ZhaoRong GuoYudu LiWen JinBrad SuttonChao MaGeorges FakhriYao LiJie LuoZhi-Pei Liang

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