TH
Teng-Yi Huang
Magnetic Resonance ImagingDeep LearningAlgorithmsImage Processing, Computer-Assisteddeep learningArtifactsBrainDeep learningDiffusion Magnetic Resonance ImagingEcho-Planar Imaging
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
57 papers in the corpus · 2002–2026DeepVBM: A fully automatic and efficient voxel-based morphometry via deep learning-based segmentation and registration methods.41638266 · Sun, Pei-Mao, Huang, Teng-Yi, Chuang, Tzu-Chao et al.2026 · 0 citationsMagnetic resonance imaging. 2026;128:110637
Referenceless reduction of spin-echo echo-planar imaging distortion with generative displacement mapping.40407812 · Kuo, Chung-Chin, Huang, Teng-Yi, Lin, Yi-Ru et al.2025 · 0 citationsMagnetic resonance in medicine. 2025;94(4):1763-1778
PACT-3D, a deep learning algorithm for pneumoperitoneum detection in abdominal CT scans.39511229 · Chiu, I-Min, Huang, Teng-Yi, Ouyang, David et al.2024 · 10 citationsNature communications. 2024;15(1):9660
Comparative assessment of established and deep learning-based segmentation methods for hippocampal volume estimation in brain magnetic resonance imaging analysis.38712667 · Wang, Hsi-Chun, Chen, Chia-Sho, Kuo, Chung-Chin et al.2024 · 3 citationsNMR in biomedicine. 2024;37(9):e5169
Virtual MOLLI Target: Generative Adversarial Networks Toward Improved Motion Correction in MRI Myocardial T1 Mapping.38563660 · Pan, Nai-Yu, Huang, Teng-Yi, Yu, Jui-Jung et al.2024 · 2 citationsJournal of magnetic resonance imaging : JMRI. 2025;61(1):209-219
The role of input imaging combination and ADC threshold on segmentation of acute ischemic stroke lesion using U-Net.37095361 · Li, Ya-Hui, Lin, Shao-Chieh, Chung, Hsiao-Wen et al.2023 · 4 citationsEuropean radiology. 2023;33(9):6157-6167
Deriving a robust deep-learning model for subcortical brain segmentation by using a large-scale database: Preprocessing, reproducibility, and accuracy of volume estimation.36419406 · Weng, Jenn-Shiuan, Huang, Teng-Yi2023 · 2 citationsNMR in biomedicine. 2023;36(5):e4880
Single breath-hold MR T1 mapping in the heart: Hybrid MOLLI combining saturation and inversion recovery.36470451 · Yu, Chun-Yang, Huang, Teng-Yi, Chung, Hsiao-Wen2022 · 3 citationsMagnetic resonance imaging. 2023;96:85-92
Deep learning-based classification for lung opacities in chest x-ray radiographs through batch control and sensitivity regulation.36266320 · Chang, I-Yun, Huang, Teng-Yi2022 · 5 citationsScientific reports. 2022;12(1):17597
Improving interobserver agreement and performance of deep learning models for segmenting acute ischemic stroke by combining DWI with optimized ADC thresholds.35201408 · Juan, Chun-Jung, Lin, Shao-Chieh, Li, Ya-Hui et al.2022 · 17 citationsEuropean radiology. 2022;32(8):5371-5381
Improving diagnosing performance for malignant parotid gland tumors using machine learning with multifeatures based on diffusion-weighted magnetic resonance imaging.34738671 · Juan, Chun-Jung, Huang, Teng-Yi, Liu, Yi-Jui et al.2022 · 7 citationsNMR in biomedicine. 2022;35(3):e4642
Categorizing SHR and WKY rats by chi2 algorithm and decision tree.33568725 · Tsai, Ping-Rui, Chen, Kun-Huang, Hong, Tzay-Ming et al.2021 · 21 citationsScientific reports. 2021;11(1):3463
Classification of parotid gland tumors by using multimodal MRI and deep learning.32886955 · Chang, Yi-Ju, Huang, Teng-Yi, Liu, Yi-Jui et al.2021 · 66 citationsNMR in biomedicine. 2021;34(1):e4408
Leveraging Multimodal Deep Learning Architecture with Retina Lesion Information to Detect Diabetic Retinopathy.32855845 · Tseng, Vincent S, Chen, Ching-Long, Liang, Chang-Min et al.2021 · 23 citationsTranslational vision science & technology. 2020;9(2):41
Deriving and validating biomarkers associated with autism spectrum disorders from a large-scale resting-state database.31227769 · Chen, Chia-Min, Yang, Pinchen, Wu, Ming-Ting et al.2020 · 20 citationsScientific reports. 2019;9(1):9043
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge1811.02629v3 · Spyridon Bakas, Mauricio Reyes, Andras Jakab et al.2018 · 1,441 citationsarXivon Valency
Changes in sensorimotor-related thalamic diffusion properties and cerebrospinal fluid hydrodynamics predict gait responses to tap test in idiopathic normal-pressure hydrocephalus.29736847 · Tsai, Ping-Huei, Chen, Yung-Chieh, Chiang, Shih-Wei et al.2019 · 11 citationsEuropean radiology. 2018;28(11):4504-4513
Automatic regional analysis of myocardial native T1 values: left ventricle segmentation and AHA parcellations.28733755 · Huang, Hsiao-Hui, Huang, Chun-Yu, Chen, Chiao-Ning et al.2018 · 7 citationsThe international journal of cardiovascular imaging. 2018;34(1):131-140
Inter-Strain Differences in Default Mode Network: A Resting State fMRI Study on Spontaneously Hypertensive Rat and Wistar Kyoto Rat.26898170 · Huang, Sheng-Min, Wu, Yi-Ling, Peng, Shin-Lei et al.2016 · 40 citationsScientific reports. 2016;6:21697
Reducing signal loss of the parahippocampal gyrus improves imaging of the default-mode network in 3.0-T MRI: the effect of susceptibility-induced field gradients.26510634 · Tseng, Yu-Sheng, Huang, Teng-Yi, Tsai, Shang-Yueh2016 · 1 citationNMR in biomedicine. 2015;28(12):1739-46
A potential risk of overestimating apparent diffusion coefficient in parotid glands.25922948 · Liu, Yi-Jui, Lee, Yi-Hsiung, Chang, Hing-Chiu et al.2016 · 17 citationsPloS one. 2015;10(4):e0124118
Resting-state functional magnetic resonance imaging: the impact of regression analysis.24571121 · Yeh, Chia-Jung, Tseng, Yu-Sheng, Lin, Yi-Ru et al.2015 · 16 citationsJournal of neuroimaging : official journal of the American Society of Neuroimaging. 2015;25(1):117-23
Automatic calibration of trigger delay time for cardiac MRI.24478224 · Huang, Teng-Yi, Tseng, Yu-Sheng, Chuang, Tzu-Chao2014 · 7 citationsNMR in biomedicine. 2014;27(4):417-24
Measuring steady-state cerebral vasomotor reactivity using non-triggered phase-contrast magnetic resonance imaging.24629509 · Juan, Chun-Jung, Liu, Yi-Jui, Huang, Teng-Yi et al.2014 · 0 citationsMagnetic resonance imaging. 2014;32(5):487-90
High spatial resolution brain functional MRI using submillimeter balanced steady-state free precession acquisition.24320535 · Wu, Pei-Hsin, Tsai, Ping-Huei, Wu, Ming-Long et al.2014 · 4 citationsMedical physics. 2013;40(12):122304
Effects of RF profile on precision of quantitative T2 mapping using dual-echo steady-state acquisition.24211187 · Wu, Pei-Hsin, Cheng, Cheng-Chieh, Wu, Ming-Long et al.2014 · 8 citationsMagnetic resonance imaging. 2014;32(1):102-6
Q-ball imaging with PROPELLER EPI acquisition.24038670 · Chou, Ming-Chung, Huang, Teng-Yi, Chung, Hsiao-Wen et al.2014 · 9 citationsNMR in biomedicine. 2013;26(12):1723-32
Fast and fully automatic calibration of frequency offset for balanced steady-state free precession cardiovascular magnetic resonance at 3.0 Tesla.23578191 · Tang, Yu-Wei, Huang, Teng-Yi, Wu, Wen-Chau2015 · 4 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2013;15:32
Correction of geometric distortion in Propeller echo planar imaging using a modified reversed gradient approach.23630654 · Chang, Hing-Chiu, Chuang, Tzu-Chao, Lin, Yi-Ru et al.2013 · 10 citationsQuantitative imaging in medicine and surgery. 2013;3(2):73-81
Inflow-weighted pulmonary perfusion: comparison between dynamic contrast-enhanced MRI versus perfusion scintigraphy in complex pulmonary circulation.23448679 · Lin, Yi-Ru, Tsai, Shang-Yueh, Huang, Teng-Yi et al.2013 · 10 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2013;15:21
Mitigate B₁(+) inhomogeneity by nonlinear gradients and RF shimming.24109880 · Hsu, Yi-Cheng, Chu, Ying-Hua, Chern, I-Liang et al.2014 · 4 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2013;2013:1085-8
Free-breathing MOLLI: application to myocardial T(1) mapping.23231279 · Tsai, Jyun-Ming, Huang, Teng-Yi, Tseng, Yu-Shen et al.2013 · 11 citationsMedical physics. 2012;39(12):7291-302
The cerebral vasomotor response in varying CO(2) concentrations, as evaluated using cine phase contrast MRI: Flow, volume, and cerebrovascular resistance indices.23127048 · Liu, Yi-Jui, Huang, Teng-Yi, Lee, Yi-Hsiung et al.2013 · 6 citationsMedical physics. 2012;39(11):6534-41
Optimization of PROPELLER reconstruction for free-breathing T1-weighted cardiac imaging.22894416 · Huang, Teng-Yi, Tseng, Yu-Shen, Tang, Yu-Wei et al.2012 · 8 citationsMedical physics. 2012;39(8):4896-902
Flow-gated radial phase-contrast imaging in the presence of weak flow.22552864 · Peng, Hsu-Hsia, Huang, Teng-Yi, Wang, Fu-Nien et al.2013 · 1 citationThe international journal of cardiovascular imaging. 2013;29(1):131-40
Self-gated PROPELLER-encoded cine cardiac imaging.22042429 · Wang, Chi-Chung, Huang, Teng-Yi2013 · 9 citationsThe international journal of cardiovascular imaging. 2012;28(6):1477-85
Accelerating EPI distortion correction by utilizing a modern GPU-based parallel computation.21914033 · Yang, Yao-Hao, Huang, Teng-Yi, Wang, Fu-Nien et al.2013 · 2 citationsJournal of neuroimaging : official journal of the American Society of Neuroimaging. 2013;23(2):202-6
Proton resonance frequency shift-weighted imaging for monitoring MR-guided high-intensity focused ultrasound transmissions.21591018 · Chen, Jyun-Wen, Huang, Teng-Yi, Peng, Hsu-Hsia et al.2011 · 2 citationsJournal of magnetic resonance imaging : JMRI. 2011;33(6):1474-81
Accelerating image registration of MRI by GPU-based parallel computation.21531103 · Huang, Teng-Yi, Tang, Yu-Wei, Ju, Shiun-Ying2011 · 32 citationsMagnetic resonance imaging. 2011;29(5):712-6
Real-time feedback optimization of z-shim gradient for automatic compensation of susceptibility-induced signal loss in EPI.21256230 · Tang, Yu-Wei, Huang, Teng-Yi2011 · 7 citationsNeuroImage. 2011;55(4):1587-92
Optimized parallel imaging for dynamic PC-MRI with multidirectional velocity encoding.20665791 · Peng, Hsu-Hsia, Bauer, Simon, Huang, Teng-Yi et al.2011 · 13 citationsMagnetic resonance in medicine. 2010;64(2):472-80
Stimulated echo induced misestimates on diffusion tensor indices and its remedy.20512910 · Chuang, Tzu-Chao, Wu, Ming-Ting, Huang, Teng-Yi et al.2010 · 2 citationsJournal of magnetic resonance imaging : JMRI. 2010;31(6):1522-9
Simultaneous temperature and magnetization transfer (MT) monitoring during high-intensity focused ultrasound (HIFU) treatment: preliminary investigation on ex vivo porcine muscle.19630078 · Peng, Hsu-Hsia, Huang, Teng-Yi, Tseng, Wen-Yih Isaac et al.2009 · 11 citationsJournal of magnetic resonance imaging : JMRI. 2009;30(3):596-605
Are the local blood oxygen level-dependent (BOLD) signals caused by neural stimulation response dependent on global BOLD signals induced by hypercapnia in the functional MR imaging experiment? Experiments of long-duration hypercapnia and multilevel carbon dioxide concentration.17569947 · Liu, Y J, Juan, C J, Chen, C Y et al.2007 · 14 citationsAJNR. American journal of neuroradiology. 2007;28(6):1009-14
T2 measurement of the human myocardium using a T2-prepared transient-state TrueFISP sequence.17457877 · Huang, Teng-Yi, Liu, Yi-Jui, Stemmer, Alto et al.2007 · 135 citationsMagnetic resonance in medicine. 2007;57(5):960-6
Frequency stabilization using infinite impulse response filtering for SSFP fMRI at 3T.17260379 · Wu, Ming-Long, Wu, Pei-Hsin, Huang, Teng-Yi et al.2007 · 18 citationsMagnetic resonance in medicine. 2007;57(2):369-79
PROPELLER-EPI with parallel imaging using a circularly symmetric phased-array RF coil at 3.0 T: application to high-resolution diffusion tensor imaging.17051531 · Chuang, Tzu-Chao, Huang, Teng-Yi, Lin, Fa-Hsuan et al.2007 · 45 citationsMagnetic resonance in medicine. 2006;56(6):1352-8
Temporal correlation-based dynamic contrast-enhanced MR imaging improves assessment of complex pulmonary circulation in congenital heart disease.16902978 · Tsai, Shang-Yueh, Wu, Ming-Ting, Lin, Yi-Ru et al.2006 · 10 citationsMagnetic resonance in medicine. 2006;56(3):517-26
Tensor deflection (TEND) tractography with adaptive subvoxel stepping.16786583 · Chou, Ming-Chung, Wu, Ming-Long, Chen, Cheng-Yu et al.2006 · 11 citationsJournal of magnetic resonance imaging : JMRI. 2006;24(2):451-8
PROPELLER EPI: an MRI technique suitable for diffusion tensor imaging at high field strength with reduced geometric distortions.16206142 · Wang, Fu-Nien, Huang, Teng-Yi, Lin, Fa-Hsuan et al.2006 · 126 citationsMagnetic resonance in medicine. 2005;54(5):1232-40
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