Deep-learning saturation transfer magnetic resonance fingerprinting (ST-MRF) in patients with Parkinson's disease.

Hye-Young Heo

Jannik Prasuhn Munendra Singh Sultan Z. Mahmud Nirbhay N. Yadav Ted M. Dawson Kelly A. Mills Peter C. M. van Zijl Hye-Young Heo Deep-learning saturation transfer magnetic resonance fingerprinting (ST-MRF) in patients with Parkinson's disease. 2026 121975 334 NeuroImage https://doi.org/10.1016/j.neuroimage.2026.121975 db/journals/neuroimage/neuroimage334.html#PrasuhnSMYDMZH26 streams/journals/neuroimage

Swee Qi Pan Yan Chai Hum Khin Wee Lai Wun-She Yap Yi Zhang Hye-Young Heo Yee Kai Tee Artificial intelligence in chemical exchange saturation transfer magnetic resonance imaging. 210 2025 July 58 Artif. Intell. Rev. 7 https://doi.org/10.1007/s10462-025-11227-5 db/journals/air/air58.html#PanHLYZHT25 streams/journals/air

Beomgu Kang Hye-Young Heo HyunWook Park Only-Train-Once MR Fingerprinting for Magnetization Transfer Contrast Quantification. 387-396 2022 MICCAI (6) https://doi.org/10.1007/978-3-031-16446-0_37 conf/miccai/2022-6 db/conf/miccai/miccai2022-6.html#KangHP22

Byungjai Kim Michael Schär HyunWook Park Hye-Young Heo A deep learning approach for magnetization transfer contrast MR fingerprinting and chemical exchange saturation transfer imaging. 117165 2020 221 NeuroImage https://doi.org/10.1016/j.neuroimage.2020.117165 https://www.wikidata.org/entity/Q97559221 db/journals/neuroimage/neuroimage221.html#KimSPH20

Hye-Young Heo Zheng Han Shanshan Jiang 0002 Michael Schär Peter C. M. van Zijl Jinyuan Zhou Quantifying amide proton exchange rate and concentration in chemical exchange saturation transfer imaging of the human brain. 202-213 2019 189 NeuroImage https://doi.org/10.1016/j.neuroimage.2019.01.034 https://www.wikidata.org/entity/Q91092159 db/journals/neuroimage/neuroimage189.html#HeoHJSZZ19

Shruti Agarwal Haris I. Sair Raag D. Airan Jun Hua Craig K. Jones Hye-Young Heo Alessandro Olivi Martin A. Lindquist James J. Pekar Jay J. Pillai Demonstration of Brain Tumor-Induced Neurovascular Uncoupling in Resting-State fMRI at Ultrahigh Field. 267-272 2016 6 Brain Connect. 4 https://doi.org/10.1089/brain.2015.0402 https://www.wikidata.org/entity/Q41850681 db/journals/brain/brain6.html#AgarwalSAHJHOLP16

Hye-Young Heo John A. Wemmie Daniel Thedens Vincent Magnotta Evaluation of activity-dependent functional pH and T<sub>1ρ</sub> response in the visual cortex. 336-343 2014 95 NeuroImage https://doi.org/10.1016/j.neuroimage.2014.01.042 https://www.wikidata.org/entity/Q87214197 db/journals/neuroimage/neuroimage95.html#HeoWTM14

Shruti Agarwal Raag D. Airan Ted M. Dawson Zheng Han Jun Hua Yan Chai Hum Shanshan Jiang 0002 Craig K. Jones Beomgu Kang Byungjai Kim Khin Wee Lai Martin A. Lindquist Vincent Magnotta Sultan Z. Mahmud Kelly A. Mills Alessandro Olivi Swee Qi Pan Hyun Wook ParkHyunWook Park James J. Pekar Jay J. Pillai Jannik Prasuhn Haris I. Sair Michael Schär Munendra Singh Yee Kai Tee Daniel Thedens John A. Wemmie Nirbhay N. Yadav Wun-She Yap Yi Zhang Jinyuan Zhou Peter C. M. van Zijl