Akifumi Hagiwara

The Utility of a Convolutional Neural Network for Generating a Myelin Volume Index Map from Rapid Simultaneous Relaxometry Imaging

Yasuhiko Tachibana, Akifumi Hagiwara, Masaaki Hori, 2019, Magnetic resonance in medical sciences : MRMS : an official journal of Japan Society of Magnetic Resonance in Medicine.

深層学習を用いた3D quantitative synthetic MRIに基づくMRA生成［大会長賞記録］

Akifumi Hagiwara, Masaaki Hori, Shohei Fujita, 2020 .

Image Domain Transfer by Deep Learning is Feasible in Multiple Sclerosis Clinical Practice.

Akifumi Hagiwara, Koji Kamagata, Shigeki Aoki, 2020, Investigative radiology.

Review of synthetic MRI in pediatric brains: Basic principle of MR quantification, its features, clinical applications, and limitations.

Akifumi Hagiwara, Masaaki Hori, Koji Kamagata, 2019, Journal of neuroradiology. Journal de neuroradiologie.

"正常"を学習させた機械学習モデルによる脳梗塞病変の検出［大会長賞記録］

Akifumi Hagiwara, Masaaki Hori, Shohei Fujita, 2020 .

Convolutional Neural Networks for Estimation of Myelin Maturation in Infant Brain.

Akifumi Hagiwara, Masaaki Hori, Shohei Fujita, 2019 .

Signal Intensity within Cerebral Venous Sinuses on Synthetic MRI

Julien Cohen-Adad, Osamu Abe, Akifumi Hagiwara, 2019, Magnetic resonance in medical sciences : MRMS : an official journal of Japan Society of Magnetic Resonance in Medicine.

Contrast-enhanced synthetic MRI for the detection of brain metastases

Akifumi Hagiwara, Masaaki Hori, Misaki Nakazawa, 2016, Acta radiologica open.

Synthetic MR Imaging in the Diagnosis of Bacterial Meningitis

Akifumi Hagiwara, Masaaki Hori, Misaki Nakazawa, 2016, Magnetic resonance in medical sciences : MRMS : an official journal of Japan Society of Magnetic Resonance in Medicine.

Myelin Measurement: Comparison Between Simultaneous Tissue Relaxometry, Magnetization Transfer Saturation Index, and T1w/T2w Ratio Methods

Osamu Abe, Akifumi Hagiwara, Masaaki Hori, 2018, Scientific Reports.

Analysis of White Matter Damage in Patients with Multiple Sclerosis via a Novel In Vivo MR Method for Measuring Myelin, Axons, and G-Ratio [Proceedings of the 2017 Young Investigator Award]

Akifumi Hagiwara, Masaaki Hori, Misaki Nakazawa, 2018 .

Synthetic MRI showed increased myelin partial volume in the white matter of a patient with Sturge-Weber syndrome

Akifumi Hagiwara, Masaaki Hori, Shigeki Aoki, 2017, Neuroradiology.