医学部附属病院

研究キーワード

頚椎症性脊髄症 ,後縦靭帯骨化症 ,人工知能 ,脊髄MRI

研究分野

ライフサイエンス / 整形外科学 / 脊髄損傷

経歴

12 >

2018年4月

-

現在

千葉大学医学部附属病院整形外科助教

2017年4月

-

2018年3月

国保旭中央病院整形外科

2016年4月

-

2017年3月

Vanderbilt University Institute of Imaging Science

2013年4月

-

2016年3月

千葉大学医学部附属病院整形外科

2008年4月

-

2013年3月

後期研修（千葉大学関連病院）

学歴

2013年4月

-

2016年3月

千葉大学大学院医学薬学府博士課程（先端医学薬学専攻）修了

1999年4月

-

2006年3月

千葉大学医学部

受賞

12 >

2021年10月

第30回日本脊椎インストゥルメンテーション学会, 最優秀口演賞,機械学習を用いた頚椎後縦靭帯骨化症の手術の予後予測モデルの構築 - AMED・厚労科研研究班多施設前向き研究-
牧聡、吉井俊貴古矢丈雄江川聡坂井顕一郎中川幸洋國府田正雄大鳥精司山崎正志大川淳

2020年9月

第53回日本整形外科学会骨・軟部腫瘍学術集会, 優秀口演賞,MRI画像による深層学習を用いた転移性脊椎腫瘍と骨粗鬆症性椎体骨折の鑑別
牧聡

2020年

The International Spinal Cord Society 59th Annual Scientific Meeting 2020, Early Career Scholar Award,A deep convolutional neural network with performance comparable to radiologists for differentiating between spinal schwannoma and meningioma
Satoshi Maki

2019年8月

第8回 JASA(Japan association of Spine Surgeons with Ambitious), Best presenter award,人工知能を用いた脊髄硬膜内髄外腫瘍（神経鞘腫と髄膜腫）の鑑別

2015年11月

第50回日本脊髄障害医学会, 学会奨励賞,脊髄のDiffusion Tensor Imagingは頚椎圧迫性脊髄症の歩行障害を反映する
牧聡

論文

Detecting Distal Radial Fractures from Wrist Radiographs Using a Deep Convolutional Neural Network with an Accuracy Comparable to Hand Orthopedic Surgeons.

Takeshi Suzuki Satoshi Maki Takahiro Yamazaki Hiromasa Wakita Yasunari Toguchi Manato Horii Tomonori Yamauchi Koui Kawamura Masaaki Aramomi Hiroshi Sugiyama Yusuke Matsuura Takeshi Yamashita Sumihisa Orita Seiji Ohtori

Journal of digital imaging 35(1) 39-46 2021年12月

In recent years, fracture image diagnosis using a convolutional neural network (CNN) has been reported. The purpose of the present study was to evaluate the ability of CNN to diagnose distal radius fractures (DRFs) using frontal and lateral wrist ...

A Deep Convolutional Neural Network Using MRI: Automated Differentiation between Osteoporotic Vertebral Fracture and Vertebral Compression Fractures Due to Spinal Metastasis.

Takafumi Yoda Satoshi Maki Takeo Furuya Hajime Yokota Koji Matsumoto Hiromitsu Takaoka Takuya Miyamoto Sho Okimatsu Yasuhiro Shiga Kazuhide Inage Sumihisa Orita Yawara Eguchi Takeshi Yamashita Yoshitada Masuda Takashi Uno Seiji Ohtori

Spine 47(8) E347-E352 2021年12月

STUDY DESIGN: Retrospective study of magnetic resonance imaging (MRI). OBJECTIVES: To assess the ability of a convolutional neural network (CNN) model to differentiate osteoporotic vertebral fractures (OVFs) and malignant vertebral compression fra...

Machine Learning Approach in Predicting Clinically Significant Improvements After Surgery in Patients with Cervical Ossification of the Posterior Longitudinal Ligament.

Satoshi Maki Takeo Furuya Toshitaka Yoshii Satoru Egawa Kenichiro Sakai Kazuo Kusano Yukihiro Nakagawa Takashi Hirai Kanichiro Wada Keiichi Katsumi Kengo Fujii Atsushi Kimura Narihito Nagoshi Tsukasa Kanchiku Yukitaka Nagamoto Yasushi Oshima Kei Ando Masahiko Takahata Kanji Mori Hideaki Nakajima Kazuma Murata Shunji Matsunaga Takashi Kaito Kei Yamada Sho Kobayashi Satoshi Kato Tetsuro Ohba Satoshi Inami Shunsuke Fujibayashi Hiroyuki Katoh Haruo Kanno Shiro Imagama Masao Koda Yoshiharu Kawaguchi Katsushi Takeshita Morio Matsumoto Seiji Ohtori Masashi Yamazaki Atsushi Okawa

Spine 2021年5月

STUDY DESIGN: A retrospective analysis of prospectively collected data. OBJECTIVE: This study aimed to create a prognostic model for surgical outcomes in patients with cervical ossification of the posterior longitudinal ligament (OPLL) using machi...

Multi-shot acquisitions for stimulus-evoked spinal cord BOLD fMRI.

Robert L Barry Benjamin N Conrad Satoshi Maki Jennifer M Watchmaker Lydia J McKeithan Bailey A Box Quinn R Weinberg Seth A Smith John C Gore

Magnetic resonance in medicine 85(4) 2016-2026 2021年4月

PURPOSE: To demonstrate the feasibility of 3D multi-shot magnetic resonance imaging acquisitions for stimulus-evoked blood oxygenation level dependent (BOLD) functional magnetic resonance imaging (fMRI) in the human spinal cord in vivo. METHODS: T...

Minimally displaced unilateral facet fracture of cervical spine can lead to spinal cord injury: a report of two cases.

Satoshi Maki Mitsuhiro Kitamura Takeo Furuya Takuya Miyamoto Sho Okimatsu Yasuhiro Shiga Kazuhide Inage Sumihisa Orita Yawara Eguchi Seiji Ohtori

BMC musculoskeletal disorders 22(1) 168-168 2021年2月

BACKGROUND: According to most of the commonly used classification systems for subaxial spine injuries, unilateral and minimally displaced facet fractures without any sign of a spinal cord injury would be directed to non-operative management. Howev...

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