-
博士(障害科学)(東北大学)
-
修士(教育学)(東北師範大学)
Details of the Researcher
Research History 5
-
2024/04 - PresentTohoku University Head Office of Enterprise Partnerships
-
2022/04 - 2025/03Waseda University Advanced Research Center for Human Sciences
-
2022/06 - 2024/03Tohoku University Graduate School of Biomedical Engineering
-
2022/10 - PresentNortheast Normal University
-
2021/10 - 2022/05Tohoku University Graduate School of Biomedical Engineering
Education 1
-
Tohoku University Graduate School of Medicine Department of Disability Science
2018/10 - 2021/09
Committee Memberships 2
-
PLOS One Academic Editor
2025/05 - Present
-
Sports Medicine and Health Science Young Editorial Board Member
2024/07 - Present
Research Interests 4
-
Sports medicine
-
Domain identification in spatial transcriptomics
-
AI-assisted antibody design
-
医療画像
Research Areas 3
-
Informatics / Computational science /
-
Informatics / Biological, health, and medical informatics /
-
Life sciences / Biomedical engineering /
Awards 3
-
Competition Master (Top 500 /200,000)
2023/06 Kaggle
-
金メダル
2023/06 Kaggle Image Matching Challenge
-
銅メダル(単独)
2022/12 Kaggle DFL - Bundesliga Data Shootout
Papers 28
-
Adversarially trained RTMpose: A high-performance, non-contact method for detecting Genu valgum in adolescents. International-journal Peer-reviewed
Shichun He, Meiqi Wei, Deyu Meng, Zongnan Lv, Hongzhi Guo, Guang Yang, Ziheng Wang
Computers in biology and medicine 183 109214-109214 2024/12
DOI: 10.1016/j.compbiomed.2024.109214
-
stBERT: A Pretrained Model for Spatial Domain Identification of Spatial Transcriptomics. Peer-reviewed
Ziheng Wang, Xinhe Li, Hiroaki Takada, Ryoichi Nagatomi
IEEE Access 12 149814-149825 2024
DOI: 10.1109/ACCESS.2024.3479153
-
AbGraftBERT: Enhancing Antibody Design Through Self-Grafting and Amino Acid-Based Perturbation of Pre- Trained Language Models. Peer-reviewed
Ziheng Wang, Xinhe Li, Ying Xie, Zeyu Wen, Ruinian Jin, Hiroaki Takada, Ryoichi Nagatomi
IEEE Access 12 87438-87450 2024
DOI: 10.1109/ACCESS.2024.3416461
-
SMESwin Unet: Merging CNN and Transformer for Medical Image Segmentation Peer-reviewed
Ziheng Wang, Xiongkuo Min, Fangyu Shi, Ruinian Jin, Saida S. Nawrin, Ichen Yu, Ryoichi Nagatomi
MICCAI 2022 13435 LNCS 517-526 2022
DOI: 10.1007/978-3-031-16443-9_50
ISSN: 0302-9743
eISSN: 1611-3349
-
Low Back Pain Exacerbation Is Predictable Through Motif Identification in Center of Pressure Time Series Recorded During Dynamic Sitting. International-journal Peer-reviewed
Ziheng Wang, Keizo Sato, Saida Salima Nawrin, Namareq Salah Widatalla, Yoshitaka Kimura, Ryoichi Nagatomi
Frontiers in physiology 12 696077-696077 2021
DOI: 10.3389/fphys.2021.696077
-
Smoking initiation as a mediator: investigating the causal relationship between sedentary lifestyles and cannabis use disorder through Mendelian randomization Peer-reviewed
Deyu Meng, Meiqi Wei, Shichun He, Zongnan Lv, Hongtu Zhang, Guang Yang, Ziheng Wang
Journal of Addictive Diseases 2025/07/09
DOI: 10.1080/10550887.2025.2516290
-
Imitation of complex whole-body sequence in profoundly hearing-impaired adolescents Peer-reviewed
Yukako Fukase, Ziheng Wang, So Endo, Haruki Momma, Ryoichi Nagatomi
Human Movement Science 101 103364-103364 2025/06
Publisher: Elsevier BVDOI: 10.1016/j.humov.2025.103364
ISSN: 0167-9457
-
Effect of color visual stimulation by colored glass lenses on postural control. International-journal Peer-reviewed
Wenyu Zhang, Hiroaki Takada, Manuel Hettmannsperger, János Négyesi, Ziheng Wang, Ryoichi Nagatomi
Scientific reports 15 (1) 7027-7027 2025/02/27
DOI: 10.1038/s41598-025-88102-4
-
Comparative effects of Health Qigong and closed motor exercise on the physical and mental health of female drug rehabilitation participants: a randomized controlled trial. International-journal Peer-reviewed
Guang Yang, Deyu Meng, Shichun He, Meiqi Wei, Man Li, Lu Zhang, Zhendong Pan, Ziheng Wang
BMC complementary medicine and therapies 25 (1) 38-38 2025/02/04
DOI: 10.1186/s12906-025-04797-y
-
Investigating the efficacy of AI-enhanced telerehabilitation in sarcopenic older individuals. International-journal Peer-reviewed
Meiqi Wei, Deyu Meng, Shichun He, Zongnan Lv, Hongzhi Guo, Guang Yang, Ziheng Wang
European geriatric medicine 16 (1) 115-123 2025/02
DOI: 10.1007/s41999-024-01082-y
-
Knock-knee diagnosis in Chinese adolescents: Expert evaluation and defensive strategies in image analysis - A population study. International-journal Peer-reviewed
Meiqi Wei, Zongnan Lv, Deyu Meng, Shichun He, Guang Yang, Ziheng Wang
Computers in biology and medicine 185 109513-109513 2025/02
DOI: 10.1016/j.compbiomed.2024.109513
-
White Box Modeling of Self-Determined Sequence Exercise Program Among Sarcopenic Older Adults: Uncovering a Novel Strategy Overcoming Decline of Skeletal Muscle Area Peer-reviewed
Meqi Wei, Shichun He, Deyu Meng, Zongnan Lv, Hongzhi Guo, Guang Yang, Ziheng Wang
Journal of Aging and Physical Activity 2025
-
Evaluating the efficacy of AI-enhanced 3D human pose estimation in telerehabilitation for older adults with sarcopenia Peer-reviewed
Deyu Meng, Meiqi Wei, Shichun He, Zongnan Lv, Jianqiang Guan, Guang Yang, Ziheng Wang
Sport Sciences for Health 2025
DOI: 10.1007/s11332-025-01336-7
ISSN: 1824-7490
eISSN: 1825-1234
-
Impact of structured exercise interventions on health outcomes in drug rehabilitation patients: a comparative study of open and closed exercises. International-journal Peer-reviewed
Meiqi Wei, Shichun He, Deyu Meng, Man Li, Lu Zhang, Zhendong Pan, Guang Yang, Ziheng Wang
Journal of addictive diseases 1-11 2024/12/05
DOI: 10.1080/10550887.2024.2431375
-
Quantifying the Enhancement of Sarcopenic Skeletal Muscle Preservation Through a Hybrid Exercise Program: Randomized Controlled Trial. International-journal Peer-reviewed
Hongzhi Guo, Jianwei Cao, Shichun He, Meiqi Wei, Deyu Meng, Ichen Yu, Ziyi Wang, Xinyi Chang, Guang Yang, Ziheng Wang
JMIR aging 7 e58175 2024/11/15
DOI: 10.2196/58175
-
Enhanced predicting genu valgum through integrated feature extraction: Utilizing ChatGPT with body landmarks Peer-reviewed
Deyu Meng, Shichun He, Meiqi Wei, Zongnan Lv, Hongzhi Guo, Guang Yang, Ziheng Wang
Biomedical Signal Processing and Control 97 2024/11
DOI: 10.1016/j.bspc.2024.106676
ISSN: 1746-8094
eISSN: 1746-8108
-
Causal effect of physical activity and sedentary behavior on the risk of alcohol dependence: A bidirectional two-sample Mendelian randomization study. International-journal Peer-reviewed
Meiqi Wei, Deyu Meng, Shichun He, Hongzhi Guo, Guang Yang, Ziheng Wang
Alcohol (Fayetteville, N.Y.) 120 15-24 2024/11
DOI: 10.1016/j.alcohol.2024.05.002
-
Proposal and validation of a new approach in tele-rehabilitation with 3D human posture estimation: a randomized controlled trial in older individuals with sarcopenia. International-journal Peer-reviewed
Shichun He, Deyu Meng, Meiqi Wei, Hongzhi Guo, Guang Yang, Ziheng Wang
BMC geriatrics 24 (1) 586-586 2024/07/08
DOI: 10.1186/s12877-024-05188-7
-
Changes in standing stability when wearing different colored glasses cannot be determined by participants' subjective preference - A crossover randomized single-blinded pilot study. International-journal Peer-reviewed
János Négyesi, Wenyu Zhang, Ziheng Wang, Ryoichi Nagatomi
Gait & posture 112 108-114 2024/07
DOI: 10.1016/j.gaitpost.2024.04.030
-
Self-determined sequence exercise program for elderly with sarcopenia: A Randomized controlled trial with clinical assistance from explainable artificial intelligence. International-journal Peer-reviewed
Shichun He, Meiqi Wei, Deyu Meng, Ziyi Wang, Guang Yang, Ziheng Wang
Archives of gerontology and geriatrics 119 105317-105317 2024/04
DOI: 10.1016/j.archger.2023.105317
-
Erratum to: Hybrid Exercise Program Enhances Physical Fitness and Reverses Frailty in Older Adults: Insights and Predictions from Machine Learning. International-journal Peer-reviewed
M Wei, S He, D Meng, Guang Yang, Ziheng Wang
The journal of nutrition, health & aging 27 (10) 903-903 2023/09/23
DOI: 10.1007/s12603-023-2004-z
-
Body landmarks and genetic algorithm-based approach for non-contact detection of head forward posture among Chinese adolescents: revitalizing machine learning in medicine. International-journal Peer-reviewed
Guang Yang, Shichun He, Deyu Meng, Meiqi Wei, Jianwei Cao, Hongzhi Guo, He Ren, Ziheng Wang
BMC medical informatics and decision making 23 (1) 179-179 2023/09/11
DOI: 10.1186/s12911-023-02285-2
-
Effect of Physical Activity/Exercise on Cardiorespiratory Fitness in Children and Adolescents with Type 1 Diabetes: A Scoping Review. International-journal Peer-reviewed
Xinyi Chang, Ziheng Wang, Hongzhi Guo, Yinghan Xu, Atsushi Ogihara
International journal of environmental research and public health 20 (2) 2023/01/12
-
The Effectiveness of a Hybrid Exercise Program on the Physical Fitness of Frail Elderly. International-journal Invited Peer-reviewed
Ziyi Wang, Deyu Meng, Shichun He, Hongzhi Guo, Zhibo Tian, Meiqi Wei, Guang Yang, Ziheng Wang
International journal of environmental research and public health 19 (17) 2022/09/04
-
Hybrid Exercise Program for Sarcopenia in Older Adults: The Effectiveness of Explainable Artificial Intelligence-Based Clinical Assistance in Assessing Skeletal Muscle Area. International-journal Invited Peer-reviewed
Meiqi Wei, Deyu Meng, Hongzhi Guo, Shichun He, Zhibo Tian, Ziyi Wang, Guang Yang, Ziheng Wang
International journal of environmental research and public health 19 (16) 2022/08/12
-
Effectiveness of a Hybrid Exercise Program on the Physical Abilities of Frail Elderly and Explainable Artificial-Intelligence-Based Clinical Assistance. International-journal Invited Peer-reviewed
Deyu Meng, Hongzhi Guo, Siyu Liang, Zhibo Tian, Ran Wang, Guang Yang, Ziheng Wang
International journal of environmental research and public health 19 (12) 2022/06/07
-
Biosignal processing methods to explore the effects of side-dominance on patterns of bi- and unilateral standing stability in healthy young adults. International-journal Peer-reviewed
János Négyesi, Bálint Petró, Diane Nabil Salman, Ahsan Khandoker, Péter Katona, Ziheng Wang, Anfal Ibrahim Sanqour Qambar Almaazmi, Tibor Hortobágyi, Márk Váczi, Kristóf Rácz, Zsófia Pálya, László Grand, Rita M Kiss, Ryoichi Nagatomi
Frontiers in physiology 13 965702-965702 2022
DOI: 10.3389/fphys.2022.965702
-
The effect of jazz dance on physical and mental health of students with different physical fitness. International-journal Peer-reviewed
Ziheng Wang, Guanghui An, Wanting Zhang, Guang Yang
The Journal of sports medicine and physical fitness 59 (5) 880-885 2019/05
DOI: 10.23736/S0022-4707.18.08025-8
Misc. 2
-
近年の日本体力医学会ではどの領域の研究が発表されているか?:BERTopic modelを用いた記述研究
門間 陽樹, Ziheng Wang, 川上 諒子, 高橋 祐美子, 田島 敬之, 西島 壮, 沼尾 成晴, 山北 満哉, 井上 茂, 中田 由夫, 永富 良一
第78回日本体力医学会大会 2024/09
-
MiranDa: Mimicking the Learning Processes of Human Doctors to Achieve Causal Inference for Medication Recommendation
Ziheng Wang, Xinhe Li, Haruki Momma, Ryoichi Nagatomi
2024/07/23
Presentations 1
-
座位中の圧力中心変化の動的時系列信号解析を 通じたモチーフ認識による腰痛増悪の予測 Invited
東北大学創生応用医学研究センター 第13回 オンラインセミナー 基盤研究部門 2023/01/11
Industrial Property Rights 1
-
腰痛解析装置、腰痛解析方法及びプログラム
オウ シコウ(王 梓蘅), 佐藤 啓壮, 永富 良一
Property Type: Patent
Teaching Experience 1
-
人工知能と学際的融合
Media Coverage 12
-
AI、腰痛悪化予測
株式会社 河北新報社
2021/12
Type: Newspaper, magazine
-
スマートチェアで悪化予報 オフィスワーカーの腰痛パターンを発見
株式会社官庁通信社
2021/12
Type: Internet
-
Prediction of Lower Back Pain in Office Workers Using AI sensor equipped chairs: Results from Tohoku University
国立研究開発法人科学技術振興機構 Science japan
2021/12
Type: Internet
-
デスクワークで腰痛悪化予測、AIが圧力センサーで解析
株式会社 河北新報社 河北新報Online
2021/11
Type: Internet
-
着座中の腰痛悪化、AIで予測可能に 東北大
Yahoo Japan
2021/10
Type: Internet
-
スマートチェアで仕事中の腰痛悪化予報、東北大学がAI技術で可能に
大学ジャーナルオンライン
2021/10
Type: Internet
-
スマートチェアで腰痛悪化予報が可能に。東北大が研究結果を発表
livedoor news Engadget 日本版
2021/10
Type: Internet
-
朝の座り方でその日に“腰痛悪化”するかが分かる!? 東北大が精度70%超の予測技術を開発
Fuji News Network
2021/10
Type: Internet
-
スマートチェアで座っている時の動きをAI解析、腰痛悪化予報が可能に-東北大
QLifePro 医療ニュース
2021/10
Type: Internet
-
Smart sensor equipped chair may help office workers reduce their back pain worse
Science daily
2021/10
Type: Internet
-
オフィスワーカーの腰痛悪化予報がスマートチェアで可能に 日常生活のさりげないセンシングにより日々の体調予報に道!
Tohoku University
2021/10
Type: Internet
-
Smart Sensor Equipped Chair May Help Office Workers Reduce Their Back Pain Woes
Tohoku University
2021/10
Type: Internet
Academic Activities 23
-
Review Committee Member: Biomedical Signal Processing and Control
2024 - Present
Activity type: Peer review
-
Review Committee Member: International Journal of Surgery
2023 - Present
Activity type: Peer review
-
Review Committee Member: IEEE Journal of Biomedical and Health Informatics
2025/07 -
-
Review Committee Member: Journal of Clinical Medicine
2024 - Present
Activity type: Peer review
-
Review Committee Member: International Journal of Developmental Disabilities
2024 - Present
Activity type: Peer review
-
Review Committee Member: Electronics
2024 - Present
Activity type: Peer review
-
Review Committee Member: Big data and cognitive computing
2024 - Present
Activity type: Peer review
-
Review Committee Member: Applied sciences
2024 - Present
Activity type: Peer review
-
Review Committee Member: Annals of medicine and surgery
2024 - Present
Activity type: Peer review
-
Review Committee Member: International journal of environmental research and public health
2023 - Present
Activity type: Peer review
-
Review Committee Member: Informatics
2023 - Present
Activity type: Peer review
-
Review Committee Member: Healthcare
2023 - Present
Activity type: Peer review
-
Review Committee Member: Sensors
2024 - 2024
Activity type: Peer review
-
Review Committee Member: Journal of urban technology
2024 - 2024
Activity type: Peer review
-
Review Committee Member: Trials
2023 - 2023
Activity type: Peer review
-
Review Committee Member: Archives of Public Health
2024 -
-
Review Committee Member: European Journal of Medical Research
2024 -
-
Review Committee Member: Discover Medicine
2024 -
-
Review Committee Member: Sport Sciences for Health
2024 -
-
Review Committee Member: Aging Clinical and Experimental Research
2024 -
-
Review Committee Member: BMC Geriatrics
2024 -
-
Review Committee Member: Scientific Reports
2024 -
-
Review Committee Member: Digital health
2024 -
Activity type: Peer review