研究者詳細

顔写真

フアン ヨンソン
Huang Yongsong
Huang Yongsong
所属
総合知インフォマティクス研究センター 総合知データ分析支援室
職名
助教
学位
  • 博士(工学)(東北大学)

  • M.S.(Guilin University Of Electronic Technology)

経歴 7

  • 2024年4月 ~ 2026年4月
    Yale School of Medicine Research Affiliate

  • 2023年4月 ~ 2025年3月
    東北大学 東北大学 工学研究科 日本学術振興会 特別研究員

  • 2022年8月 ~ 2025年3月
    東北大学 東北大学大学院工学研究科 リサーチ・アシスタント

  • 2024年1月 ~ 2024年3月
    国立台湾大学 Visiting Researcher

  • 2022年12月 ~ 2024年3月
    Harvard Medical School Research Assistant

  • 2023年5月 ~ 2023年10月
    Harvard University Visiting Researcher

  • 2023年5月 ~ 2023年9月
    Massachusetts General Hospital Internship

︎全件表示 ︎最初の5件までを表示

学歴 3

  • 東北大学

    2022年4月 ~ 2025年3月

  • Guilin University of Electronic Technology

    2018年9月 ~ 2021年6月

  • Guilin University of Electronic Technology

    2014年9月 ~ 2018年6月

所属学協会 5

  • GBD Senior Collaborator

    2026年2月 ~ 継続中

  • IEEE

    2024年4月 ~ 継続中

  • MICCAI

    2022年9月 ~ 継続中

  • OSA

    2019年10月 ~ 継続中

  • GBD Collaborator

    2025年4月 ~ 2026年1月

研究分野 2

  • 情報通信 / 生命、健康、医療情報学 /

  • 情報通信 / 知覚情報処理 /

受賞 3

  1. 若手優秀研究賞

    2026年3月 東北大学 電気通信研究所 / 東北大学 電気・情報系

  2. RIEC Award

    2026年2月 東北大学 電気通信研究所 財団法人電気通信工学振興会

  3. 日本学術振興会特別研究員奨励費

    2024年6月

論文 28

  1. GTFMN: Guided Texture and Feature Modulation Network for Low-Light Image Enhancement and Super-Resolution

    Yongsong Huang, Tzu-Hsuan Peng, Tomo Miyazaki, Xiaofeng Liu, Chun-Ting Chou, Ai-Chun Pang, Shinichiro Omachi

    ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 1726-1730 2026年5月3日

    出版者・発行元: IEEE

    DOI: 10.1109/icassp55912.2026.11464068  

  2. Dual Prompting for Diverse Count-Level Pet Denoising

    Xiaofeng Liu, Yongsong Huang, Thibault Marin, Yanis Chemli, Samira Vafay Eslahi, Amal Tiss, Keith A. Johnson, Georges El Fakhri, Jinsong Ouyang

    2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI) 1-5 2025年4月14日

    DOI: 10.1109/isbi60581.2025.10980695  

    ISSN:1945-7928

  3. Texture and noise dual adaptation for infrared image super-resolution

    Yongsong Huang, Tomo Miyazaki, Xiaofeng Liu, Yafei Dong, Shinichiro Omachi

    Pattern Recognition 111449-111449 2025年2月

    出版者・発行元: Elsevier BV

    DOI: 10.1016/j.patcog.2025.111449  

    ISSN:0031-3203

  4. Infrared Image Super-Resolution: A Systematic Review and Future Trends

    Yongsong Huang, Tomo Miyazaki, Xiaofeng Liu, Shinichiro Omachi

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2025年

    DOI: 10.1109/JSTARS.2025.3614673  

  5. IRSRMamba: Infrared Image Super-Resolution via Mamba-Based Wavelet Transform Feature Modulation Model

    Yongsong Huang, Tomo Miyazaki, Xiaofeng Liu, Shinichiro Omachi

    IEEE Transactions on Geoscience and Remote Sensing 63 1-16 2025年

    出版者・発行元: Institute of Electrical and Electronics Engineers (IEEE)

    DOI: 10.1109/tgrs.2025.3584385  

    ISSN:0196-2892

    eISSN:1558-0644

  6. Ablation Study of Diffusion Model with Transformer Backbone for Low-count PET Denoising

    Y. Huang, X. Liu, T. Miyazaki, S. Omachi, G. El Fakhri, J. Ouyang

    2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD) 1-2 2024年10月26日

    出版者・発行元: IEEE

    DOI: 10.1109/nss/mic/rtsd57108.2024.10655179  

  7. Infrared Image Super-Resolution via GAN

    Yongsong Huang, Shinichiro Omachi

    Applications of Generative AI abs/2312.00689 565-576 2024年3月6日

    出版者・発行元: Springer International Publishing

    DOI: 10.1007/978-3-031-46238-2_28  

  8. Learn from orientation prior for radiograph super-resolution: Orientation operator transformer

    Yongsong Huang, Tomo Miyazaki, Xiaofeng Liu, Kaiyuan Jiang, Zhengmi Tang, Shinichiro Omachi

    Computer Methods and Programs in Biomedicine 245 108000-108000 2024年3月

    DOI: 10.1016/j.cmpb.2023.108000  

  9. Source-free domain adaptive segmentation with class-balanced complementary self-training

    Yongsong Huang, Wanqing Xie, Mingzhen Li, Ethan Xiao, Jane You, Xiaofeng Liu

    Artificial Intelligence in Medicine 146 102694-102694 2023年12月

    DOI: 10.1016/j.artmed.2023.102694  

  10. Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation. 招待有り 査読有り

    Yongsong Huang, Wanqing Xie, Mingzhen Li, Mingmei Cheng, Jinzhou Wu, Weixiao Wang, Jane You, Xiaofeng Liu 0001

    Information Processing in Medical Imaging - 28th International Conference(IPMI) 360-371 2023年

    出版者・発行元: Springer

    DOI: 10.1007/978-3-031-34048-2_28  

  11. Rethinking Degradation: Radiograph Super-Resolution via AID-SRGAN 招待有り 査読有り

    Yongsong Huang, Qingzhong Wang, Shinichiro Omachi

    Machine Learning in Medical Imaging MICCAI workshop 43-52 2022年

    出版者・発行元: Springer Nature Switzerland

    DOI: 10.1007/978-3-031-21014-3_5  

    ISSN:0302-9743 1611-3349

  12. Infrared Image Super-Resolution via Heterogeneous Convolutional WGAN. 招待有り 査読有り

    Yongsong Huang, Zetao Jiang, Qingzhong Wang, Qi Jiang, Guoming Pang

    PRICAI 2021: Trends in Artificial Intelligence - 18th Pacific Rim International Conference on Artificial Intelligence 461-472 2021年

    出版者・発行元: Springer

    DOI: 10.1007/978-3-030-89363-7_35  

  13. Infrared Image Super-Resolution via Transfer Learning and PSRGAN. 査読有り

    Yongsong Huang, Zetao Jiang, Rushi Lan, Shaoqin Zhang, Kui Pi

    IEEE Signal Processing Letters 28 982-986 2021年

    DOI: 10.1109/LSP.2021.3077801  

    ISSN:1070-9908

    eISSN:1558-2361

  14. Editorial for special issue on AI for medical image analysis

    Xiaofeng Liu, Vasileios Magoulianitis, Yongsong Huang, Jonghye Woo

    APSIPA TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING 15 (2) 1-2 2026年12月14日

    DOI: 10.1108/ATSIP-11-2025-0400  

    ISSN:2048-7703

  15. A real-driven image synthesis framework for adapting pre-trained scene text detectors

    Yaohou Fan, Zhengmi Tang, Tomo Miyazaki, Yongsong Huang, Shinichiro Omachi

    Image and Vision Computing 172 106027-106027 2026年8月

    DOI: 10.1016/j.imavis.2026.106027  

    ISSN:0262-8856

    eISSN:1872-8138

  16. Updated trends in the global prevalence and burden of mental disorders, 1990-2023: a systematic analysis for the Global Burden of Disease Study 2023

    Damian F. Santomauro, Paul Anthony Miller, Jamileh Shadid, Sarah Wulf Hanson, Anh Vo, Darius Jake Roy, Hailey Hagins, Ana M. Mantilla Herrera, James G. Scott, Holly E. Erskine, John J. McGrath, Hedayat Hasan Aalruz, Hedayat Abbastabar, Nadin M. I. Abdel Razeq, Ahmed Abdelrahman Abdelgalil, Ali Abdolizadeh, Deldar Morad Abdulah, Abisola Esther Abdulmalik, Meklit Girma Abebe, Mesfin Abebe, Habtamu Abebe Getahun, Roberto Ariel Abeldano Zuniga, Olifan Zewdie Abil, Richard Gyan Aboagye, Shady Abohashem, Abdullahi Tunde Aborode, Moaz Elsayed Abouelmagd, Mohammad T. Abuawwad, Aminu Kende Abubakar, Rana Kamal Abu-Farha, Sawsan Abuhammad, Ahmad Y. Abuhelwa, Hana J. Abukhadijah, Salahdein Aburuz, Meshack Achore, Lawan Hassan Adamu, Nuhu Lawan Adamu, Zenaw Debasu Addisu, Isaac Yeboah Addo, Tajudeen Adesanmi Adebisi, Babatope Oluwadamilare Adebiyi, David Adedia, Rufus Adesoji Adedoyin, Dhikroh Oriyomi Adekola, Saheed Ayodeji Adekola, Olumide Thomas Adeleke, Makinde Adebayo Adeniyi, Miracle Ayomikun Adesina, Usha Adiga, Mohd Adnan, Qorinah Estiningtyas Sakilah Adnani, Obed Adonteng-Kissi, David Adzrago, Giuseppina Affinito, Habeeb Abiodun Afolabi, Thilini Chanchala Agampodi, Navidha Aggarwal, Cesar Agostinis Sobrinho, Prince Agwu, Williams Agyemang-Duah, Adamu Adamu Ahmad, Khabir Ahmad, Khurshid Ahmad, Sajjad Ahmad, Suhaib Ahmad, Tauseef Ahmad, Negar Sadat Ahmadi, Ali Ahmed, Aram Mahmood Ahmed, Ayman Ahmed, Meqdad Saleh Ahmed, Nesredin Ahmed, Oli Ahmed, Syed Anees Ahmed, Marjan Ajami, Kasuni H. M. Akalanka, Muhammad Nadeem Akhtar, Wole Akosile, Ashley E. Akrami, Salah Al Awaidy, Omar Al Omari, Mohammad Ahmmad Mahmoud Al Zoubi, Tariq A. Alalwan, Khurshid Alam, Rasmieh Mustafa Al-Amer, Amani N. Alansari, Abdullah Alarifi, Fahmi Y. Al-Ashwal, Mohammed Albashtawy, Nader Al-Dewik, Abdulelah Mastour Aldhahir, Ali M. Alfalki, Fahad D. Algahtani, Fadwa Naji Alhalaiqa, Ashraf Alhumaidi, Irfan Ali, Kamran Ali, Mohammad Daud Ali, Mohammed Usman Ali, Rafat Ali, Syed Shujait Ali, Montaha Al-Iede, Hamid Alinejad Rokny, Samah W. Al-Jabi, Adel Al-Jumaily, Ahmad Alkhatib, Sameer Abdulmalik Alkubati, Mohammed Z. Allouh, Sabah Al-Marwani, Joseph Uy Almazan, Amr Almobayed, Khaldoon Aied Alnawafleh, Margret Beaula Alocious Sukumar, Mohammad A. Y. Alqudah, Ahmad Rajeh Al-Qudimat, Najim Z. Alshahrani, Abdullah Alshami, Zaid Altaany, Awais Altaf, Malik A. Althobiani, Khalid A. Altirkawi, Diala Altwalbeh, Deborah Oyine Aluh, Javier Alvarez-Galvez, Hassan Alwafi, Mohammad Al-Wardat, Yaser Mohammed Al-Worafi, Abdallah Alzoubi, Karem H. Alzoubi, Adel S. Al-Zubairi, Md Akib Al-Zubayer, Masoud Aman Mohammadi, McKing Izeiza Amedari, Faten Amer, Alireza Amindarolzarbi, Saeed Amini, Sohrab Amiri, Dickson A. Amugsi, Etsay Woldu Anbesu, David B. Anderson, Song Peng Ang, Ebuka Miracle Anieto, Abhishek Anil, Kabilan Annadurai, Sumbul Ansari, Saleha Anwar, Anayochukwu Edward Anyasodor, Geminn Louis Carace Apostol, Jalal Arabloo, Aleksandr Y. Aravkin, Irfan Ardani, Reza Arefnezhad, Jorge Arias de la Torre, Benedetta Armocida, Victoria Kiriaki Arnet, Jesu Arockiaraj, Gustavo Aires de Arruda, Mahdi Arshadi, Nurila Aryntayeva, Nabiy Arystan, Muhammad Asaduzzaman, Syed Mohammed Basheeruddin Asdaq, Bryndis Bjork Asgeirsdottir, Syed Amir Ashraf, Tahira Ashraf, Mitra Ashrafi, Bilal Aslam, Muhammad Shahzad Aslam, Yuni Asri, Batyrbek Assembekov, Thomas Astell-Burt, Omer Atac, Prince Atorkey, Maha Moh'd Wahbi Atout, Abadi Hailay Atsbaha, Khursheed Aurangzeb, Camila Ospina Ayala, Lemessa Assefa A. Ayana, Tigabu Munye Aytenew, Jose L. Ayuso-Mateos, Arian Azadnia, Ali Azargoonjahromi, Sumera Aziz, Hosein Azizi, Ahmed Y. Azzam, Giridhara Rathnaiah Babu, Abebe Sorsa Badacho, Soroush Baghdadi, Nasser Bagheri, Khlood K. Baghlaf, Najmeh Bahmanziari, Ruhai Bai, Atif Amin Baig, Mohamad Amin Bakhshali, Jose Balmori-de-la-Miyar, Khushbu Balsara, Ovidiu Constantin Baltatu, Maciej Banach, Rajon Banik, Suzanne Lyn Barker-Collo, Till Winfried Barnighausen, Md Abu Bashar, Muhammad Irfan Bashir, Shahid Bashir, Rehana Basri, Mohammad-Mahdi Bastan, Kavita Batra, Narasimha M. Beeraka, Massimiliano Beghi, Demeke Mesfin Belay, Yared Belete Belay, Samir Bele, Maryam Bemanalizadeh, Corina Benjet, Derrick A. Bennett, Samiun Nazrin Bente Kamal Tune, Kenfe Tesfay Berhe, Abiye Assefa Berihun, Sonu Bhaskar, Shuvarthi Bhattacharjee, Ashmin Hari Bhattarai, Gurjit Kaur Bhatti, Jasvinder Singh Bhatti, Rajbir Bhatti, Mekuriaw Mesfin Birhan, Mohammad Shahangir Biswas, Monirujjaman Biswas, Bruno Bizzozero-Peroni, Trupti Bodhare, Virginia Bodolica, Lucimere Bohn, Obasanjo Afolabi Bolarinwa, Archith Boloor, Azizbek A. Boltaev, Sanaz Bordbar, Mina Borran, Samuel Adolf Bosoka, Alejandro Botero Carvajal, Laurent Boyer, Nicholas J. K. Breitborde, Susanne Breitner, Gabrielle Britton, Traolach Brugha, Linh Phuong Bui, Richard A. Burns, Akeem Olayinka Busari, Yasser Bustanji, Zahid A. Butt, Hollie Byrne, Rose Cairns, Luis Alberto Camera, Luciana Aparecida Campos, Yuchen Cao, Andre F. Carvalho, Felix Carvalho, Marcia Carvalho, Joao Mauricio Castaldelli-Maia, Giulio Castelpietra, Ferran Catala-Lopez, Arthur Caye, Francieli Cembranel, Ester Cerin, Pamela Roxana Chacon-Uscamaita, Promit Ananyo Chakraborty, Sandip Chakraborty, Sanjoy Kumar Chanda, Rama Mohan Chandika, Miyuru Chandradasa, Chin-Kuo Chang, Jeremy R. Chang, Jung-Chen Chang, Vijay Kumar Chattu, Lam Duc Chau, Anis Ahmad Chaudhary, Sirshendu Chaudhuri, Fentahun Alemnew Chekole, Haiyan Chen, Hana Chen, Haowei Chen, Hui Chen, Shanquan Chen, Si Chen, Xiang Chen, Wai Tong Chien, Patrick R. Ching, William C. S. Cho, Dong-Woo Choi, Sonali Gajanan Choudhari, Enayet Karim Chowdhury, Rajiv Chowdhury, Nikos Christodoulou, Dinh-Toi Chu, Hongyuan Chu, Sunghyun Chung, Arrigo Francesco Giuseppe Cicero, Liliana G. Ciobanu, Scott Richard Clark, Samuele Cortese, Paolo Angelo Cortesi, Claudia Cosma, Natalia Cruz-Martins, Patricia Cullen, Omid Dadras, Ephrem Mebratu Dagnew, Aicha Dahdouh, Xiaochen Dai, Zhaoli Dai, Emanuele D'Amico, Lalit Dandona, Rakhi Dandona, Samuel E. Danso, Latefa Ali Dardas, Aso Mohammad Darwesh, Alejandro de la Torre-Luque, Jan-Walter De Neve, Sindhura Deekonda, Louisa Degenhardt, Paria Dehesh, Ivan Delgado-Enciso, Mohammad Delsoz, Ismail Dergaa, Hunegnaw Almaw Derseh, Emina Dervisevic, Aragaw Tesfaw Desale, Vinoth Gnana Chellaiyan Devanbu, Devananda Devegowda, Syed Masudur Rahman Dewan, Amol S. Dhane, Sreedhar Dharmagadda, Meghnath Dhimal, Shalik Ram Dhital, Bibha Dhungel, Giuseppe Di Martino, Diana Dias da Silva, Daniel Diaz, Diego Diaz-Milanes, Delaney D. Ding, Monica Dinu, Mai Ngoc Do, Sushil Dohare, Neda Dolatkhah, David Mawutor Donkor, Ojas Prakashbhai Doshi, Robert Kokou Dowou, Menayit Tamrat Dresse, Emeka W. Dumbili, Siddhartha Dutta, Angel Belle Cheng Dy, Ejemai Eboreime, Lamiaa Labieb Mahmoud Ebraheim, David Edvardsson, Ferry Efendi, Terje Andreas Eikemo, Rabie Adel El Arab, Iman El Sayed, Aya Elalfy, Said El-Ashker, Iffat Elbarazi, Frank J. Elgar, Muhammed Elhadi, Omar Abdelsadek Abdou Elmeligy, Mohamed Hassan Elnaem, Gihan ELNahas, Abdelgawad Salah Eltahawy, Sharareh Eskandarieh, Jose Javier Estevez, Crystal Amiel M. Estrada, Farshid Etaee, Adewale Oluwaseun Fadaka, Heidar Fadavian, Adeniyi Francis Fagbamigbe, Ayesha Fahim, Mohamad Anis Fahmi, Qiping Fan, Niloofar Faraji, MoezAlIslam Ezzat Mahmoud Faris, Andre Faro, Nelsensius Klau Fauk, Timur Fazylov, Ginenus Fekadu, Xiaoqi Feng, Talukdar Raian Ferdous, Abdullah H. Feroze, Allegra Ferrari, Nuno Ferreira, Getahun Fetensa, Natan Feter, Bikila Regassa Feyisa, Kebede Feyisa, Marta Figueiredo, Florian Fischer, Federica Fogacci, Arianna Fornari, Daniela Fortuna, Celia Fortuna Rodrigues, Ami Fukunaga, Peter Andras Gaal, Dominic Dormenyo Gadeka, Mario Gajdacs, Adamu Usman Gamawa, Quan Gan, Balasankar Ganesan, Shivaprakash Gangachannaiah, Dingwei Gao, Bashiru Garba, Fernando Jr Barroga Garcia, Miguel Garcia-Argibay, Nirmal Gautam, Rupesh K. Gautam, Bamba Gaye, Hong-Han Ge, Tsion S. Gebre, Beza A. Gelaw, Genanew K. Getahun, Kalab Yigermal Gete, Fataneh Ghadirian, Khalid Yaser Ghailan, Leila Ghalichi, Arin Ghamkhar, Lobna Gharaibeh, Mohammad-Reza Ghasemi, Sailaja Ghimire, Ehsan Gholami, Zainab Gholami, Alessandro Gialluisi, Konstantinos Giannakis, Vaitsa Giannouli, Artyom Urievich Gil, Syed Abdullah Gilani, Alem Abera Girmay, Kimiya Gohari, Pouya Goleij, Wei-Jie Gong, Viktoriia Gorbunova, Changhao Gu, Habtamu Alganeh Guadie, Shi-Yang Guan, Alla Guekht, Damitha Asanga Gunawardane, Sasidhar Gunturu, Xingzhi Guo, Zheng Guo, Roberth Steven Gutierrez-Murillo, Jose Guzman-Esquivel, Adrina Habibzadeh, Kirubel Tesfaye Hailu, Pritam Halder, Islam M. Hamad, Ayman M. Hamdan-Mansour, Mohamed Hamed, Mohammad Hamiduzzaman, Fahad Hanna, Mohd Anul Haq, Andy Martahan Andreas Hariandja, Josep Maria Haro, Sara Harsini, Eka Mishbahatul Marah Has, Ahmed I. Hasaballah, Faizul Hasan, Ikramul Hasan, Md Kamrul Hasan, Towhid Hasan, Hamidreza Hasani, Alireza Hasanzadeh, Divna M. Haslam, Ammarah Hasnain, Md Saquib Hasnain, Ikrama Hassan, Nageeb Hassan, Simon I. Hay, Khezar Hayat, Darren Hedley, Khedidja Hedna, Mohammad Heidari, Brenda Yuliana Herrera-Serna, Sumudu Avanthi Hewage, Majid Heydari, Matthew Hobbs, Ramesh Holla, Yu Hong, Md Sabbir Hossain, Md Jubayer Hossain, Syed Billal Hossain, Mehdi Hosseinzade, Mila Nu Nu Htay, Yongsong Huang, Waqar Husain, M. Azhar Hussain, Hong-Han Huynh, Bing-Fang Hwang, Segun Emmanuel Ibitoye, Fatma Magdi Ibrahim, Reem Ibrahim, Sumaira Idrees, Olayinka Stephen Ilesanmi, Irena M. Ilic, Salim Ilyasu, Mujahid Iqbal, Farideh Iravanpour, Azfar Athar Ishaqui, Md Rabiul Islam, Md Saiful Islam, Md Shariful Islam, Md Mojahedul Islam, Md Shahinul Islam, Rakibul M. Islam, Nahlah Elkudssiah Ismail, Masao Iwagami, Chinwe Juliana Iwu-Jaja, Juan S. S. Izquierdo-Condoy, Rinu J. George, Roxana Jabbarinejad, Louis Jacob, Kathryn H. Jacobsen, Haitham Jahrami, Ammar Abdulrahman Jairoun, Sanobar Jaka, Mihajlo Jakovljevic, Qazi Mohammad Sajid Jamal, Navid Jamali, Jazlan Jamaluddin, Jerin James, Roland Dominic G. Jamora, Masoud Jamshidi, Manthan Dilipkumar Janodia, James January, Sathish Kumar Jayapal, Yovanthi Anurangi Jayasinghe, Seogsong Jeong, Bijay Mukesh Jeswani, Mohammad Jokar, Jost B. Jonas, Mickael Antoine Joseph, Nitin Joseph, George Vellaramcheril Joy, Jacek Jerzy Jozwiak, Malik E. Juweid, Ashish Kumar Kakkar, Khalil Kalavani, Sanjay Kalra, Mehnaz Kamal, Vineet Kumar Kamal, Ashwin Kamath, Kaloyan Kamenov, Saddam Fuad Kanaan, Jiseung Kang, Subham Kansal, Sujita Kumar Kar, Paschalis Karakasis, Sadanand Karun, Faizan Zaffar Kashoo, Nastaran Kazemi Rad, Shemsu Kedir, Chukwudi Keke, Salima Kerai, Jessica A. Kerr, Ariz Keshwani, Emmanuelle Kesse-Guyot, Yousef Saleh Khader, Himanshu Khajuria, Anas Husam Khalifeh, Anees Ahmed Khalil, Anita Khalili, Mohamed Khalis, Ajmal Khan, Amjad Khan, Ammar Ahmad Khan, Maseer Khan, Md Abdullah Saeed Khan, Mohammad Jobair Khan, Muhammad Umair Khan, Muhammad Umer Khan, Ramsha Mushtaq Khan, Ruby Khan, Yusuf Saleem Khan, Zahid Khan, Sameer Uttamaro Khasbage, Moawiah Mohammad Khatatbeh, Hamid Reza Khayat Kashani, Afshin Khazaei, Daniel Kheradmand, Sunil Kumar Khokhar, Parisa Khoshvaght, Samira Khoshvaght, Jagdish Khubchandani, Christian Kieling, Hye Jun Kim, Jinho Kim, Kwanghyun Kim, Yun Jin Kim, Yun Seo Kim, Adnan Kisa, Mika Kivimaki, Vitalii Klymchuk, K. M. Shivakumar, Ann Kristin Skrindo Knudsen, Ali-Asghar Kolahi, Kairi Kolves, Kennedy Diema Konlan, Isaac Koomson, Tapos Kormoker, Karel Kostev, Konstantinos Kotsis, Archana Koul, Irene Akwo Kretchy, Kewal Krishan, Zbigniew J. Krol, Ananya Kuanar, Burcu Kucuk Bicer, Mohammed Kuddus, Anit Kujur, Mukhtar Kulimbet, Emmanuel Kumah, Chandan Kumar, Dhasarathi Kumar, G. Anil Kumar, Kamal Kumar, Manasi Kumar, Nitesh Kumar, Rakesh Kumar, Satyajit Kundu, Maria Dyah Kurniasari, Pramod Kumar Kushawaha, Aria Kusuma, Dian Kusuma, Ville Kyto, L. C. Pallavi, Lucie Laflamme, Chandrakant Lahariya, Timo Lajunen, Tea Lallukka, Ivan Landires, Berthold Langguth, Tamas Lantos, Kamaluddin Latief, Areeba Latif, Aliyu Lawan, Long Khanh-Dao Le, Minh H. N. Le, Nhi Huu Hanh Le, Hwamin Lee, Munjae Lee, Paul H. Lee, Sang-woong Lee, Sergey Vadimovich Lee, Seung Won Lee, Wei-Chen Lee, Yo Han Lee, Dawit Alemu Lemma, Jimma Likisa Lenjisa, Matthew J. Lennon, Chengfeng Li, Jie Li, Jinbo Li, Shaojie Li, Xingang Li, Yanxue Lian, Virendra S. Ligade, Jialing Lin, Liangquan Lin, Christine Linehan, Haipeng Liu, Richard T. Liu, Xianliang Liu, Xiaofeng Liu, Xuefeng Liu, Zhe Liu, Erand Llanaj, Madeeha Shahzad Lodhi, Valerie Lohner, Jose Francisco Lopez-Gil, Arianna Maever Loreche, Masoud Lotfizadeh, Jailos Lubinda, Giancarlo Lucchetti, Abhilash Ludhiadch, Peng Luo, Susu Luo, Jay B. Lusk, Angelina M. Lutambi, Viktoria-Maria Lykke, Miltiadis D. Lytras, Ellina Lytvyak, Kevin Sheng-Kai Ma, Zheng Feei Ma, Mahmoud Mabrok, Seyed Ataollah Madinehzad, Aurea Marilia Madureira-Carvalho, Javier A. Magana Gomez, Nozad Hussein Mahmood, Rituparna Maiti, Tabarak Malik, Deborah Carvalho Malta, Kamaruddeen Mannethodi, Hamid Reza Marateb, Joemer C. Maravilla, Adilson Marques, Ramon Martinez-Piedra, Jose Martinez-Raga, Wolfgang Marx, Roy Rillera Marzo, Sammer Marzouk, Medha Mathur, Neeta Mathur, Khurshid A. Mattoo, Richard James Maude, Pallab K. Maulik, Md Sabbir Ahmed Mayen, Prosanjit Mazumder, Chioma Ngozichukwu Pauline Mbachu, Enkeleint A. Mechili, John Robert Carabeo Medina, Khurram Mehboob, Riffat Mehboob, Vini Mehta, Tesfahun Mekene Meto, Hadush Negash Meles, Satish Melwani, Walter Mendoza, Ritesh G. Menezes, Sultan Ayoub Meo, Michelangelo Mercogliano, Tuomo J. Meretoja, Tomislav Mestrovic, Ndeugue Nouyou Michel, Ted R. Miller, Giuseppe Minervini, Mojgan Mirghafourvand, Andreea Mirica, Archana Mishra, Kumar Guru Mishra, Vinaytosh Mishra, Philip B. Mitchell, Prasanna Mithra, Kanisha Mittal, Babak Moazen, Dhruti Modi, Nouh Saad Mohamed, Khabab Abbasher Hussien Mohamed Ahmed, Taj Mohammad, Abdollah Mohammadian-Hafshejani, Mustapha Mohammed, Shafiu Mohammed, Yahaya Mohammed, Itismita Mohanty, Ali H. Mokdad, Sabrina Molinaro, Lorenzo Monasta, Mohammad Ali Moni, Maziar Moradi-Lakeh, Danilo Farias Morais, Rafael Silveira Moreira, Anthony Kwame Morgan, Mahdis Morovvati, Reza Mosaddeghi Heris, Elias Mossialos, Shihab Mostafa, Mohamed Awad Abdalaziz Mousnad, Kimia Mozahheb Yousefi, Matias Mrejen, Naeem Mubarak, Shiv Kumar Mudgal, Sumoni Mukherjee, Yanjinlkham Munkhsaikhan, Anjana Munshi, Efren Murillo-Zamora, Christopher J. L. Murray, Satta Muthu Murugan, Mubarak Taiwo Mustapha, Woojae Myung, Fatemehzahra Naddafi, Ayoub Nafei, Karikalan Nagarajan, Mohsen Naghavi, Ganesh R. Naik, Hiten Naik, Shumaila Nargus, Abdallah Y. Naser, Hamide Nasiri, Zuhair S. Natto, Javaid Nauman, Zakira Naureen, Biswa Prakash Nayak, Mohammad Hadi Nematollahi, Charles Richard James Newton, Cao Duy Nguyen, Cuong Tat Nguyen, Hien Thu Nguyen, Tham Thi Nguyen, Tu Anh Nguyen, Robina Khan Niazi, Claire L. Niedzwiedz, Yeshambel T. Nigatu, Ali Nikoobar, Refat Nimer, Vikram Niranjan, Princess Afia Nkrumah-Boateng, Shuhei Nomura, Syed Toukir Ahmed Noor, Sara Nooraeen, Masoud Noroozi, Amir Norouzy, Dieta Nurrika, Chimezie Igwegbe Nzoputam, Ogochukwu Janet Nzoputam, Saheed Adeyinka Odediji, Michael Safo Oduro, Felix Akpojene Ogbo, Olawale Ogundiran, Oluwafunmbi Ebenezer Ogunmiluyi, In-Hwan Oh, Peter Oseghale Ohue, Hassan Okati-Aliabad, Sylvester Reuben Okeke, Olalekan John Okesanya, Osaretin Christabel Okonji, Oluwaseyi Isaiah Olabisi, Andrew T. Olagunju, Bolajoko Olubukunola Olusanya, Yinka Doris Oluwafemi, Oluwafemi G. Oluwole, Adrienne E. O'Neil, Sandersan Onie, Franklyn Opara, Oluwaseyi Aina Gbolade Opesemowo, John Nelson Opio, Michal Ordak, Esteban Ortiz-Prado, Augustus Osborne, George Nkrumah Osei, Uchechukwu Levi Osuagwu, Mostafa Monier Othman, Oche Joseph Otorkpa, Amel Ouyahia, Simon Overland, Mayowa O. Owolabi, Tope Oyelade, Ilker Ozsahin, P. A. Mahesh, Alicia Padron-Monedero, Jagadish Rao Padubidri, Dimpal Manilal Paija, Raul Felipe Palma-Alvarez, Feng Pan, Songhomitra Panda-Jonas, Deepshikha Pande Katare, Seithikurippu R. Pandi-Perumal, Apurvakumar Pandya, Mario Virgilio Papa, Paraskevi Papadopoulou, Amrita Parida, Romil R. Parikh, Chulwoo Park, Sungchul Park, Arpit Parmar, Maja Pasovic, Bhumi Hemal Patel, Sangram Kishor Patel, Satyananda Patel, Ashlesh Patil, Shankargouda Patil, Apurba Patra, Hamidreza Pazoki Toroudi, Prince Peprah, Gavin Pereira, Maria Odete Pereira, Mario F. P. Peres, Simone Perna, Pavlo Petakh, Hai Quang Pham, Tung Thanh Pham, Michael R. Phillips, David M. Pigott, Evgenii Plotnikov, Guilherme V. Polanczyk, Ramesh Poluru, Thantrira Porntaveetus, Fabio Porru, Sergio I. Prada, Jalandhar Pradhan, Pranil Man Singh Pradhan, Jagadeesh Puvvula, Xiang Qi, Basuki Rachmat, Maja R. Radojcic, Hadi Raeisi Shahraki, Alberto Raggi, Yashpal Singh Raghav Raghav, Pracheth Raghuveer, Sheu Kadiri Rahamon, Afarin Rahimi-Movaghar, Ashikur Rahman, Mahbubur Rahman, Md Mosfequr Rahman, Mohammad Meshbahur Rahman, Mosiur Rahman, Muhammad Aziz Rahman, Amir Masoud Rahmani, Hakim Rahmoune, Sunil Kumar Raina, Hafsa Arshad Azam Raja, Pushp Lata Rajpoot, Mahmoud Mohammed Ramadan, Majed Ramadan, Nemanja Rancic, Asad Gul Rao, Kumuda Rao, Vahid Rashedi, Mamunur Rashid, Devarajan Rathish, Jigyasa Rathore, Dhwani Ravi, Salman Rawaf, Reza Rawassizadeh, C. Mahony Reategui-Rivera, Lennart Reifels, Rainer Reile, Nazila Rezaei, Nima Rezaei, Mohsen Rezaeian, Taeho Gregory Rhee, Joao Rocha Rocha-Gomes, Jefferson Antonio Buendia Rodriguez, Ravi Rohilla, Susanne Rohr, Megan L. Rolfzen, Debby Syahru Romadlon, Kevin T. Root, Himanshu Sekhar Rout, Adrija Roy, Bedanta Roy, Nitai Roy, Priyanka Roy, Sharmistha Roy, Shubhanjali Roy, Guilherme de Andrade Ruela, Godfrey Mutashambara Rwegerera, Aly M. A. Saad, Khaled Saad, Perminder S. Sachdev, Kabir P. Sadarangani, Seyed Kiarash Sadat Rafiei, Basema Ahmad Saddik, Tarannom Sadegh, Ehsan Sadeghi, Erfan Sadeghi, Bassem Sadek, Hossein Sadr, Shazina Saeed, Umar Saeed, Rajesh Sagar, Dominic Sagoe, Indranil Saha, Ahmad Sahban Rafsanjani, Fatemeh Saheb Sharif-Askari, Narjes Saheb Sharif-Askari, Amirhossein Sahebkar, Gulsum Sahin Bodur, Ankita Saikia, Md Refat Uz Zaman Sajib, Afeez Abolarinwa Salami, Bukola Salami, Mohamed A. Saleh, Mahdi Salehi, Dauda Salihu, Giovanni A. Salum, Abdallah M. Samy, Lucas H. C. C. Santos, Milena M. Santric-Milicevic, Aswini Saravanan, Jacob Owusu Sarfo, Sachin C. Sarode, Mukesh Kumar Sathya Narayanan, Maheswar Satpathy, Mehrdad Savabi Far, Tual Sawn Khai, Ganesh Kumar Saya, Abu Sayeed, Mete Saylan, Christophe Schinckus, Markus P. Schlaich, David C. Schwebel, Sayed Mansoor Sediqi, Soraya Seedat, Hamidreza Seifmanesh, Yashendra Sethi, Mahan Shafie, Grishma Shah, Samiah Shahid, Endrit Shahini, Arsalan Shahri, Moyad Jamal Shahwan, Masood Ali Shaikh, Muhammad Aaqib Shamim, Mehran Shams-Beyranvand, Anas Shamsi, Alfiya Shamsutdinova, Dan Shan, Mohammed Shannawaz, Amin Sharifan, Avimanu Sharma, Bhoopesh Kumar Sharma, Bunty Sharma, Manoj Sharma, Mahabalesh Shetty, Pavanchand Shetty, Premalatha K. Shetty, Ranjitha S. Shetty, Md Monir Hossain Shimul, Rahman Shiri, Aminu Shittu, Sinegugu Nosipho Shongwe, Sunil Shrestha, Suleiman Adeiza Shuaibu, Kerem Shuval, Negussie Boti Sidamo, Mohammad Sidiq, Inga Dora Sigfusdottir, Emma Siig, Gustavo Correia Basto da Silva, Joao Pedro Silva, Jorge Piano Simoes, Akanksha Singh, Amit Singh, Bhim Pratap Singh, Harmanjit Singh, Harpreet Singh, Jasvinder A. Singh, Jawahar Singh, Kalpana Singh, Paramdeep Singh, Poornima Suryanath Singh, Puneetpal Singh, Surjit Singh, Vanshika Singh, Valentin Yurievich Skryabin, Somaye Sohrabi, Soniya Akter Sony, Brendon Stubbs, Vetriselvan Subramaniyan, Liang Sui, Sahabi K. Sulaiman, Surajo Kamilu Sulaiman, Desy Sulistiyorini, Mark J. M. Sullman, Marjia Sultana, Jing Sun, Sumam Sunny, Vinay Suresh, Chandan Kumar Swain, Rafael Tabares-Seisdedos, Celine Tabche, Ramin Tabibi, Jabeen Taiba, Mohamed Taiebine, Ashis Talukder, Mircea Tampa, Shynar Tanabayeva, Hongliang Tao, Saba Tariq, Mohammad-Hassan Tayarani-Najaran, Mebrahtu G. Tedla, Fanuel Alemayehu Tefera, Mohamad-Hani Temsah, Reem Temsah, Masayuki Teramoto, Kavumpurathu Raman Thankappan, Rekha Thapar, Ismaeel Tharwat, Rekha Thiruvengadam, Jayapriya Timmapuram, Amir Tiyuri, Madi Tleshev, Sojit Tomo, Santo Imanuel Tonapa, Roman Topor-Madry, Marco Torrado, Khaled Trabelsi, Tam Quoc Minh Tran, Thang Huu Tran, Nguyen Tran Minh Duc, Samuel Joseph Tromans, Quynh Xuan Nguyen Truong, Daniel Hsiang-Te Tsai, Vasilis-Spyridon Tseriotis, Evangelia Eirini Tsermpini, Lawrence Sena Tuglo, Munkhtuya Tumurkhuu, Md Jamal Uddin, Riaz Ullah, Lawan Umar, Dinesh Upadhya, Jibrin Sammani Usman, Abdulkadir Usman Sambo, Amedin Aliyi Usso, Hande Uzuncibuk, Pascual R. Valdez, Zahir Vally, Sven Vanneste, Joe Varghese, Tommi Juhani Vasankari, Svetlina Svilenova Vasileva, Alireza Vaysi, Akshaya Kumar Verma, Poonam Verma, Georgios-Ioannis Verras, Giacomo Pietro Vigezzi, David Villarreal-Zegarra, Rachel Visontay, Luciano Magalhaes Vitorino, Krishna Dhavan Vyas, Ethan Waisberg, Megha Walia, Hui Wang, Qingzhi Wang, Shu Wang, Wanzhou Wang, Wei Wang, Xing Wang, Yan Wang, Yanzhong Wang, Yuan-Pang Wang, Zhihua Wang, Tanveer A. Wani, Ishanka Weerasekara, Fei-Long Wei, Anggi Lukman Wicaksana, Nuwan Darshana Wickramasinghe, Samuel Wiebe, Andrew N. Williams, Andrew Awuah Wireko, Gemechu Kumera Wirtu, Tewodros Eshete Wonde, Yen Jun Wong, Daniel Tarekegn Worede, Felicia Wu, Zilun Wu, Juan Xia, Na Xiao, Wanqing Xie, Wanqing Xu, Vikas Yadav, Saba Yahoo, Galal Yahya, Haibo Yang, Lin Yang, Sanni Yaya, Pengpeng Ye, Kuanysh A. Yergaliyev, Renjulal Yesodharan, Subah Abderehim Yesuf, Saber Yezli, Dehui Yin, Yazachew Engida Yismaw, Ephrem Yohannes, Dong Keon Yon, Naohiro Yonemoto, Yoosik Youm, Mustafa Z. Younis, Chuanhua Yu, Jian Yu, Yong Yu, Siddhesh Zadey, Mubashir Zafar, Muhammad Sohail Zafar, Nazar Zaki, Giulia Zamagni, Aurora Zanghi, Kourosh Zarea, Mohammed Zawiah, Addisu Jember J. Zeleke, Eyael M. Zeru, Casper J. P. Zhang, Danting Zhang, Julio Min Fei Zhang, Pei Zhang, Xiaoyi Zhang, Yue Zhang, Yunquan Zhang, Zhichang Zhang, Anthony Zhong, Claire Chenwen Zhong, Jingjing Zhou, Xiaoyun Zhou, Bin Zhu, Shijie Zhu, Zhaohua Zhu, Mikhail Zinchuk, Pedro Zitko, Ghazal Zoghi, Mohamed Ali Zoromba, Ahed H. Zyoud, Sa'ed H. Zyoud, Shaher H. Zyoud, Nicola Warren, Theo Vos, Harvey Whiteford, Alize J. Ferrari

    LANCET 407 (10543) 2040-2064 2026年5月23日

    DOI: 10.1016/S0140-6736(26)00519-2  

    ISSN:0140-6736

    eISSN:1474-547X

  17. U-Harmony: Enhancing Joint Training for Segmentation Models with Universal Harmonization

    Weiwei Ma, Xiaobing Yu, Peijie Qiu, Jin Yang, Pan Xiao, Xiaoqi Zhao, Xiaofeng Liu, Tomo Miyazaki, Shinichiro Omachi, Yongsong Huang

    2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI) 1-5 2026年4月8日

    出版者・発行元: IEEE

    DOI: 10.1109/isbi61048.2026.11515546  

  18. Disease burden attributable to intimate partner violence against females and sexual violence against children in 204 countries and territories, 1990–2023: a systematic analysis for the Global Burden of Disease Study 2023

    Luisa S Flor, Cory N Spencer, Jack Cagney, Gabriela Fernanda Gil, Hasan Aalruz, Samar Abd ElHafeez, Siddig Ibrahim Abdelwahab, Meriem Abdoun, Mesfin Abebe, Yonas Abebe, Armita Abedi, Roberto Ariel Abeldaño Zuñiga, Alemwork Abie, Olumide Abiodun, Richard Gyan Aboagye, Lucas Guimarães Abreu, Rana Kamal Abu Farha, Bilyaminu Abubakar, Sawsan Abuhammad, Meshack Achore, Lisa C Adams, Babatope Oluwadamilare Adebiyi, Kamoru Ademola Adedokun, Oluwatobi E Adegbile, Nurudeen A Adegoke, Olumide Thomas Adeleke, Makinde Adebayo Adeniyi, Miracle Ayomikun Adesina, Habeeb Omoponle Adewuyi, Qorinah Estiningtyas Sakilah Adnani, Leticia Akua Adzigbli, Aanuoluwapo Adeyimika Afolabi, Rotimi Felix Afolabi, Muhammad Sohail Afzal, Saira Afzal, Williams Agyemang-Duah, Bright Opoku Ahinkorah, Aqeel Ahmad, Danish Ahmad, Muayyad M Ahmad, Asma Ahmed, Ayman Ahmed, Haroon Ahmed, Mehrunnisha Sharif Ahmed, Oli Ahmed, Elizabeth Oluwatoyin Akin-Odanye, Wole Akosile, Idorenyin Ubon Akpabio, Zufishan Alam, Rasmieh Mustafa Al-Amer, Amani N Alansari

    The Lancet 407 (10523) 31-52 2026年1月

    DOI: 10.1016/s0140-6736(25)02503-6  

    ISSN:0140-6736

    eISSN:1474-547X

  19. Global, regional, and national burden of headache disorders, 1990–2023: a systematic analysis for the Global Burden of Disease Study 2023

    Andreas Kattem Hus⊘y, Yvonne Yiru Xu, Jaimie D Steinmetz, Mohammad Amin Aalipour, Hasan Aalruz, Deldar Morad Abdulah, Richard Gyan Aboagye, Dariush Abtahi, Samir Abu Rumeileh, Salahdein Aburuz, Qorinah Estiningtyas Sakilah Adnani, Obed Adonteng-Kissi, Giuseppina Affinito, Danish Ahmad, Negar Sadat Ahmadi, Ali Ahmed, Asma Ahmed, Shahzaib Ahmed, Mohammad Ahmmad Mahmoud Al Zoubi, Sawsan Alabbad, Yazan Al-Ajlouni, Mohammed Albashtawy, Fadwa Naji Alhalaiqa, Ashraf Alhumaidi, Mohammed Usman Ali, Syed Shujait Ali, Montaha Al-Iede, Joseph Uy Almazan, Najim Z Alshahrani, Awais Altaf, Mohammad Al-Wardat, Yaser Mohammed Al-Worafi, Karem H Alzoubi, Sohrab Amiri, Ganiyu Adeniyi Amusa, David B Anderson, Abhishek Anil, Jalal Arabloo, Aleksandr Y Aravkin, Demelash Areda, Mahsa Asadi Anar, Mohammad Asghari-Jafarabadi, Sait Ashina, Khursheed Aurangzeb, Arian Azadnia, Ahmed Y Azzam, Youngoh Bae, Razieh Bahreini, Soham Bandyopadhyay, Hiba Jawdat Barqawi, Azadeh Bashiri

    The Lancet Neurology 24 (12) 1005-1015 2025年12月

    DOI: 10.1016/s1474-4422(25)00402-8  

    ISSN:1474-4422

    eISSN:1474-4465

  20. Global burden of lower respiratory infections and aetiologies, 1990–2023: a systematic analysis for the Global Burden of Disease Study 2023

    Sarah Brooke Sirota, Rose Grace Bender, Regina-Mae Villanueva Dominguez, Amanda Movo, Lucien R Swetschinski, Daniel T Araki, Chieh Han, Eve E Wool, Jiawei He, Austin Carter, Ahmed A.J. Jabbar, Mohammad Amin Aalipour, Hasan Aalruz, Zahra Abbasi Dolatabadi, Hedayat Abbastabar, Samar Abd ElHafeez, Ashraf Nabiel Abdalla, Mohammed Altigani Abdalla, Abdullah, Emad M. Abdallah, Nadin M.I. Abdel Razeq, Atef Abdelkader, Sherief Abd-Elsalam, Siddig Ibrahim Abdelwahab, Meriem Abdoun, Arman Abdous, Mostafa M. Abdrabou, Jeza Muhamad Abdul Aziz, Deldar Morad Abdulah, Auwal Abdullahi, Toufik Abdul-Rahman, Kulmira Abdykerimova, Habtamu Abebe Getahun, Armita Abedi, Asrat Agalu Abejew, Syed Hani Abidi, Olifan Zewdie Abil, Olumide Abiodun, Richard Gyan Aboagye, Hassan Abolhassani, Ulric Sena Abonie, Abdullahi Tunde Aborode, Nagah M. Abourashed, Dariush Abtahi, Zhanar Abu, Rana Kamal Abu Farha, Fuad Hamdi A. Abuadas, Aminu Kende Abubakar, Usman Abubakar, Nermeen Abu-Elala, Eman Abu-Gharbieh

    The Lancet Infectious Diseases 26 (4) 343-361 2025年12月

    DOI: 10.1016/s1473-3099(25)00689-9  

    ISSN:1473-3099

    eISSN:1474-4457

  21. Scene Text Reconstructor: A Contextual-Aware Masking Framework for Pre-training Text Detectors

    Yaohou Fan, Tomo Miyazaki, Zhengmi Tang, Juan Wang, Yongsong Huang, Shinichiro Omachi

    Lecture Notes in Computer Science 16310 181-195 2025年11月9日

    DOI: 10.1007/978-981-95-4378-6_13  

    ISSN:0302-9743

    eISSN:1611-3349

  22. VQ-STE: Scene text erasing with mask refinement and vector-quantized texture dictionary

    Zhengmi Tang, Tomo Miyazaki, Zhijie Wang, Yongsong Huang, Jonathan Pradana Mailoa, Shinichiro Omachi

    Knowledge-Based Systems 315 113306-113306 2025年4月

    出版者・発行元: Elsevier BV

    DOI: 10.1016/j.knosys.2025.113306  

    ISSN:0950-7051

  23. Radiograph Super-resolution with Pixel-level Masked D-MNet Transformer

    Yongsong Huang, Tomo Miyazaki, Zhengmi Tang, Kaiyuan Jiang, Yaohou Fan, Dongming Yu, Shinichiro Omachi

    APSIPA Transactions on Signal and Information Processing 14 (5) 21-38 2025年

    DOI: 10.1561/116.20250055  

    ISSN:2048-7703

    eISSN:2048-7703

  24. Cross noise level PET denoising with continuous adversarial domain generalization

    Xiaofeng Liu, Samira Vafay Eslahi, Thibault Marin, Amal Tiss, Yanis Chemli, Yongsong Huang, Keith A Johnson, Georges El Fakhri, Jinsong Ouyang

    Physics in Medicine & Biology 69 (8) 085001-085001 2024年4月3日

    出版者・発行元: IOP Publishing

    DOI: 10.1088/1361-6560/ad341a  

    ISSN:0031-9155

    eISSN:1361-6560

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    Abstract Objective. Performing positron emission tomography (PET) denoising within the image space proves effective in reducing the variance in PET images. In recent years, deep learning has demonstrated superior denoising performance, but models trained on a specific noise level typically fail to generalize well on different noise levels, due to inherent distribution shifts between inputs. The distribution shift usually results in bias in the denoised images. Our goal is to tackle such a problem using a domain generalization technique. Approach. We propose to utilize the domain generalization technique with a novel feature space continuous discriminator (CD) for adversarial training, using the fraction of events as a continuous domain label. The core idea is to enforce the extraction of noise-level invariant features. Thus minimizing the distribution divergence of latent feature representation for different continuous noise levels, and making the model general for arbitrary noise levels. We created three sets of 10%, 13%–22% (uniformly randomly selected), or 25% fractions of events from 97 18F-MK6240 tau PET studies of 60 subjects. For each set, we generated 20 noise realizations. Training, validation, and testing were implemented using 1400, 120, and 420 pairs of 3D image volumes from the same or different sets. We used 3D UNet as the baseline and implemented CD to the continuous noise level training data of 13%–22% set. Main results. The proposed CD improves the denoising performance of our model trained in a 13%–22% fraction set for testing in both 10% and 25% fraction sets, measured by bias and standard deviation using full-count images as references. In addition, our CD method can improve the SSIM and PSNR consistently for Alzheimer-related regions and the whole brain. Significance. To our knowledge, this is the first attempt to alleviate the performance degradation in cross-noise level denoising from the perspective of domain generalization. Our study is also a pioneer work of continuous domain generalization to utilize continuously changing source domains.

  25. Target-oriented Domain Adaptation for Infrared Image Super-Resolution.

    Yongsong Huang, Tomo Miyazaki, Xiaofeng Liu, Yafei Dong, Shinichiro Omachi

    CoRR abs/2311.08816 2023年

    DOI: 10.48550/arXiv.2311.08816  

  26. Difference Value Network for Image Super-Resolution. 査読有り

    Zetao Jiang, Kui Pi, Yongsong Huang, Yi Qian, Shaoqin Zhang

    IEEE Signal Processing Letters 28 1070-1074 2021年

    DOI: 10.1109/LSP.2021.3080219  

    ISSN:1070-9908

    eISSN:1558-2361

  27. 基于潜在低秩表示与复合滤波的红外与弱可见光增强图像融合方法 査読有り

    49 (4) 410001-410001 2020年

    出版者・発行元:

    DOI: 10.3788/gzxb20204904.0410001  

    ISSN:1004-4213

  28. Single Image Super-Resolution: Depthwise Separable Convolution Super-Resolution Generative Adversarial Network 査読有り

    Zetao Jiang, Yongsong Huang, Lirui Hu

    APPLIED SCIENCES-BASEL 10 (1) 2020年1月

    DOI: 10.3390/app10010375  

    eISSN:2076-3417

︎全件表示 ︎最初の5件までを表示

書籍等出版物 1

  1. Infrared Image Super-Resolution via GAN

    Yongsong Huang, Shinichiro Omachi

    2024年3月

    ISBN: 9783031462375

講演・口頭発表等 10

  1. GTFMN: Guided Texture and Feature Modulation Network for Low-Light Image Enhancement and Super-Resolution 招待有り

    HUANG YONGSONG

    IEEE ICASSP 2026 2026年5月7日

  2. Scene Text Reconstructor: A Contextual-Aware Masking Framework for Pre-training Text Detectors

    32nd International Conference, ICONIP 2025 2025年10月

  3. Dual Prompting for Diverse Count-Level PET Denoising 招待有り

    Yongsong Huang

    International Symposium on Biomedical Imaging (ISBI 2025) 2025年4月16日

  4. X-ray Image Super- Resolution via Generative Model 招待有り

    Yongsong Huang

    Tohoku University - National Taiwan University 7th Symposium 2024年3月2日

  5. Learn from orientation prior for radiograph super-resolution: Orientation operator transformer 招待有り

    Yongsong Huang

    The 5th International Symposium on AI and Electronics 2024年2月19日

  6. Radiograph Super-Resolution via AID-SRGAN 招待有り

    Yongsong Huang

    International Workshop on Education and Research for Future Electronics 2023年1月20日

  7. Rethinking Degradation: Radiograph Super-Resolution via AID-SRGAN 招待有り

    Yongsong Huang

    13th Machine Learning in Medical Imaging (MLMI 2022) conjunction with MICCAI 2022 2022年9月18日

  8. Infrared Image Super-Resolution via Heterogeneous Convolutional Wasserstein GAN 招待有り

    Yongsong Huang

    18th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2021) 2021年9月10日

  9. Multimodal MRI Report Findings Supervised Brain Lesion Segmentation with Substructures 招待有り

    刘 小沣, 黄 永松

    International Symposium on Biomedical Imaging (ISBI 2026) 2026年4月

  10. U-Harmony: Enhancing Joint Training for Segmentation Models with Universal Harmonization 招待有り

    黄 永松

    International Symposium on Biomedical Imaging (ISBI 2026) 2026年4月

︎全件表示 ︎最初の5件までを表示

産業財産権 1

  1. Method for realizing image threshold segmentation based on generalized entropy combined improved lion group algorithm

    江泽涛, 黄永松, 张少钦

    産業財産権の種類: 特許権

共同研究・競争的資金等の研究課題 5

  1. 物理モデルに基づくハードウェア協調型赤外線画像超解像技術の開発

    HUANG YONGSONG

    2026年4月1日 ~ 2029年3月31日

  2. SOKAP-Connect 課題発掘型

    黄 永松, 坂井 信之, 大町 真一郎, 宮崎 智

    2026年4月 ~ 2028年3月

  3. 東北大学若手アンサンブルプロジェクト

    Gu Lin, Zahra Davoudi, Yongsong Huang, Nobuyuki, Sakai, Changpei Zha

    2026年6月 ~ 2027年3月

  4. 一般財団法人東北開発記念財団 海外派遣援助

    黄 永松

    2026年5月 ~ 2026年6月

  5. 実利用に耐えうる赤外線画像の超解像を実現する機械学習技術の開発

    黄 永松

    2023年4月25日 ~ 2025年3月31日

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    As a JSPS researcher, my recent achievements span two primary areas: infrared image super-resolution and medical image processing. This includes three journal papers, one conference paper, one book chapter, and one patent. <BR> For infrared image super-resolution, I authored a chapter titled "Infrared Image Super-Resolution via GAN" in "Applications of Generative AI," which delves into generative models for this task. Additionally, I secured a patent in image segmentation, with two more manuscripts under peer review. In medical image processing, my contributions include X-ray image super-resolution published in "Computer Methods and Programs in Biomedicine" (IF: 6.1). I also expanded into federated learning for medical image segmentation, resulting in a publication in "Artificial Intelligence in Medicine" (IF: 7.5) and another presentation at the IPMI conference. My co-authored work on PET image processing was published in "Physics in Medicine and Biology" (IF: 3.5). <BR> Beyond individual research, I participated in global collaborations, including internships at Harvard Medical School and Massachusetts General Hospital, and a visiting scholarship at National Taiwan University. These roles have broadened my network and initiated projects on PET image denoising and driving image processing. Additionally, I presented on medical image super-resolution at the 7th Tohoku University - NTU Symposium during my time in Taipei.

学術貢献活動 7

  1. External Expert Reviewer

    2025年8月10日 ~ 継続中

  2. Technical Chair

    2026年5月 ~ 2026年10月

  3. Program Committee Member, ICONIP 2025

    2025年 ~ 2025年

  4. Program Committee Member, IJCAI 2025

    2024年 ~ 2025年

  5. Session Chair

    2026年5月 ~

  6. Session Chair

    2026年4月 ~

    学術貢献活動種別: 大会・シンポジウム等

  7. Guest Editor, APSIPA Transactions on Signal and Information Processing

︎全件表示 ︎最初の5件までを表示

その他 2

  1. Conference Reviewer

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    CVPR 26; ICLR 26; IJCAI 25; NeurIPS 23; MICCAI 23-26; MLMI Workshop @ MICCAI 23 / 24; ICONIP 25

  2. Journal Reviewer

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    IEEE TPAMI; IEEE TIP; IEEE TNNLS; IEEE TGRS; IEEE TMM; IEEE TBME; IEEE JBHI; Pattern Recognition; Artificial Intelligence; Pattern Recognition Letters; Neural Processing Letters; Optics & Laser Technology; Optics Express; Applied Optics