Synthetic Histopathological Images Generation with Artificial Intelligence to Accelerate Research and Improve Clinical Outcomes in Hematology

被引:0
|
作者
Asti, Gianluca [1 ]
D'Amico, Saverio [1 ]
Curti, Nico [2 ,3 ]
Carlini, Gianluca [2 ,3 ]
Sauta, Elisabetta [1 ]
Derus, Nicolas Riccardo [4 ]
Dall'Olio, Daniele [4 ]
Sala, Claudia [4 ]
Dall'Olio, Lorenzo [2 ,3 ]
Lanino, Luca [1 ]
Maggioni, Giulia [1 ]
Campagna, Alessia [1 ]
Ubezio, Marta [1 ]
Russo, Antonio [1 ]
Todisco, Gabriele [1 ]
Tentori, Cristina Astrid [1 ]
Morandini, Pierandrea [1 ]
Bicchieri, Marilena [1 ]
Grondelli, Maria Chiara [1 ]
Zampini, Matteo [1 ]
Savevski, Victor [1 ]
Santoro, Armando [5 ,6 ]
Kordasti, Shahram [7 ]
Santini, Valeria [8 ]
Kubasch, Anne Sophie [9 ]
Platzbecker, Uwe [10 ]
Diez-Campelo, Maria [11 ]
Fenaux, Pierre [12 ]
Zhao, Lin-Pierre [12 ]
Zeidan, Amer M. [13 ,14 ]
Haferlach, Torsten [15 ]
Castellani, Gastone [4 ]
Della Porta, Matteo Giovanni [1 ,16 ]
机构
[1] IRCCS, Humanitas Clin & Res Ctr, Rozzano, Italy
[2] Univ Bologna, Dept Phys & Astron, Bologna, Italy
[3] IRCCS Inst Neurol Sci Bologna, Data Sci & Bioinformat Lab, Bologna, Italy
[4] Univ Bologna, Bologna, Italy
[5] Humanitas Canc Ctr, Rozzano, Italy
[6] Humanitas Univ, Pieve Emanuele & IRCCS Humanitas Res Hosp, Humanitas Canc Ctr Rozzano, Milan, Italy
[7] Kings Coll London, London, England
[8] Univ Florence, MDS Unit, DMSC, AOU Careggi, Florence, Italy
[9] Univ Med Ctr Leipzig, Dept Hematol Cellular Therapy Hemostaseol & Infec, Leipzig, Germany
[10] Univ Hosp Leipzig, Med Clin & Policlin 1, Hematol & Cellular Therapy, Leipzig, Germany
[11] Salamanca IBSAL Univ Hosp, Dept Hematol, Salamanca, Spain
[12] St Louis Hosp, APHP, Paris, France
[13] Yale Sch Med, Sect Hematol, Dept Internal Med, New Haven, CT USA
[14] Yale Canc Ctr, New Haven, CT USA
[15] MLL Munich Leukemia Lab, Munich, Germany
[16] Humanitas Univ, Dept Biomed Sci, Pieve Emanuele, Italy
关键词
D O I
10.1182/blood-2023-187521
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页数:5
相关论文
共 50 条
  • [41] Artificial intelligence can improve patients’ experience in decentralized clinical trials
    Kevin A. Thomas
    Łukasz Kidziński
    [J]. Nature Medicine, 2022, 28 : 2462 - 2463
  • [42] Artificial intelligence can improve patients' experience in decentralized clinical trials
    Thomas, Kevin A.
    Kidzinski, Lukasz
    [J]. NATURE MEDICINE, 2022, 28 (12) : 2462 - 2463
  • [43] Liver cancer: Artificial intelligence in clinical radiology should improve diagnostics
    Teufel, Andreas
    Haselmann, Verena
    Frolich, Matthias
    [J]. ROFO-FORTSCHRITTE AUF DEM GEBIET DER RONTGENSTRAHLEN UND DER BILDGEBENDEN VERFAHREN, 2023, 195 (07): : 629 - 630
  • [44] Challenges for introducing artificial intelligence to improve the efficiency of a next generation assessment approach
    Moon, Brian
    Beat, Farina
    Nair, Sneha
    Slaughter, Andrew
    [J]. eLearn Magazine, 2021, 2021 (September):
  • [45] THE USE OF AN ARTIFICIAL INTELLIGENCE ALGORITHM TO IMPROVE THE ACCURACY OF CLINICAL TRIALS IN CIDP
    Katz, Jonathan
    Levine, Todd
    Vaughn, Leslie
    Zenner, Glenn
    Badger, Gary
    Schmidt, Patrick
    [J]. MUSCLE & NERVE, 2020, 62 : S87 - S87
  • [46] Performance of artificial intelligence chatbots in interpreting clinical images of pressure injuries
    Shiraishi, Makoto
    Kanayama, Koji
    Kurita, Daichi
    Moriwaki, Yuta
    Okazaki, Mutsumi
    [J]. WOUND REPAIR AND REGENERATION, 2024,
  • [47] Automated Generation and Analysis of Molecular Images Using Generative Artificial Intelligence Models
    Zhu, Zhiwen
    Lu, Jiayi
    Yuan, Shaoxuan
    He, Yu
    Zheng, Fengru
    Jiang, Hao
    Yan, Yuyi
    Sun, Qiang
    [J]. JOURNAL OF PHYSICAL CHEMISTRY LETTERS, 2024, 15 (07): : 1985 - 1992
  • [48] Towards Synthetic Generation of Clinical Rosacea Images with GAN Models
    Mohanty, Anwesha
    Sutherland, Alistair
    Bezbradica, Marija
    Javidnia, Hossein
    [J]. 2022 33RD IRISH SIGNALS AND SYSTEMS CONFERENCE (ISSC), 2022,
  • [49] Accuracy of an Artificial Intelligence Chatbot's Interpretation of Clinical Ophthalmic Images
    Mihalache, Andrew
    Huang, Ryan S.
    Popovic, Marko M.
    Patil, Nikhil S.
    Pandya, Bhadra U.
    Shor, Reut
    Pereira, Austin
    Kwok, Jason M.
    Yan, Peng
    Wong, David T.
    Kertes, Peter J.
    Muni, Rajeev H.
    [J]. JAMA OPHTHALMOLOGY, 2024, 142 (04) : 321 - 326