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
  • [1] Synthetic Data Generation by Artificial Intelligence to Accelerate Research and Precision Medicine in Hematology
    D'Amico, Saverio
    Dall'Olio, Daniele
    Sala, Claudia
    Dall'Olio, Lorenzo
    Sauta, Elisabetta
    Zampini, Matteo
    Asti, Gianluca
    Lanino, Luca
    Maggioni, Giulia
    Campagna, Alessia
    Ubezio, Marta
    Russo, Antonio
    Bicchieri, Maria Elena
    Riva, Elena
    Tentori, Cristina A.
    Travaglino, Erica
    Morandini, Pierandrea
    Savevski, Victor
    Santoro, Armando
    Prada-Luengo, Inigo
    Krogh, Anders
    Santini, Valeria
    Kordasti, Shahram
    Platzbecker, Uwe
    Diez-Campelo, Maria
    Fenaux, Pierre
    Haferlach, Torsten
    Castellani, Gastone
    Della Porta, Matteo Giovanni
    [J]. JCO CLINICAL CANCER INFORMATICS, 2023, 7 : e2300021
  • [2] Synthetic Data Generation By Artificial Intelligence to Accelerate Translational Research and Precision Medicine in Hematological Malignancies
    D'Amico, Saverio
    Sauta, Elisabetta
    Bersanelli, Matteo
    Dall'Olio, Daniele
    Sala, Claudia
    Dall'Olio, Lorenzo
    Morandini, Pierandrea
    Tommasini, Tobia
    Bicchieri, Marilena
    Zampini, Matteo
    Savevski, Victor
    Prada-Luengo, Inigo
    Krogh, Anders
    Platzbecker, Uwe
    Diez-Campelo, Maria
    Santini, Valeria
    Fenaux, Pierre
    Haferlach, Torsten
    Gastone, Castellani
    Della Porta, Matteo G.
    [J]. BLOOD, 2022, 140 : 9744 - 9746
  • [3] SYNTHETIC DATA GENERATION AND CLASSIFICATION OF HISTOPATHOLOGICAL IMAGES
    Derus, Nicolas
    Curti, Nico
    Giampieri, Enrico
    Dall'olio, Daniele
    Sala, Claudia
    Castellani, Gastone
    [J]. JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY, 2023, 23 (06)
  • [5] Can Artificial Intelligence Accelerate Fluid Mechanics Research?
    Drikakis, Dimitris
    Sofos, Filippos
    [J]. FLUIDS, 2023, 8 (07)
  • [6] Application of artificial intelligence to hepatobiliary cancer clinical outcomes research
    Endo, Yutaka
    Alaimo, Laura
    Catalano, Giovanni
    Chatzipanagiotou, Odysseas P.
    Pawlik, Timothy M.
    [J]. ARTIFICIAL INTELLIGENCE SURGERY, 2024, 4 (02): : 59 - 67
  • [7] Global Research Trends of Artificial Intelligence on Histopathological Images: A 20-Year Bibliometric Analysis
    Zhou, Wentong
    Deng, Ziheng
    Liu, Yong
    Shen, Hui
    Deng, Hongwen
    Xiao, Hongmei
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 19 (18)
  • [8] Development of an Artificial Intelligence Solution for the Analysis of Histopathological Images as an Improved Clinical Test for Coeliac Disease
    Schreiber, B. A.
    Schonlieb, C. B.
    Gilbey, J. D.
    Soilleux, E. J.
    [J]. JOURNAL OF PATHOLOGY, 2022, 256 : S6 - S6
  • [9] ARTIFICIAL INTELLIGENCE IN OUTCOMES RESEARCH STUDIES
    Graili, Pooyeh
    Ieraci, Luciano
    Hosseinkhah, Nazanin
    Argent-Katwala, Mary
    [J]. MEDICAL DECISION MAKING, 2021, 41 (04) : E152 - E153
  • [10] Using artificial intelligence to improve human performance: efficient retinal disease detection training with synthetic images
    Tabuchi, Hitoshi
    Engelmann, Justin
    Maeda, Fumiatsu
    Nishikawa, Ryo
    Nagasawa, Toshihiko
    Yamauchi, Tomofusa
    Tanabe, Mao
    Akada, Masahiro
    Kihara, Keita
    Nakae, Yasuyuki
    Kiuchi, Yoshiaki
    Bernabeu, Miguel O.
    [J]. BRITISH JOURNAL OF OPHTHALMOLOGY, 2024,