Synthetic Data Generation By Artificial Intelligence to Accelerate Translational Research and Precision Medicine in Hematological Malignancies

被引:2
|
作者
D'Amico, Saverio [1 ]
Sauta, Elisabetta [1 ]
Bersanelli, Matteo [2 ]
Dall'Olio, Daniele [3 ]
Sala, Claudia [3 ]
Dall'Olio, Lorenzo [3 ]
Morandini, Pierandrea [1 ]
Tommasini, Tobia [1 ]
Bicchieri, Marilena [2 ]
Zampini, Matteo [2 ]
Savevski, Victor [1 ]
Prada-Luengo, Inigo [4 ]
Krogh, Anders [4 ]
Platzbecker, Uwe [5 ]
Diez-Campelo, Maria [6 ]
Santini, Valeria [7 ]
Fenaux, Pierre [8 ]
Haferlach, Torsten [9 ]
Gastone, Castellani [3 ]
Della Porta, Matteo G. [10 ,11 ]
机构
[1] Humanitas Res Hosp, Artificial Intelligence Ctr, Milan, Italy
[2] IRCCS Humanitas Res Hosp, Rozzano, Italy
[3] Univ Bologna, DIMES, Bologna, Italy
[4] Univ Copenhagen, Copenhagen, Denmark
[5] Univ Hosp Leipzig, Dept Hematol Cell Therapy & Hemostaseol, Leipzig, Germany
[6] Salamanca IBSAL Univ Hosp, Dept Hematol, Salamanca, Spain
[7] AOU Careggi Univ Florence, MDS Unit, Florence, Italy
[8] Univ Paris, Dept Hematol, St Louis Hosp, Paris, France
[9] MLL Munich Leukemia Lab, Munich, Germany
[10] Humanitas Univ, Artificial Intelligence Ctr, Canc Ctr, Humanitas Res Hosp, Milan, Italy
[11] Humanitas Univ, Ctr Accelerating Leukemia Res CALR, Artificial Intelligence Ctr, Milan, Italy
关键词
D O I
10.1182/blood-2022-168646
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页码:9744 / 9746
页数:3
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] Artificial Intelligence Guided Precision Medicine Approach to Hematological Disease
    Takei, Tomomi
    Yokoyama, Kazuaki
    Yusa, Nozomi
    Nakamura, Sousuke
    Ogawa, Miho
    Kondoh, Kanya
    Kobayashi, Masayuki
    Kobayashi, Asako
    Ito, Mika
    Shimizu, Eigo
    Yamamoto, Mako
    Kasajima, Rika
    Yuji, Koichiro
    Yamaguchi, Rui
    Furukawa, Yoichi
    Imoto, Seiya
    Miyano, Satoru
    Tojo, Arinobu
    [J]. BLOOD, 2018, 132
  • [3] Artificial Intelligence in Cancer Research and Precision Medicine
    Bhinder, Bhavneet
    Gilvary, Coryandar
    Madhukar, Neel S.
    Elemento, Olivier
    [J]. CANCER DISCOVERY, 2021, 11 (04) : 900 - 915
  • [4] Can artificial intelligence accelerate preclinical drug discovery and precision medicine?
    Farnoud, Ali
    Ohnmacht, Alexander J.
    Meinel, Martin
    Menden, Michael P.
    [J]. EXPERT OPINION ON DRUG DISCOVERY, 2022, 17 (07) : 661 - 665
  • [5] Synthetic Histopathological Images Generation with Artificial Intelligence to Accelerate Research and Improve Clinical Outcomes in Hematology
    Asti, Gianluca
    D'Amico, Saverio
    Curti, Nico
    Carlini, Gianluca
    Sauta, Elisabetta
    Derus, Nicolas Riccardo
    Dall'Olio, Daniele
    Sala, Claudia
    Dall'Olio, Lorenzo
    Lanino, Luca
    Maggioni, Giulia
    Campagna, Alessia
    Ubezio, Marta
    Russo, Antonio
    Todisco, Gabriele
    Tentori, Cristina Astrid
    Morandini, Pierandrea
    Bicchieri, Marilena
    Grondelli, Maria Chiara
    Zampini, Matteo
    Savevski, Victor
    Santoro, Armando
    Kordasti, Shahram
    Santini, Valeria
    Kubasch, Anne Sophie
    Platzbecker, Uwe
    Diez-Campelo, Maria
    Fenaux, Pierre
    Zhao, Lin-Pierre
    Zeidan, Amer M.
    Haferlach, Torsten
    Castellani, Gastone
    Della Porta, Matteo Giovanni
    [J]. BLOOD, 2023, 142
  • [6] Big data, artificial intelligence, and cardiovascular precision medicine
    Krittanawong, Chayakrit
    Johnson, Kipp W.
    Hershman, Steven G.
    Tang, W. H. Wilson
    [J]. EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT, 2018, 3 (05): : 305 - 317
  • [7] Design of next generation precision medicine trials using artificial intelligence
    Le Tourneau, Christophe
    [J]. MOLECULAR CANCER THERAPEUTICS, 2023, 22 (12)
  • [8] Editorial: Artificial Intelligence for Precision Medicine
    Deng, Jun
    Hartung, Thomas
    Capobianco, Enrico
    Chen, Jake Y.
    Emmert-Streib, Frank
    [J]. FRONTIERS IN ARTIFICIAL INTELLIGENCE, 2022, 4
  • [9] Artificial intelligence in precision medicine in hepatology
    Su, Tung-Hung
    Wu, Chih-Horng
    Kao, Jia-Horng
    [J]. JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2021, 36 (03) : 569 - 580
  • [10] Artificial Intelligence in Precision Cardiovascular Medicine
    Krittanawong, Chayakrit
    Zhang, HongJu
    Wang, Zhen
    Aydar, Mehmet
    Kitai, Takeshi
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2017, 69 (21) : 2657 - 2664