Convolutional neural networks can predict retinal differentiation in stem-cell derived organoids

被引:0
|
作者
Kegeles, Evgenii [1 ,2 ]
Naumov, Anton [3 ]
Karpulevich, Evgeny [2 ,3 ]
Volchkov, Pavel [2 ]
Baranov, Petr Y. [1 ]
机构
[1] Harvard Med Sch, Schepens Eye Res Inst, Massachusetts Eye & Ear, Boston, MA 02115 USA
[2] Moscow Inst Phys & Technol, Dolgoprudnyi, Russia
[3] Russian Acad Sci, Ivannikov Inst Syst Programming, Moscow, Russia
关键词
D O I
暂无
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
5201
引用
收藏
页数:3
相关论文
共 50 条
  • [41] Spatial transcriptomics of human pluripotent stem cell derived retinal organoids offers new insight in retinal development
    Dorgau, Birthe
    Collin, Joseph
    Queen, Rachel
    Rozanska, Agata
    Lako, Majlinda
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2022, 63 (07)
  • [42] Transcriptome-based molecular staging of human stem cell-derived retinal organoids uncovers accelerated photoreceptor differentiation by 9-cis retinal
    Kaya, Koray D.
    Chen, Holly Y.
    Brooks, Matthew J.
    Kelley, Ryan A.
    Shimada, Hiroko
    Nagashima, Kunio
    de Val, Natalia
    Drinnan, Charles T.
    Gieser, Linn
    Kruczek, Kamil
    Erceg, Slaven
    Li, Tiansen
    Lukovic, Dunja
    Adlakha, Yogita K.
    Welby, Emily
    Swaroop, Anand
    MOLECULAR VISION, 2019, 25 : 663 - 678
  • [43] In vitro differentiation of retinal ganglion-like cells from embryonic stem cell derived neural progenitors
    Jagatha, Balusamy
    Divya, Mundackal S.
    Sanalkumar, Rajendran
    Indulekha, Chandrasekharan L.
    Vidyanand, Sasidharan
    Divya, Thulasi S.
    Das, Ani V.
    James, Jackson
    BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2009, 380 (02) : 230 - 235
  • [44] Structural and Functional Characterization of Human Stem-Cell-Derived Retinal Organoids by Live Imaging
    Browne, Andrew W.
    Arnesano, Cosimo
    Harutyunyan, Narine
    Khuu, Thien
    Martinez, Juan Carlos
    Pollack, Harvey A.
    Koos, David S.
    Lee, Thomas C.
    Fraser, Scott E.
    Moats, Rex A.
    Aparicio, Jennifer G.
    Cobrinik, David
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2017, 58 (09) : 3311 - 3318
  • [45] Role of RB1 in human embryonic stem cell-derived retinal organoids
    Zheng, Canbin
    Schneider, Jay W.
    Hsieh, Jenny
    DEVELOPMENTAL BIOLOGY, 2020, 462 (02) : 197 - 207
  • [46] Long-read transcriptomic analysis of human stem cell-derived retinal organoids
    Keuthan, Casey
    Cavalier, Sheridan
    Hook, Paul
    Santiago, Clayton
    Anastasaki, Corina
    Gutmann, David
    Blackshaw, Seth
    Huganir, Richard
    Timp, Winston
    Zack, Donald
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2023, 64 (08)
  • [47] Device-free isolation of photoreceptors from patient stem cell derived retinal organoids
    Stone, Nicholas Edwin
    Bohrer, Laura R.
    Mullin, Nathaniel Kevin
    Mullins, Robert F.
    Stone, Edwin M.
    Tucker, Budd A.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2024, 65 (07)
  • [48] Retinal organoids derived from rhesus macaque iPSCs undergo accelerated differentiation compared to human stem cells
    Lopez, Antonio Jacobo
    Kim, Sangbae
    Qian, Xinye
    Rogers, Jeffrey
    Stout, J. Timothy
    Thomasy, Sara M.
    La Torre, Anna
    Chen, Rui
    Moshiri, Ala
    CELL PROLIFERATION, 2022, 55 (04)
  • [49] MOLECULAR MECHANISMS OF HEMATOPOIETIC STEM-CELL DIFFERENTIATION
    VONMELCHNER, H
    GANSER, A
    MARTIN, H
    GREZ, M
    HOELZER, D
    INTERNIST, 1995, 36 (04): : 372 - 377
  • [50] Nanotopography/Mechanical Induction of Stem-Cell Differentiation
    Teo, Benjamin Kim Kiat
    Ankam, Soneela
    Chan, Lesley Y.
    Yim, Evelyn K. F.
    NUCLEAR MECHANICS AND GENOME REGULATION, 2010, 98 : 241 - 294