Monitoring Retinoblastoma by Machine Learning of Aqueous Humor Metabolic Fingerprinting

Small Methods ◽  
2021 ◽  
pp. 2101220
Author(s):  
Wanshan Liu ◽  
Yingxiu Luo ◽  
Jingjing Dai ◽  
Ludi Yang ◽  
Lin Huang ◽  
...  
2020 ◽  
Vol 16 (5) ◽  
pp. 425-435 ◽  
Author(s):  
Ciara Myer ◽  
Leila Abdelrahman ◽  
Santanu Banerjee ◽  
Ram B. Khattri ◽  
Matthew E. Merritt ◽  
...  

We identified 298 metabolites in pseudoexfoliation (PEX) glaucoma, primary open angle glaucoma (POAG) and non-glaucomatous controls. Machine learning can classify aqueous humor into the three distinct categories and presents the opportunity for future predictions.


Ophthalmology ◽  
2021 ◽  
Author(s):  
Naoya Nezu ◽  
Yoshihiko Usui ◽  
Akira Saito ◽  
Hiroyuki Shimizu ◽  
Masaki Asakage ◽  
...  

2020 ◽  
Vol 43 ◽  
Author(s):  
Myrthe Faber

Abstract Gilead et al. state that abstraction supports mental travel, and that mental travel critically relies on abstraction. I propose an important addition to this theoretical framework, namely that mental travel might also support abstraction. Specifically, I argue that spontaneous mental travel (mind wandering), much like data augmentation in machine learning, provides variability in mental content and context necessary for abstraction.


2020 ◽  
Author(s):  
Mohammed J. Zaki ◽  
Wagner Meira, Jr
Keyword(s):  

2020 ◽  
Author(s):  
Marc Peter Deisenroth ◽  
A. Aldo Faisal ◽  
Cheng Soon Ong
Keyword(s):  

Author(s):  
Lorenza Saitta ◽  
Attilio Giordana ◽  
Antoine Cornuejols

Author(s):  
Shai Shalev-Shwartz ◽  
Shai Ben-David
Keyword(s):  

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