Medical image analysis - Open Access .click

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Multi-domain improves classification in out-of-distribution and data-limited scenarios for medical image analysis. [PDF]

Sci Rep
Ozkan E, Boix X.
europepmc +1 more source

Hyperosmotic stress‐induced redistribution of pre‐mRNA cleavage factor I subunits is associated with shifts in alternative polyadenylation

FEBS Open Bio, EarlyView.
Hyperosmotic stress triggers the relocation of the CFIm complex from the nucleus to the cytoplasm. This shift creates a nuclear ‘stoichiometric bottleneck’, limiting CFIm availability for mRNA processing. Consequently, specific mRNAs like NUDT21 and DICER1 undergo targeted 3′UTR shortening, demonstrating how spatial protein dynamics drive rapid ...
Hitomi Soumiya, Masatake Osawa, Hidefumi Fukumitsu +2 more
wiley +1 more source

Unveiling the black box: A systematic review of Explainable Artificial Intelligence in medical image analysis. [PDF]

Comput Struct Biotechnol J
Muhammad D, Bendechache M.
europepmc +1 more source

Evaluating the involvement of autolysosomes in the nuclear translocation of fluorescent proteins

FEBS Open Bio, EarlyView.
Endogenously expressed fluorescent proteins can be degraded by autophagy and transported to cell nuclei via the nuclear pore complex. But in some cell lines, for example, HeLa cells which are positive for immunoreactivity of a receptor ligand, such as UCN I, in cell nuclei, fusion of autolysosome with the nuclear envelope is involved in the nuclear ...
Keiichi Ikeda
wiley +1 more source

Self-supervised learning for medical image analysis: Discriminative, restorative, or adversarial? [PDF]