However, the lack of a specific label complicates distinguishing between different structures inside cells. In recent years, the concept of virtual staining has emerged39,40,41,42, in which a deep learning model is taught to map between a label-free imaging modality (e.g., brightfield, QPI...
We first illustrate the utility of iDISCO using FoxP2 immunolabeling on adult (4 months old) mouse brain, as this transcription factor, well-studied for its role in the specification of neural networks involved in vocalization (Enard et al., 2009), is widely expressed throughout the brain (...
The Test Tube netlabel seems to resemble this spirit with some of its artists. Though relatively new, it already has a remarkable back catalogue I haven’t listened to it in its entirety yet. Quite outstanding in my opinion are the tracks ofThanos Chrysakis(UK) andDarren McClure(Japan). A...
after a successful ten year career with his previous moniker'Beef Terminal'. While Beef Terminal was probably a more physical adventure, with guitar based musical structures, The Sales Department is completely focused on an emotional and mental connection with the music, through classic IDM rhythmic ...
especially for the highly imbalanced case ofHIV. The results confirm our intuition that the multi-label setting is better in modeling the problem compared to the multi-class methods, as both multi-label methods involved in the comparison (MLT and ML-SVM) lead to the best results. Both SL-MC...
However, the detection of cancer is one of the most difficult tasks in cancer pathology. Trained pathologists can analyze complicated tissue structures and detect tumors, but the judgements are subjective, qualitative, and time-consuming, resulting in significant intra- and inter-observer variability. ...
although rates seemed to increase after sessions. However, treatment resulted in significant improvement on cognitive impulsivity and depressive symptoms, and was well-tolerated. Conclusion: Despite the limitations involved, this pilot study allows preliminary evaluation of HF-rTMS effects on DD in MDD,...
Evidence suggests that non-invasive brain stimulation over the dlPFC can improve risk taking, reward seeking, computation of values, as well as other processes involved in impulsive behavior [18]. Transcranial magnetic stimulation (TMS) is a non-invasive technique based on the induction of an elect...
Unlike the nonlinear structure of multiple labels in traditional HMTC (hierarchical multi-label text classification) problems [24], the multiple categories corresponding to text in HTMC-PGT are linear structures. To clearly express the focus of this article, this section first defines the hierarchical...
Activated β2 integrins play an important role in cellular adhesion, migration and phagocytosis. The lack of the β subunit can block preimplantation development (β1) and perinatal lethality (β8) and is involved in various defects of leukocyte function (β2, β7), inflammation (β6), ...