We evaluate our approach on two benchmark datasets of laboratory mouse video and one dataset of octopus video. We show that it outperforms existing methods and reaches human-level performance with little training data. In addition to outputting behavior labels for each video frame, we also ...
Initially, researchers applied qualitative methods, such as listening and visually discerning sounds in spectrograms. Advances in computer technology and the development of software for the automatic detection and classification of sounds have allowed bioacousticians to quickly find sounds in recordings, ...
a如果你愿意做“白老鼠”的话,我就愿意煮多多请你吃 If you are willing to make “the white mouse”, I am willing to boil very much ask you to eat[translate] aRead-In substructures automatically up to level 被读入的亚结构自动地由水平决定[translate] ...
Fig. 2: De novo mapping of developing mouse B cell populations using autoCSC. a Schematic illustration of the workflow used to phenotype B cell populations and identify subpopulations. b Quantified surface protein distribution of developing B cell populations visualised by upset plot. The bar chart...
Hematopoietic stem cells (HSCs) and multipotent progenitors (MPPs) are important for lifelong blood production and are uniquely defined by their capacity to self-renew while contributing to the pool of differentiating cells. HSC is a rare population in mouse bone marrow, with approximately 1 in 105...
Human-computer interfaces (HCI) allow people to control electronic devices, such as computers, mouses, wheelchairs, and keyboards, by bypassing the biochannel without using motor nervous system signals. These signals permit communication between people and electronic-controllable devices. This communication...
Due to the intricate relationship between the small non-coding ribonucleic acid (miRNA) sequences, the classification of miRNA species, namely Human, Gorilla, Rat, and Mouse is challenging. Previous methods are not robust and accurate. In this study, we present AtheroPoint’s GeneAI 3.0, a po...
The world's first mouse with 27 MHz RF wireless technology was released by Logitech in 1991, and the industry giant released the first wireless keyboard and mouse kit in 1998. This was the beginning of the market for keyboards and mice using 27 MHz RF wireless technology. 27 MHz RF refers...
Cell segmentation and classification are critical tasks in spatial omics data analysis. Here we introduce CelloType, an end-to-end model designed for cell segmentation and classification for image-based spatial omics data. Unlike the traditional two-stag
To understand the function of cortical circuits, it is necessary to catalog their cellular diversity. Past attempts to do so using anatomical, physiological or molecular features of cortical cells have not resulted in a unified taxonomy of neuronal or glial cell types, partly due to limited data....