User profiles for Karolina Socha
Karolina SochaUCL Verified email at ucl.ac.uk Cited by 148 |
[HTML][HTML] Standardized and reproducible measurement of decision-making in mice
Progress in science requires standardized assays whose results can be readily shared,
compared, and reproduced across laboratories. Reproducibility, however, has been a concern …
compared, and reproduced across laboratories. Reproducibility, however, has been a concern …
[HTML][HTML] Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders
…, E Rodriguez, M Schartner, K Socha… - PLoS computational …, 2021 - journals.plos.org
Recent neuroscience studies demonstrate that a deeper understanding of brain function
requires a deeper understanding of behavior. Detailed behavioral measurements are now often …
requires a deeper understanding of behavior. Detailed behavioral measurements are now often …
Physician dual practice: a review of literature
KZ Socha, M Bech - Health policy, 2011 - Elsevier
OBJECTIVES: A combination of public and private practice by physicians, referred to as
physician dual practice, has been receiving attention in connection with arguments about its …
physician dual practice, has been receiving attention in connection with arguments about its …
Standardized and reproducible measurement of decision-making in mice
Progress in science requires standardized assays whose results can be readily shared,
compared, and reproduced across laboratories. Reproducibility, however, has been a concern …
compared, and reproduced across laboratories. Reproducibility, however, has been a concern …
Brain-wide representations of prior information in mouse decision-making
The neural representations of prior information about the state of the world are poorly
understood. To investigate this issue, we examined brain-wide Neuropixels recordings and …
understood. To investigate this issue, we examined brain-wide Neuropixels recordings and …
[HTML][HTML] Characterizing the nonlinear structure of shared variability in cortical neuron populations using latent variable models
Sensory neurons often have variable responses to repeated presentations of the same stimulus,
which can significantly degrade the stimulus information contained in those responses. …
which can significantly degrade the stimulus information contained in those responses. …
Bottlebrush polymer with dual functionality for osteoarthritis treatment: curcumin delivery and lubrication properties
G Charmi, M Rahimi, K Socha, DA Pham, L Séguy… - Polymer …, 2023 - pubs.rsc.org
Herein, inspired by the structure of phosphatidylcholine lipid (a typical cartilage matrix) with
the presence of zwitterionic charges, a bottlebrush polymer was developed, namely poly(4-(…
the presence of zwitterionic charges, a bottlebrush polymer was developed, namely poly(4-(…
[HTML][HTML] Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open-source tools
Pose estimation algorithms are shedding new light on animal behavior and intelligence.
Most existing models are only trained with labeled frames (supervised learning). Although …
Most existing models are only trained with labeled frames (supervised learning). Although …
A brain-wide map of neural activity during complex behaviour
A key challenge in neuroscience is understanding how neurons in hundreds of interconnected
brain regions integrate sensory inputs with prior expectations to initiate movements. It has …
brain regions integrate sensory inputs with prior expectations to initiate movements. It has …
Reproducibility of in-vivo electrophysiological measurements in mice
Understanding whole-brain-scale electrophysiological recordings will rely on the collective
work of multiple labs. Because two labs recording from the same brain area often reach …
work of multiple labs. Because two labs recording from the same brain area often reach …