User profiles for Karolina Socha

Karolina Socha

UCL
Verified email at ucl.ac.uk
Cited by 148

[HTML][HTML] Standardized and reproducible measurement of decision-making in mice

…, A Pan-Vazquez, C Rossant, J Sanders, K Socha… - Elife, 2021 - ncbi.nlm.nih.gov
Progress in science requires standardized assays whose results can be readily shared,
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 …

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 …

Standardized and reproducible measurement of decision-making in mice

…, A Pan-Vazquez, C Rossant, J Sanders, K Socha… - Elife, 2021 - elifesciences.org
Progress in science requires standardized assays whose results can be readily shared,
compared, and reproduced across laboratories. Reproducibility, however, has been a concern …

Brain-wide representations of prior information in mouse decision-making

…, N Roth, R Schaeffer, M Schartner, Y Shi, KZ Socha… - BioRxiv, 2023 - biorxiv.org
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 …

[HTML][HTML] Characterizing the nonlinear structure of shared variability in cortical neuron populations using latent variable models

MR Whiteway, K Socha, V Bonin… - Neurons, behavior, data …, 2019 - ncbi.nlm.nih.gov
Sensory neurons often have variable responses to repeated presentations of the same stimulus,
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-(…

[HTML][HTML] Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open-source tools

…, GT Meijer, JP Noel, A Pan-Vazquez, KZ Socha… - bioRxiv, 2023 - ncbi.nlm.nih.gov
Pose estimation algorithms are shedding new light on animal behavior and intelligence.
Most existing models are only trained with labeled frames (supervised learning). Although …

A brain-wide map of neural activity during complex behaviour

…, N Roth, R Schaeffer, M Schartner, Y Shi, KZ Socha… - bioRxiv, 2023 - biorxiv.org
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 …

Reproducibility of in-vivo electrophysiological measurements in mice

…, A Pan-Vazquez, N Roth, M Schartner, K Socha… - bioRxiv, 2022 - biorxiv.org
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 …