Localized ECG at PCG Auscultation Sites including Respiration Data description: All the data were saved in ‘.mat’ format, and the sampling frequency was 20kHz. There are 12 folders including 12 subjects’ data. In each folder, there are 4 .mat files, named as 2-A, 1-AM, 1-AP, and 1-AT. ‘2’ and ‘1’ means experimental stage I and stage II. ‘A’, ‘P’, ‘T’, and ‘M’ means the measured auscultation sites. ‘AM’ means both two sites PCG and ECG...

This file contains source code and dataset of paper "A Probabilistic Model of Activity Recognition with Loose Clothing". This paper proposes a probabilistic model and verifies it in a physical realisation and a real human activity recognition task. The experiment result shows that this model can be used to predict the performance of activity reignition in different situations. This study is also the first to suggest that fabric movement can be beneficial to activity recognition...

All raw data and analysis from Browne et al. 'Rapid presynaptic maturation in naturally regenerating axons of the adult mouse olfactory nerve' Cell Reports 41:111750 https://doi.org/10.1016/j.celrep.2022.111750
Includes image files (Zeiss .lsm), exported text files from electrophysiological recordings (.xls/.csv), matlab analysis scripts (.m; note scripts for image analysis of glomerular coverage are in the 'Figure 1' folder, with usage instructions), and statistical analyses (Prism .pzf).
All data are summarised in the stand-alone 'Cell reports...

This repository contains active/passive voice sentences and their sentence embeddings. The repository also contains the code used to generate these files. The file "active_passive_full_cleaned.tsv" has two columns (for active/passive voice) and 472635 rows, because it contains that many sentence pairs. The corresponding file of sentence embedding vectors is "active_passive_embedding_full.npy". It contains a numpy array of shape (472635, 2, 384). 472635 sentences, two columns for active/passive voice, and the embedding dimension of each sentence is 384....

The data set includes:
WP1 the catalogue & landing page research database - with 3 sheets: 1. the main catalogue database, which combines the Lumiere database with the titles added in from the JustWatch research, plus colums to indicate which titles were found during the LPR; 2. a list with titles found during the landing page research; 3. a list with findings from the JustWatch research; (See Catalogue and Landing Page Research– this is...

This file contains source code and dataset of paper "A Probabilistic Model of Activity Recognition with Loose Clothing". This paper proposes a probabilistic model and verifies it in a physical realisation and a real human activity recognition task. The experiment result shows that this model can be used to predict the performance of activity reignition in different situations. This study is also the first to suggest that fabric movement can be beneficial to activity recognition...

Do NOT download the "PWS example data" folder unless needed.
For more details on how to use the package, refer to the README.txt file.
BEAMS is a collection of MATLAB scripts and a Wolfram interactive notebook which together allow the user to calculate the fields of any electromagnetic beam incident on any material structure with at least one axis of continous rotational symmetry. The generated beam is a 3D time-harmonic non-paraxial field valid...

This repository contains active/passive voice sentences and their sentence embeddings. The repository also contains the code used to generate these files. The file "active_passive_full_cleaned.tsv" has two columns (for active/passive voice) and 472635 rows, because it contains that many sentence pairs. The corresponding file of sentence embedding vectors is "active_passive_embedding_full.npy". It contains a numpy array of shape (472635, 2, 384). 472635 sentences, two columns for active/passive voice, and the embedding dimension of each sentence is 384....

This study adopted a convergent parallel mixed-method study involving an online quantitative survey and qualitative interviews with three samples. Through a series of modified Delphi workshops (between September 2020 and December 2021) a wide range of stakeholders (service users, health and social care workers, members of the public), experts and advisory groups were involved in co-producing content for a survey module to be embedded into an existing national longitudinal study of NHS staff (NHS CHECK...

This study adopted a convergent parallel mixed-method study involving an online quantitative survey and qualitative interviews with three samples. Through a series of modified Delphi workshops (between September 2020 and December 2021) a wide range of stakeholders (service users, health and social care workers, members of the public), experts and advisory groups were involved in co-producing content for a survey module to be embedded into an existing national longitudinal study of NHS staff (NHS CHECK...

The data set includes:
WP1 the catalogue & landing page research database - with 3 sheets: 1. the main catalogue database, which combines the Lumiere database with the titles added in from the JustWatch research, plus colums to indicate which titles were found during the LPR; 2. a list with titles found during the landing page research; 3. a list with findings from the JustWatch research; (See Catalogue and Landing Page Research– this is...

Do NOT download the "PWS example data" folder unless needed.
For more details on how to use the package, refer to the README.txt file.
BEAMS is a collection of MATLAB scripts and a Wolfram interactive notebook which together allow the user to calculate the fields of any electromagnetic beam incident on any material structure with at least one axis of continous rotational symmetry. The generated beam is a 3D time-harmonic non-paraxial field valid...

Localized ECG at PCG Auscultation Sites including Respiration Data description: All the data were saved in ‘.mat’ format, and the sampling frequency was 20kHz. There are 12 folders including 12 subjects’ data. In each folder, there are 4 .mat files, named as 2-A, 1-AM, 1-AP, and 1-AT. ‘2’ and ‘1’ means experimental stage I and stage II. ‘A’, ‘P’, ‘T’, and ‘M’ means the measured auscultation sites. ‘AM’ means both two sites PCG and ECG...

Confocal raw microscopy images (czi) from every figue and analysis done in MS Excel. Zipped data folders include readme files explaining how to navigate them.

Case-controlled studies documenting the diagnostic performance of delayed post gadolinium MRI descriptors in distinguishing MD ears from asymptomatic ears or ears with other audio-vestibular conditions were identified (MEDLINE, EMBASE, Web of Science, Scopus databases: updated 17/2/2022). The meta-analysis included 66 unique studies and 3073 ears with MD, evaluating 11 MRI descriptors (in columns). The additional sheets pertain to the meta-regression. a)clinical classifications b) control group type (asymptomatic ear contralateral to MD v asymptomatic ears in...

All raw data and analysis from Browne et al. 'Rapid presynaptic maturation in naturally regenerating axons of the adult mouse olfactory nerve' Cell Reports 41:111750 https://doi.org/10.1016/j.celrep.2022.111750
Includes image files (Zeiss .lsm), exported text files from electrophysiological recordings (.xls/.csv), matlab analysis scripts (.m; note scripts for image analysis of glomerular coverage are in the 'Figure 1' folder, with usage instructions), and statistical analyses (Prism .pzf).
All data are summarised in the stand-alone 'Cell reports...

Confocal raw microscopy images (czi) from every figue and analysis done in MS Excel. Zipped data folders include readme files explaining how to navigate them.