Convolutional vs RNN context encoder حسب Eloy Geenjaar (21533195)

الموضوعات:

Each subfigure shows a different local size (LS) and context size (CS) configuration, where the reliability of the model across different initializations is measured in R-squared. حسب Eloy Geenjaar (21533195)

الموضوعات:

Kaplan-Meier analysis showing cumulative incidence of all-cause mortality by number of cognitive activities. حسب Linjia Duan (13276989)

الموضوعات:

Stratified analyses by potential modifiers of the association between the number of cognitive activities and all-cause mortality. حسب Linjia Duan (13276989)

الموضوعات:

The influence of training-time noise on classification accuracy and reliability حسب Eloy Geenjaar (21533195)

الموضوعات:

Data sample demographics. Note that AP refers to anti-psychotic medication, and AD refers to anti-depressive medication. Thus, AP and AD in this table refer to the percentage of pa... حسب Eloy Geenjaar (21533195)

الموضوعات:

An abstract depiction of our model, for the independent version of the model, the context representation is not concatenated inside the local encoder. حسب Eloy Geenjaar (21533195)

الموضوعات:

Associations of number of cognitive activities with all-cause mortality and medication analysis of number of cognitive activities by baseline cognitive function. حسب Linjia Duan (13276989)

الموضوعات:

Flow chart of participants selection. حسب Linjia Duan (13276989)

الموضوعات:

These subfigures show a visualization of the context embeddings for the DSVAE model with LS=2=4,CS=2. The first subfigure from the left shows three patient clusters, the second sub... حسب Eloy Geenjaar (21533195)

الموضوعات:

The window classification accuracy for two of our proposed models (DSVAE, IDSVAE), windowed FNC (wFNC), and two baseline methods: context-only (CVAE), and local-only (LVAE). حسب Eloy Geenjaar (21533195)

الموضوعات:

Baseline characteristics by number of cognitive activities. حسب Linjia Duan (13276989)

الموضوعات:

The three schizophrenia patient clusters visualized using functional connectivity matrices. To create the visualizations, we take all the windows belonging to a cluster and average... حسب Eloy Geenjaar (21533195)

الموضوعات:

One-Step Coaxial Electrospinning of PS/BTO@PVDF Core–Shell Nanofibers for Double-Layered TENGs with Ferroelectric-Enhanced Charge Storage Layer حسب Junseo Gu (20666925)

"…In this study, polystyrene (PS)/BaTiO₃ (BTO)@polyvinylidene fluoride (PVDF) core–shell nanofibers (NFs) were developed through a one-step coaxial electrospinning process, simplifying fabrication while significantly increasing the energy conversion efficiency of the TENG. …"

One-Step Coaxial Electrospinning of PS/BTO@PVDF Core–Shell Nanofibers for Double-Layered TENGs with Ferroelectric-Enhanced Charge Storage Layer حسب Junseo Gu (20666925)

"…In this study, polystyrene (PS)/BaTiO₃ (BTO)@polyvinylidene fluoride (PVDF) core–shell nanofibers (NFs) were developed through a one-step coaxial electrospinning process, simplifying fabrication while significantly increasing the energy conversion efficiency of the TENG. …"

Analysis of FROM dynamics (pre-epidemic). حسب Cuicui Liu (1496260)

الموضوعات: "…phenomenon intensified significantly…"

Analysis of FROM dynamics (post epidemic). حسب Cuicui Liu (1496260)

الموضوعات: "…phenomenon intensified significantly…"

Robustness check. حسب Cuicui Liu (1496260)

الموضوعات: "…phenomenon intensified significantly…"

Third. حسب Cuicui Liu (1496260)

الموضوعات: "…phenomenon intensified significantly…"

Analysis of TO dynamics (in-epidemic). حسب Cuicui Liu (1496260)

الموضوعات: "…phenomenon intensified significantly…"