A hypergraph from an incidence matrix | Projections and network metrics | Community detection | Perturbation impact | Comparison against a null model | Reproducing the paper's statistics | Where to go next | Reference
Package: PhysioMSKNet 0.3.1
Yusuke Matsui
PhysioMSKNet: Musculoskeletal Network Analysis for Physiological Data
Network science analysis of the human musculoskeletal system. Implements hypergraph representations of muscle-bone connections, physical simulation via damped harmonic oscillators, perturbation-based impact scoring, community detection, and clinical outcome prediction. Based on Murphy et al. (2018) <doi:10.1371/journal.pbio.2002811>.
Authors:
PhysioMSKNet_0.3.1.tar.gz
PhysioMSKNet_0.3.1.zip(r-4.7-any)PhysioMSKNet_0.3.1.zip(r-4.6-any)PhysioMSKNet_0.3.1.zip(r-4.5-any)
PhysioMSKNet_0.3.1.tgz(r-4.6-any)PhysioMSKNet_0.3.1.tgz(r-4.5-any)
PhysioMSKNet_0.3.1.tar.gz(r-4.7-any)PhysioMSKNet_0.3.1.tar.gz(r-4.6-any)
PhysioMSKNet_0.3.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
PhysioMSKNet/json (API)
| # Install 'PhysioMSKNet' in R: |
| install.packages('PhysioMSKNet', repos = c('https://x-biosignal.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/x-biosignal/physiomsknet/issues
Pkgdown/docs site:https://x-biosignal.github.io
Last updated from:4b245c1a2c. Checks:5 NOTE, 2 OK, 2 ERROR. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | NOTE | 193 | ||
| source / vignettes | OK | 210 | ||
| linux-release | NOTE | 198 | ||
| macos-release | ERROR | 204 | ||
| macos-oldrel | ERROR | 229 | ||
| windows-devel | NOTE | 209 | ||
| windows-release | NOTE | 176 | ||
| windows-oldrel | NOTE | 176 | ||
| wasm-release | OK | 99 |
Exports:calibrateEMGDrivenModeldefaultMusclePathdegreeDistributionemgCommunityCompareemgDrivenForceemgDrivenForceElasticemgDrivenJointMomentemgDrivenParamsemgMSKEnrichmentemgStructuralCoherenceemgToExcitationemgToMSKMappingequilibriumFiberLengthexcitationToActivationforceLengthActiveforceLengthPassiveforceVelocityhillMuscleForcehyperedgeDegreeimuCommunityDynamicsimuImpactPredictionimuNetworkKinematicsimuToMSKMappingloadIncidenceMatrixloadMSKDataloadMuscleMetadataloadValidationDatamocapCommunityDynamicsmocapImpactPredictionmocapNetworkKinematicsmocapToMSKMappingmomentArmmskAdaptProtocolmskAnnotatemskBetweennessmskClinicalEvidencemskClinicalPredictormskClosenessmskCommunityDetectmskCommunityProfilemskCompensationEvolutionmskCompensationNetworkmskCompensationRiskScoremskCompensationSummarymskConsensusPartitionmskCoordinationQualityScoremskDetectCompensationmskDetectRecoveryPlateaumskDetectResponderStatusmskEnrichKGmskFunctionalMilestonesmskHomuncCorrelationMSKHypergraphmskImpactDeviationmskImpactRecoveryModelmskImpactScoremskImpactScoreAllmskInjuryRiskProfilemskKGSummarymskLinkOutcomeMeasuremskLongitudinalTrackermskMinimalDetectableChangemskModularitymskNetworkMetricsmskNeuralAdaptationIndexmskNullEnsemblemskNullHypergraphmskOutcomeConfidenceIntervalmskOutcomeReportmskOutcomeSummarymskPathwayQuerymskPredictFunctionalOutcomemskReassessmskRecoveryTimelinemskRecoveryTrajectoryFitmskRehabProtocolmskReproducePapermskRobustRegressionmskShortestPathsmskSimulatemskSynergyChangeIndexmskZRandmusclePathmuscleTendonKinematicsneuromechCorticomuscularCouplingneuromechDirectionalCouplingneuromechElectromechanicalDelayneuromechIntegratedVulnerabilityneuromechJointTorqueneuromechMotorDriveTopographyneuromechMuscleSynergyneuromechSummaryopensimCompareModelsopensimForceToImpactopensimNetworkAnalysisopensimToMSKHypergraphplotCommunityStructureplotDegreeDistributionplotHomunculusplotImpactVsDegreeplotImpactVsRecoveryplotMSKNetworkprojectBoneGraphprojectMuscleGraphtendonForceLengthvertexDegree
