Internal cohort raw data. حسب Lei Gao (6566)

"…Compared to traditional algorithms, machine learning algorithms are more effective at capturing nonlinear relationships and developing more accurate diagnostic and predictive models.…"

Pan-Cancer Analysis of G Protein-Coupled Receptors as Cancer Driver Genes and Drug Repurposing Targets حسب Yue Hou (2562085)

الموضوعات:

Pan-Cancer Analysis of G Protein-Coupled Receptors as Cancer Driver Genes and Drug Repurposing Targets حسب Yue Hou (2562085)

الموضوعات:

Simulated B₁⁺ maps using the standard and the low-SAR bases and the experimental maps for CH1-CH4. حسب Maryam Arianpouya (12299222)

The raw underlying data from this study. حسب Conor D. Hayden (20855587)

PATH (with persistence fingerprint) runs significantly faster than TNet-BP, a representative binding affinity prediction algorithm that uses persistent homology, on larger protein-... حسب Yuxi Long (11024307)

الموضوعات:

PATH⁺ explains tighter binding of carbonic anhydrase II by brinzolamide. حسب Yuxi Long (11024307)

الموضوعات:

An overview of PATH⁺. حسب Yuxi Long (11024307)

الموضوعات:

^aTwo HIV-1 protease mutants bound to inhibitor darunavir (G48V: PDB ID 3cyw [81] & L90M: PDB ID 2f81 [82]). حسب Yuxi Long (11024307)

الموضوعات:

Scatter plots of PATH⁺ and our implementation of TNet-BP’s predictions on a held-out, test subset of PDBBind v2020 refined set for one run (90:10 train:test split ratio,... حسب Yuxi Long (11024307)

الموضوعات:

Two protein-ligand complexes shown with their persistence fingerprint. حسب Yuxi Long (11024307)

الموضوعات:

PATH⁺ correctly predicted a weaker binding affinity for HIV-1 protease with the drug-resistant G48V mutation (right, experimental kcal/mol, PDB ID: 3cyw [81]) bound to d... حسب Yuxi Long (11024307)

الموضوعات:

Visualization by PaCMAP [52] shows that persistence fingerprint clusters protein-ligand complexes with similar binding affinity reasonably well, even beyond the training dataset (P... حسب Yuxi Long (11024307)

الموضوعات:

Performance of TNet-BP and PATH⁺ on the PDBBind v2020 refined set shows that PATH⁺ achieves similar performance with TNet-BP while having three orders fewer f... حسب Yuxi Long (11024307)

الموضوعات:

Comparison of PATH⁺ with TNet-BP [43]. حسب Yuxi Long (11024307)

الموضوعات:

Heatmap illustrating which multi-scale feature pixels were classified as “cell” by query selection. This data was collected by processing the full test set containing 29 movies fro... حسب Owen M. O’Connor (11965460)

Mitochondrial toxic prediction of marine alga toxins using a predictive model based on feature coupling and ensemble learning algorithms حسب Guangyin Jia (21075537)

"…By comparing 8 machine learning algorithms and using a weighted soft voting method to integrate the two optimal algorithms, we established 108 prediction models and identified the best ensemble learning model MACCS_LK for screening and defining its application domain. …"

Data Sheet 1_The relevance of lead prioritization: a B2B lead scoring model based on machine learning.xlsx حسب Laura González-Flores (20843411)

Hair removal preprocessing using the DullRazor algorithm before image generation. حسب Mujung Kim (22367223)

Element model generation method with geometric distribution errors حسب Yiqi Liu (21357815)

"…The product surface geometric distribution error is directly attached to the element nodes of the product ideal element model using the error surface reconstruction method and the replacement algorithm of the element node vector height based on the product’s point cloud data. …"