Data (3). حسب Qingnan Ji (22662198)

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External 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.…"

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.…"

Whole slide images classification code. حسب Yaëlle Bellahsen-Harrar (22139194)

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

a. How various statistical models account for modulation classification performance across the entire dataset. حسب Chris Scholes (3309477)

Code snippet from “Netty/Buffer” Maven artefact. حسب Matthew Yit Hang Yeow (20721206)

"…Our approach uses cross-project code clone detection to establish the ground truth for software reuse, identifying code clones across popular GitHub projects as indicators of potential reuse candidates. …"

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)

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Horizontal coding of milling parameters. حسب Nanqi Li (11640083)

Model code حسب Waltraud Schulze (20695250)

"…The latter provides insights into the inherent texture complexity of the image data due to the lossless coding. For classification of leaf surfaces from tree species based on the computed features, we utilized the k-nearest neighbors (kNN) algorithm with k=3. …"

S1 File - حسب Xiaojie Feng (6873953)

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

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

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The 10 features captured by persistence fingerprint. حسب Yuxi Long (11024307)

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

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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)

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

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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)

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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)

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