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> Background
> The drug discovery and development pipeline is a long and arduous process that inevitably hampers rapid drug development. Therefore, strategies to improve the efficiency of drug develo…
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We need to determine a design for the filtering functionality on the disease dynamic listing pages. These designs will implement these filters:
- subtype
- stage
- drug/intervention
- age
- locat…
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We will extract associations from DrugCentral including “Indication”, “ContraIndication”, “Adverse Event” and “Off-Label Use” relationships between drugs and diseases.
We need to extract the requi…
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Command: find d/|
It finds all persons who use a | separator in their drug allergy field.
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Feature Description
Description:
The Lung-Disease-Detection feature is an advanced AI-driven tool designed to…
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Suppose I have a patient that I know to have allergies to Paracetamol and Penicillin, and i record it as such. So the app stores the information as "Paracetamol | Penicillin".
If one day that patient…
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Rework `setup_anndata()` to use `CategoricalObsField` instead of `ObsmField` (https://docs.scvi-tools.org/en/stable/tutorials/notebooks/data_tutorial.html#Recording-AnnData-state-with-object-registrat…
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The design of your adjacency matrix `adj_mats_orig` and the way you split the train/test set will cause a huge **data leakage problem** in your training, because your validation and test set is create…
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[Yang, Sheng-Yong. "Pharmacophore modeling and applications in drug discovery: challenges and recent advances." *Drug discovery today* 15, no. 11-12 (2010): 444-450.](https://doi.org/10.1016/j.drudis.…
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## 🚀 Feature
Area Under ROC with log transformed FPR.
### Motivation
LogAUC is similar to AUROC and is a popular and effective metric to evaluate classification models on very imbalanced data…