renal
Datasets
All datasets matching “renal”SMMILe_Renal3clinical-fluid-balance-renal-response-coherence-risk-v0.1What this repo is for
Detect when
fluid balance signals
and
renal management
fall out of alignment
before
acute kidney injury
or fluid overload harm.
clinical-quad-ddi-renal-clearance-inhibition-exposure-accumulation-toxicity-v0.1What this repo does
This dataset models acute toxicity risk driven by drug–drug interaction and renal clearance inhibition. It predicts when the interaction between impaired renal clearance, CYP inhibition, dose density, and exposure accumulation produces a toxicity event.
Core quad
renal_clearance_index
cyp_inhibition_index
dose_density_index
exposure_accumulation_index
Prediction target
label_toxicity_event
Row structure
Each row represents a patient pharmacokinetic state snapshot during… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-ddi-renal-clearance-inhibition-exposure-accumulation-toxicity-v0.1.clinical-quad-renal-stress-buffer-lag-coupling-aki-transition-v0.4
What this repo does
This repository introduces a Clarus v0.4 dataset for acute kidney injury transition boundary discovery.
The dataset models renal deterioration as a coupled system where stress, physiological reserve, delayed intervention, and organ coupling interact.
Version v0.4 focuses on identifying when the system lies on the instability boundary rather than simply forecasting collapse.
The task is to detect when the renal system is sufficiently close to collapse that small… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-renal-stress-buffer-lag-coupling-aki-transition-v0.4.clinical-quad-ddi-renal-drift-conmed-change-attribution-bias-v0.2Clinical Quad DDI Renal Drift ConMed Change Attribution Bias v0.2
What this dataset does
It tests whether a model can detect when adverse event attribution becomes unreliable because pharmacology and operations drift together.
The quad nodes
ddi_risk
renal_drift
conmed_change
ae_attribution_bias
Labels
coherent
renal drift absent
attribution bias low
only mild DDI and conmed change
tradeoff
mixed strain
attribution decisions become uncertain
collapse_risk
DDI high… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-ddi-renal-drift-conmed-change-attribution-bias-v0.2.clinical-quad-renal-stress-buffer-lag-coupling-aki-transition-v0.6
What this repo does
This repository contains a Clarus v0.6 intervention pathway dataset focused on acute kidney injury transition dynamics.
The dataset evaluates whether a model can determine if a proposed intervention meaningfully stabilizes a deteriorating renal system.
The task requires reasoning from:
system state
trajectory toward instability
boundary geometry
recovery geometry
intervention vector
projected trajectory consequence
The model cannot read the answer directly.
It… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-renal-stress-buffer-lag-coupling-aki-transition-v0.6.