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-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.ABX-HT-002_renal_clearance_decoupling-v0.1ABX-HT-002 Renal Clearance Decoupling
Purpose
Detect early kidney function marker drift that no longer tracks drug levels.
Core pattern
stress_index high
exposure_index high
renal_coherence_index drops
egfr_drop_vs_expected or creatinine_rise_vs_expected stays high
later_severe_aki_flag appears
Files
data/train.csv
data/test.csv
scorer.py
Schema
Each row is one timepoint in a within series time course.
Required columns
row_id
series_id
timepoint_h
host_model
drug
drug_conc_mg_L… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-HT-002_renal_clearance_decoupling-v0.1.