CoolFace
17 results

clinical-report

ClarusC64 /clinical-imaging-report-action-coherence-risk-v0.1What this repo is for Detect when imaging answers a question but the system fails to acknowledge and act Common breaks critical report not acknowledged report late for urgent indication action delayed after critical finding negative result not integrated Examples you can use CTPA positive but anticoag not started CT head bleed not escalated CT perforation with delayed surgery You use it to flag missed diagnosis risk treatment delay risk texttext-classificationn<1K0 likes44 downloads7mo agoHugging FaceClarusC64 /clinical-quad-safety-signal-latency-reporting-lag-conmed-confound-v0.1Clarus Clinical Quad Coupling Safety Signal Latency Reporting Lag Conmed Confound v0.1 What this dataset isThis dataset tests whether a model can detect latent safety signals when four interacting nodes create uncertainty. Quad coupling nodes Emerging safety event pattern Reporting or entry latency Concomitant medication or behavior confound Governance decision timing such as DSMB, batch release, or safety review Input One vignette OutputReturn strict JSON only. Required output… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-safety-signal-latency-reporting-lag-conmed-confound-v0.1.texttext-generationn<1K0 likes27 downloads7mo agoHugging FaceClarusC64 /clinical-imaging-order-perform-report-coherence-risk-v0.1What this repo is for You detect when imaging gets ordered But the loop breaks Common breaks scan never happens report arrives late report exists but nobody reviews it Examples you can use CT head for bleed ordered but delayed CXR report available but no clinician acknowledgement urgent CT done but report stuck in queue You use it to flag diagnostic delay risk before downstream harm texttext-classificationn<1K0 likes23 downloads7mo agoHugging FaceClarusC64 /clinical-imaging-order-report-action-coherence-risk-v0.1texttext-classificationn<1K0 likes16 downloads7mo agoHugging FaceClarusC64 /clinical-imaging-request-report-delivery-coherence-risk-v0.1What this repo is for Detect when imaging is ordered but reports arrive late or not at all High impact examples stroke CT report delay trauma imaging backlog ICU urgent imaging reporting lag You use it to flag diagnosis and treatment delay risk texttext-classificationn<1K0 likes15 downloads7mo agoHugging FaceClarusC64 /clinical-quad-ae-signal-background-noise-reporting-lag-causality-bias-v0.1Clinical Quad AE Noise Lag Attribution Bias v0.1 Each row is a site week safety snapshot. Core quad AE signal rateBackground noise rateReporting lagAttribution bias Target label_stop_signal_next_30d Files data/train.csvdata/tester.csvscorer.py Evaluation Run model on data/tester.csvReturn predictions row alignedScore with scorer.py License MIT tabulartext-classificationn<1K0 likes9 downloads7mo agoHugging Face