aperivue/medsci-skills

1

mllm-eval Design or audit a model-agnostic evaluation harness for an LLM or multimodal LLM on a clinical task (radiology report…

aperivue/medsci-skills

63

2

preprocess-imaging Design or audit the data-preparation stage of a medical-imaging model — DICOM/NIfTI intake, resampling and intensity …

aperivue/medsci-skills

63

3

radiomics-ml Produce or audit a radiomics / tabular clinical-ML study — imaging or clinical features → any classical learner (pena…

aperivue/medsci-skills

63

4

uncertainty-imaging Design or audit the uncertainty-quantification, out-of-distribution (OOD) detection, and selective-prediction layer o…

aperivue/medsci-skills

62

5

explainability Produce or audit the interpretability/explainability analysis of a medical-imaging model — Grad-CAM / Grad-CAM++ / at…

aperivue/medsci-skills

60

6

contribute Offer your local changes back to the project — a journal profile you added, a checklist item you fixed, a skill you a…

aperivue/medsci-skills

55

7

profile-imaging Profile a medical-imaging dataset before any modelling decision is made — the acquisition grid, voxel spacing and ori…

aperivue/medsci-skills

48

8

model-sourcing Vet the concrete third-party model a study will be built on — this repository, this revision, this checkpoint — not t…

aperivue/medsci-skills

47

9

obsidian-paper-vault Turn a folder of research PDFs into an Obsidian knowledge vault — consistently formatted literature notes with frontm…

aperivue/medsci-skills

26