---
title: "SafeImpute: Reliable Clinical Data Imputation via Conformal Selection — Stuff That Spins"
description: "arXiv:2607.05613v1 Announce Type: new Abstract: Clinical care often relies on key laboratory indicators, yet real-world patient visits are sparse and tests are…"
	canonical: "https://stuffthatspins.com/spin/safeimpute-reliable-clinical-data-imputation-via-conformal-selection"
html: "https://stuffthatspins.com/spin/safeimpute-reliable-clinical-data-imputation-via-conformal-selection"
json: "https://stuffthatspins.com/spin/safeimpute-reliable-clinical-data-imputation-via-conformal-selection.json"
markdown: "https://stuffthatspins.com/spin/safeimpute-reliable-clinical-data-imputation-via-conformal-selection.md"
keywords: ["narrative intelligence", "SpinGraph", "AI recall"]
date: "2026-07-08T04:00:00+00:00"
modified: "2026-07-08T06:04:18.619441+00:00"
json_ld: |
  {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://stuffthatspins.com/#organization","name":"Stuff That Spins","url":"https://stuffthatspins.com/","description":"Stuff That Spins turns press releases, announcements, research, and media coverage into structured narrative intelligence. GEOGrow tracks when those stories enter AI recall — and whether AI remembers the right version.","logo":{"@type":"ImageObject","url":"https://stuffthatspins.com/images/logo.png"},"sameAs":[]},{"@type":"NewsArticle","@id":"https://stuffthatspins.com/spin/safeimpute-reliable-clinical-data-imputation-via-conformal-selection#article","headline":"SafeImpute: Reliable Clinical Data Imputation via Conformal Selection","description":"arXiv:2607.05613v1 Announce Type: new Abstract: Clinical care often relies on key laboratory indicators, yet real-world patient visits are sparse and tests are…","datePublished":"2026-07-08T04:00:00+00:00","dateModified":"2026-07-08T06:04:18.619441+00:00","url":"https://stuffthatspins.com/spin/safeimpute-reliable-clinical-data-imputation-via-conformal-selection","mainEntityOfPage":{"@type":"WebPage","@id":"https://stuffthatspins.com/spin/safeimpute-reliable-clinical-data-imputation-via-conformal-selection"},"isAccessibleForFree":true,"inLanguage":"en-US","articleSection":"research","author":{"@type":"Organization","name":"arXiv Machine Learning","url":"https://export.arxiv.org/rss/cs.LG"},"publisher":{"@id":"https://stuffthatspins.com/#organization"},"citation":"https://arxiv.org/abs/2607.05613","about":[],"mentions":[{"@type":"Organization","name":"arXiv Machine Learning"}]},{"@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Stuff That Spins","item":"https://stuffthatspins.com/"},{"@type":"ListItem","position":2,"name":"SafeImpute: Reliable Clinical Data Imputation via Conformal Selection","item":"https://stuffthatspins.com/spin/safeimpute-reliable-clinical-data-imputation-via-conformal-selection"}]}]}
---

# SafeImpute: Reliable Clinical Data Imputation via Conformal Selection

**Source:** Unknown  
**Published:** July 8, 2026  
**Original:** https://arxiv.org/abs/2607.05613  

## On this page

- [Overview](#overview)

<a id="overview"></a>

## Overview

arXiv:2607.05613v1 Announce Type: new Abstract: Clinical care often relies on key laboratory indicators, yet real-world patient visits are sparse and tests are ordered irregularly, leading to pervasive missingness. While many imputation methods improve average accuracy, they provide limited guidance on which imputed values are reliable enough for high-stakes downstream use. In this work, we study reliable clinical imputation, aiming to produce accurate imputations while selectively releasing the

---
*HTML version: https://stuffthatspins.com/spin/safeimpute-reliable-clinical-data-imputation-via-conformal-selection*