rexi<p><a href="https://medicalxpress.com/news/2025-02-brain-imaging-text-mindllm.html" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">medicalxpress.com/news/2025-02</span><span class="invisible">-brain-imaging-text-mindllm.html</span></a></p><p>…people have different brain structures that never quite match when aligned to a standardized <a href="https://mastodon.social/tags/brainatlas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>brainatlas</span></a>…different input dimensions are required for each subject.</p><p>…neuroscience-informed activity mapping within the <a href="https://mastodon.social/tags/fMRI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>fMRI</span></a> encoder…allows the system to accommodate these varying input shapes across subjects.</p><p>By separating a voxel's functional information from its raw fMRI value, the model leverages pre-existing knowledge from <a href="https://mastodon.social/tags/neuroscience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuroscience</span></a> <a href="https://mastodon.social/tags/research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>research</span></a>…</p><p><a href="https://mastodon.social/tags/MindLLM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MindLLM</span></a></p>