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researcher

M. Muhlau

6 papers hereh-index 5171 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author6

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • eess.IV3

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedAn Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion Segmentation

2 citations · 3 across the 5 of their papers we have counts for

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2025

Optimizing Rank for High-Fidelity Implicit Neural Representations

Julian McGinnis, Florian A. Hölzl, Suprosanna Shit +6

Implicit Neural Representations (INRs) based on vanilla Multi-Layer Perceptrons (MLPs) are widely believed to be incapable of representing high-frequency content. This has directed…

cs.CV2023

A Lightweight Generative Model for Interpretable Subject-level Prediction

Chiara Mauri, Stefano Cerri, Oula Puonti +2

Recent years have seen a growing interest in methods for predicting an unknown variable of interest, such as a subject's diagnosis, from medical images depicting its anatomical-fun…

cs.CV2022★ 2 cited

An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion Segmentation

Stefano Cerri, Douglas N. Greve, Andrew Hoopes +4

In this paper we describe and validate a longitudinal method for whole-brain segmentation of longitudinal MRI scans. It builds upon an existing whole-brain segmentation method that…

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