Johanna P. Müller

Venues

Frequent coauthors

Papers

1. Diffusing the Blind Spot: Uterine MRI Synthesis with Diffusion ModelsBibTeX ⧉
   MICCAI 2025 · Johanna P. Müller,

   Anika Knupfer

   ,

   Pedro Blöss

   ,

   Edoardo Berardi Vittur

   ,

   Bernhard Kainz

   ,

   Jana Hutter
2. GroundingDINO for Open-Set Lesion Detection in Medical ImagingBibTeX ⧉
   MICCAI 2025 ·

   Samuel J. Roughley

   , Johanna P. Müller,

   Shangqi Gao

   ,

   Zeyu Gao

   ,

   Marta Ligero

   ,

   Rudolfs Blums

   ,

   Mireia Crispin-Ortuzar

   ,

   Julia A. Schnabel

   ,

   Bernhard Kainz

   ,

   Cosmin I. Bercea

   ,

   Inês Prata Machado
3. L-FUSION: Laplacian Fetal Ultrasound Segmentation and Uncertainty EstimationBibTeX ⧉
   MICCAI 2025 · Johanna P. Müller,

   Robert Wright

   ,

   Thomas G. Day

   ,

   Lorenzo Venturini

   ,

   Samuel Budd

   ,

   Hadrien Reynaud

   ,

   Joseph V. Hajnal

   ,

   Reza Razavi

   ,

   Bernhard Kainz
4. Last Layer Laplacian Pseudocoresets for Robust Medical Image AnalysisBibTeX ⧉
   MICCAI 2025 ·

   Franciskus Xaverius Erick

   , Johanna Paula Müller,

   Zhe Li

   ,

   Bernhard Kainz
5. Image-Conditioned Diffusion Models for Medical Anomaly DetectionBibTeX ⧉
   MICCAI 2024 ·

   Matthew Baugh

   ,

   Hadrien Reynaud

   ,

   Sergio Naval Marimont

   ,

   Sarah Cechnicka

   , Johanna P. Müller,

   Giacomo Tarroni

   ,

   Bernhard Kainz
6. Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and InterpretabilityBibTeX ⧉
   AAAI 2024 ·

   Mischa Dombrowski

   ,

   Hadrien Reynaud

   , Johanna P. Müller,

   Matthew Baugh

   ,

   Bernhard Kainz
7. Uncertainty-Aware Vision Transformers for Medical Image AnalysisBibTeX ⧉
   MICCAI 2024 ·

   Franciskus Xaverius Erick

   ,

   Mina Rezaei

   , Johanna Paula Müller,

   Bernhard Kainz