Sadegh Mohammadi

According to our database, Sadegh Mohammadi authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

DiNO-Diffusion: Scaling Medical Diffusion Models via Self-Supervised Pre-Training.

Guillermo Jiménez-Pérez, Pedro Osório, Josef Cersovsky, Javier Montalt-Tordera, Jens Hooge, Steffen Vogler, Sadegh Mohammadi

Proceedings of the Medical Image Understanding and Analysis - 29th Annual Conference, 2025

Investigating the Effects of Diffusion-based Conditional Generative Speech Models Used for Speech Enhancement on Dysarthric Speech.

Joanna Reszka, Parvaneh Janbakhshi, Tilak Purohit, Sadegh Mohammadi

Proceedings of the IEEE International Conference on Acoustics, 2025

2024

Fused Audio Instance and Representation for Respiratory Disease Detection.

Tuan Truong, Matthias Lenga, Antoine Serrurier, Sadegh Mohammadi

Sensors, October, 2024

DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training.

Guillermo Jiménez-Pérez, Pedro Osório, Josef Cersovsky, Javier Montalt-Tordera, Jens Hooge, Steffen Vogler, Sadegh Mohammadi

CoRR, 2024

Panoptic Segmentation of Mammograms with Text-to-Image Diffusion Model.

Kun Zhao, Jakub Prokop, Javier Montalt-Tordera, Sadegh Mohammadi

Proceedings of the Deep Generative Models - 4th MICCAI Workshop, 2024

2023

Latent Diffusion Models with Image-Derived Annotations for Enhanced AI-Assisted Cancer Diagnosis in Histopathology.

Pedro Osório, Guillermo Jiménez-Pérez, Javier Montalt-Tordera, Jens Hooge, Guillem Duran Ballester, Shivam Singh, Moritz Radbruch, Ute Bach, Sabrina Schroeder, Krystyna Siudak, Julia Vienenkoetter, Bettina Lawrenz, Sadegh Mohammadi

CoRR, 2023

Towards Hierarchical Regional Transformer-based Multiple Instance Learning.

Josef Cersovsky, Sadegh Mohammadi, Dagmar Kainmueller, Johannes Höhne

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

FAIR4Cov: Fused Audio Instance and Representation for COVID-19 Detection.

Tuan Truong, Matthias Lenga, Antoine Serrurier, Sadegh Mohammadi

CoRR, 2022

2021

How Transferable are Self-supervised Features in Medical Image Classification Tasks?

Tuan Truong, Sadegh Mohammadi, Matthias Lenga

Proceedings of the Machine Learning for Health, 2021