Sadegh Mohammadi

13 papers Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
DiNO-Diffusion: Scaling Medical Diffusion Models via Self-Supervised Pre-Training.
MIUA (1)
Guillermo Jiménez-Pérez, Pedro Osório, Josef Cersovsky, Javier Montalt-Tordera, Jens Hooge, Steffen Vogler, Sadegh Mohammadi
2025 — conf
Investigating the Effects of Diffusion-based Conditional Generative Speech Models Used for Speech Enhancement on Dysarthric Speech.
ICASSP Workshops
Joanna Reszka, Parvaneh Janbakhshi, Tilak Purohit, Sadegh Mohammadi
2024 J jnl
DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training.
CoRR
Guillermo Jiménez-Pérez, Pedro Osório, Josef Cersovsky, Javier Montalt-Tordera, Jens Hooge, Steffen Vogler, Sadegh Mohammadi
2024 J jnl
Fused Audio Instance and Representation for Respiratory Disease Detection.
Sensors
Tuan Truong, Matthias Lenga, Antoine Serrurier, Sadegh Mohammadi
2024 J jnl
Investigating the Effects of Diffusion-based Conditional Generative Speech Models Used for Speech Enhancement on Dysarthric Speech.
CoRR
Joanna Reszka, Parvaneh Janbakhshi, Tilak Purohit, Sadegh Mohammadi
2024 J jnl
Panoptic Segmentation of Mammograms with Text-To-Image Diffusion Model.
CoRR
Kun Zhao, Jakub Prokop, Javier Montalt-Tordera, Sadegh Mohammadi
2024 — conf
Panoptic Segmentation of Mammograms with Text-to-Image Diffusion Model.
DGM4MICCAI@MICCAI
Kun Zhao, Jakub Prokop, Javier Montalt-Tordera, Sadegh Mohammadi
2023 J jnl
Latent Diffusion Models with Image-Derived Annotations for Enhanced AI-Assisted Cancer Diagnosis in Histopathology.
CoRR
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
2023 — conf
Towards Hierarchical Regional Transformer-based Multiple Instance Learning.
ICCV (Workshops)
Josef Cersovsky, Sadegh Mohammadi, Dagmar Kainmueller, Johannes Höhne
2023 J jnl
Towards Hierarchical Regional Transformer-based Multiple Instance Learning.
CoRR
Josef Cersovsky, Sadegh Mohammadi, Dagmar Kainmueller, Johannes Höhne
2022 J jnl
FAIR4Cov: Fused Audio Instance and Representation for COVID-19 Detection.
CoRR
Tuan Truong, Matthias Lenga, Antoine Serrurier, Sadegh Mohammadi
2021 J jnl
How Transferable Are Self-supervised Features in Medical Image Classification Tasks?
CoRR
Tuan Truong, Sadegh Mohammadi, Matthias Lenga
2021 — conf
How Transferable are Self-supervised Features in Medical Image Classification Tasks?
ML4H@NeurIPS
Tuan Truong, Sadegh Mohammadi, Matthias Lenga