Steffen Vogler

13 papers A* 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study.
IEEE Access
Farnaz Khun Jush, Steffen Vogler, Tuan Truong, Matthias Lenga
2025 J jnl
Content-based 3D Image Retrieval and a ColBERT-inspired Re-ranking for Tumor Flagging and Staging.
CoRR
Farnaz Khun Jush, Steffen Vogler, Matthias Lenga
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
2024 J jnl
A Standardized Machine-readable Dataset Documentation Format for Responsible AI.
CoRR
Nitisha Jain, Mubashara Akhtar, Joan Giner-Miguelez, Rajat Shinde, Joaquin Vanschoren, Steffen Vogler, Subhra S. Goswami, Yuhan Rao, Tim Santos, Luis Oala, Michalis Karamousadakis, Manil Maskey, Pierre Marcenac, Costanza Conforti, Michael Kuchnik, Lora Aroyo, Omar Benjelloun, Elena Simperl
2024 J jnl
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study.
CoRR
Farnaz Khun Jush, Steffen Vogler, Tuan Truong, Matthias Lenga
2024 — conf
Croissant: A Metadata Format for ML-Ready Datasets.
DEEM@SIGMOD
Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Pieter Gijsbers, Joan Giner-Miguelez, Nitisha Jain, Michael Kuchnik, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Pierre Ruyssen, Rajat Shinde, Elena Simperl, Goeffry Thomas, Slava Tykhonov, Joaquin Vanschoren, Jos van der Velde, Steffen Vogler, Carole-Jean Wu
2024 A* conf
Croissant: A Metadata Format for ML-Ready Datasets.
NeurIPS
Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Luca Foschini, Joan Giner-Miguelez, Pieter Gijsbers, Sujata S. Goswami, Nitisha Jain, Michalis Karamousadakis, Michael Kuchnik, Satyapriya Krishna, Sylvain Lesage, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Hamidah Oderinwale, Pierre Ruyssen, Tim Santos, Rajat Shinde, Elena Simperl, Arjun Suresh, Goeffry Thomas, Slava Tykhonov, Joaquin Vanschoren, Susheel Varma, Jos van der Velde, Steffen Vogler, Carole-Jean Wu, Luyao Zhang
2024 J jnl
Croissant: A Metadata Format for ML-Ready Datasets.
CoRR
Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Joan Giner-Miguelez, Nitisha Jain, Michael Kuchnik, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Pierre Ruyssen, Rajat Shinde, Elena Simperl, Goeffry Thomas, Slava Tykhonov, Joaquin Vanschoren, Steffen Vogler, Carole-Jean Wu
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 — conf
Medical Image Retrieval Using Pretrained Embeddings.
ISBI
Farnaz Khun Jush, Tuan Truong, Steffen Vogler, Matthias Lenga
2023 J jnl
Medical Image Retrieval Using Pretrained Embeddings.
CoRR
Farnaz Khun Jush, Tuan Truong, Steffen Vogler, Matthias Lenga
2021 J jnl
Machine Learning for Health: Algorithm Auditing & Quality Control.
J. Medical Syst.
Luis Oala, Andrew G. Murchison, Pradeep Balachandran, Shruti Choudhary, Jana Fehr, Alixandro Werneck Leite, Peter G. Goldschmidt, Christian Johner, Elora D. M. Schörverth, Rose Nakasi, Martin Meyer, Federico Cabitza, Pat D. Baird, Carolin Prabhu, Eva Weicken, Xiaoxuan Liu, Markus Wenzel, Steffen Vogler, Darlington Ahiale Akogo, Shada Alsalamah, Emre Kazim, Adriano S. Koshiyama, Sven Piechottka, Sheena Macpherson, Ian Shadforth, Regina Geierhofer, Christian Matek, Joachim Krois, Bruno Sanguinetti, Matthew Arentz, Pavol Bielik, Saúl Calderón Ramírez, Auss Abbood, Nicolas Langer, Stefan Haufe, Ferath Kherif, Sameer Pujari, Wojciech Samek, Thomas Wiegand
2021 J jnl
Towards Fine-grained Visual Representations by Combining Contrastive Learning with Image Reconstruction and Attention-weighted Pooling.
CoRR
Jonas Dippel, Steffen Vogler, Johannes Höhne