Publikationen

Seite 1 von 14.

Pervaiz Khan; Andreas Dengel; Sheraz Ahmed
Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning
In: 31st International Conference on Neural Information Processing. International Conference on Neural Information Processing (ICONIP-2024), December 2-6, New Zealand, Springer Nature, 2025.
Pervaiz Khan; Andreas Dengel; Sheraz Ahmed
Improving Medical Image Classification via Representation Fusion and Contrastive Learning
In: International Conference on Digital Image Computing: Techniques and Applications (DICTA 2024). International Conference on Digital Image Computing Techniques and Applications (DICTA-2024), November 27-29, Pert, Australia, IEEE Xplore, 2025.
Payal Varshney; Adriano Lucieri; Christoph Peter Balada; Andreas Dengel; Sheraz Ahmed
Pattern Recognition, 27th International Conference, ICPR 2024 Kolkata, India, December 1-5, 2024 Proceedings, Part XII
In: Apostolos Antonacopoulos; Subhasis Chaudhuri; Rama Chellappa; Cheng-Lin Liu; Saumik Bhattacharya; Umapada Pal (Hrsg.). Pattern Recognition 27th International Conference, ICPR 2024 Kolkata, India, December 1–5, 2024 Proceedings, Part XII. International Conference on Pattern Recognition (ICPR-2024), located at 27th International Conference, ICPR 2024, December 1-5, Kolkata, India, DFKI Research Reports (RR), ISBN 978-3-031-78198-8, Springer Nature Link, Cham, 12/2024.
Nabeel Khalid; Maria Caropresse; Gillian Lovell; Andreas Dengel; Sheraz Ahmed
CellSpot: Deep Learning-Based Efficient Cell Center Detection in Microscopic Images
In: 33rd International Conference on Artificial Neural Networks ICANN. International Conference on Artificial Neural Networks (ICANN-2024), September 17-20, Lugano, Switzerland, Springer Nature, Switzerland, 9/2024.
Nabeel Khalid; Mohammadmahdi Koochali; Duway Nicolas Lesmes Leon; Maria Caroprese; Gillian Lovell; Daniel A Porto; Johan Trygg; Andreas Dengel; Sheraz Ahmed
CellGenie: An end-to-end Pipeline for Synthetic Cellular Data Generation and Segmentation: A Use Case for Cell Segmentation in Microscopic Images
In: 28th UK Conference on Medical Image Understanding and Analysis - MIUA. Medical Image Understanding and Analysis (MIUA-2024), Spriner Nature, 8/2024.
Nabeel Khalid; Maria Caroprese; Gillian Lovell; Daniel A Porto; Johan Trygg; Andreas Dengel; Sheraz Ahmed
Bounding Box is all you need: Learning to Segment Cells in 2D Microscopic Images via Box Annotations
In: 28th UK Conference on Medical Image Understanding and Analysis - MIUA. Medical Image Understanding and Analysis (MIUA-2024), Spriner Nature, 8/2024.
Saifullah Saifullah; Dominique Mercier; Adriano Lucieri; Andreas Dengel; Sheraz Ahmed
The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods
In: Frontiers in Artificial Intelligence (Front. Artif. Intell.), Vol. 7, Pages 1-26, Frontiers, 7/2024.
Hina Ghafoor; Muhammad Nabeel Asim; Muhammad Ali Ibrahim; Sheraz Ahmed; Andreas Dengel
CAPTURE: Comprehensive anti-cancer peptide predictor with a unique amino acid sequence encoder
In: Computers in Biology and Medicine - An International Journal, Vol. 176, Page 108538, Elsevier, 6/2024.
Pervaiz Khan; Adread Dengel; Sheraz Ahmed
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification
In: Proceedings of ICAART 2024. International Conference on Agents and Artificial Intelligence (ICAART-2024), February 24-26, Rome, Italy, SCITEPRESS, 2024.
Pervaiz Khan; Muhammad Nabeel Asim; Andreas Dengel; Sheraz Ahmed
A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content
In: Proceedings of ICAART 2024. International Conference on Agents and Artificial Intelligence (ICAART-2024), February 24-26, Rome, Italy, SCITEPRESS, 2024.