Embedded Intelligence

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1. 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.

2. 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.

3. 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.

4. 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.

5. 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.

6. 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.

7. Saifullah Saifullah; Dominique Mercier; Stefan Agne; Andreas Dengel; Sheraz Ahmed

   Towards privacy preserved document image classification: a comprehensive benchmark

   In: International Journal on Document Analysis and Recognition (IJDAR), Vol. Special Issue Paper, Springer Nature, 2024.

8. Fabian Schmeisser; Andreas Dengel; Sheraz Ahmed

   Point-Based Weakly Supervised 2.5D Cell Segmentation

   In: Michael Wand; Kristina Malinovska; Jürgen Schmidhuber; Igor V. Tetko (Hrsg.). 33rd International Conference on Artificial Neural Networks Lugano, Switzerland, September 17–20, 2024 Proceedings, Part VIII. International Conference on Artificial Neural Networks (ICANN-2024), Springer, 2024.

9. Nabeel Khalid; Tiago Comassetto Froes; Maria Caroprese; Gillian Lovell; Johan Trygg; Andreas Dengel; Sheraz Ahmed

   PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis

   In: ICANN 2023. International Conference on Artificial Neural Networks (ICANN-2023), 32nd International Conference on Artificial Neural Networks, located at ICANN 2023, September 26-29, Heraklion, Crete, Greece, Springer, 9/2023.

10. Saifullah Saifullah; Stefan Agne; Andreas Dengel; Sheraz Ahmed

    ColDBin: Cold Diffusion for Document Image Binarization

    In: Document Analysis and Recognition - ICDAR 2023. International Conference on Document Analysis and Recognition (ICDAR-2023), located at The 17th International Conference on Document Analysis and Recognition, August 21-26, San José, California, California, USA, Springer Nature Switzerland, 8/2023.

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