Publications

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Saifullah Saifullah; Shoaib Ahmed Siddiqui; Stefan Agne; Andreas Dengel; Sheraz Ahmed
Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification
In: 26th International Conference on Pattern Recognition 2022. International Conference on Pattern Recognition (ICPR-2022), August 21-25, Montreal, …
Muhammad Nabeel Asim; Muhammad Ali Ibrahim; Muhammad Imran Malik; Christoph Zehe; Olivier Cloarec; Johan Trygg; Andreas Dengel; Sheraz Ahmed
EL-RMLocNet: An explainable LSTM network for RNA-associated multi-compartment localization prediction
In: Computational and Structural Biotechnology Journal, Vol. 20, Pages 3986-4002, Elsevier, 2022.
Pervaiz Iqbal Khan; Imran Razzak; Andreas Dengel; Sheraz Ahmed
A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets
In: Artificial Neural Networks and Machine Learning - ICANN 2022 - Proceedings. International Conference on Artificial Neural Networks (ICANN-2022), …
Nabeel Khalid; Fabian Schmeisser; Mohammadmahdi Koochali; Mohsin Munir; Christoffer Edlund; Rickard Sjögren; Andreas Dengel; Sheraz Ahmed
Point2Mask: A Weakly Supervised Approach for Cell Segmentation using Point Annotation
In: 2022 Annual Conference on Medical Image Understanding and Analysis. Medical Image Understanding and Analysis (MIUA-2022), July 25-29, Cambridge, …
Nabeel Khalid; Mohammadmahdi Koochali; Vikas Rajashekar; Mohsin Munir; Christoffer Edlund; Rickard Sjögren; Andreas Dengel; Sheraz Ahmed
DeepMuCS: A Framework for Co-culture Microscopic Image Analysis: From Generation to Segmentation
In: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI). IEEE-EMBS International Conference on Biomedical and Health …
Shoaib Ahmed Siddiqui; Dominique Mercier; Andreas Dengel; Sheraz Ahmed
TSInsight: A local-global attribution framework for interpretability in time-series data
In: Sensors - Open Access Journal (Sensors), Vol. 21, Pages 1-16, MDPI, 11/2021.
Dominique Mercier; Adriano Lucieri; Mohsin Munir; Andreas Dengel; Sheraz Ahmed
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification
In: IEEE Transactions on Industrial Informatics, Vol. 18, No. 11, Pages 7834-7842, IEEE, 11/2021.
Sebastian Palacio; Adriano Lucieri; Mohsin Munir; Sheraz Ahmed; Jörn Hees; Andreas Dengel
XAI Handbook: Towards a Unified Framework for Explainable AI
In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops. International Conference on Computer Vision (ICCV-2021), …
Christoffer Edlund; Timothy R. Jackson; Nabeel Khalid; Nicola Bevan; Timothy Dale; Andreas Dengel; Sheraz Ahmed; Johan Trygg; Rickard Sjögren
LIVECell—A large-scale dataset for label-free live cell segmentation
In: Nature Research, Vol. None, Pages 1-8, Nature Methods, 8/2021.
Nabeel Khalid; Mohsin Munir; Christoffer Edlund; Timothy R Jackson; Johan Tryggy; Rickard Sjögren; Andreas Dengel; Sheraz Ahmed
DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images
In: IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI’21) JOINTLY ORGANISED WITH THE 17TH IEEE-EMBS INTERNATIONAL …