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Sheraz Ahmed

german research center for artificial intelligence (dfki)

32H-index
295Paper Count
4.8KCitation Count
Published Papers 43
Publication Date
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Deep Learning for Cardiovascular Risk Assessment: Proxy Features from Carotid Sonography as Predictors of Arterial Damage
errMEDICAL IMAGE UNDERSTANDING AND ANALYSIS, MIUA 2025, PT III
IF0
err2026-01-01
err0
PREAI
errBalada, Christoph; Romano-Martinez, Aida; ten Cate, Vincent; Geschke, Katharina; Tesarz, Jonas; Claessen, Paul; Schuster, Alexander K.; Tibyampansha, Dativa; Kresoja, Karl-Patrik; Wild, Philipp S.; Ahmed, Sheraz; Dengel, Andreas
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DocForgeNet: Dual Cross-Stream Fusion Network for Robust Forgery Detection in Scanned Documents
errDOCUMENT ANALYSIS AND RECOGNITION-ICDAR 2025, PT IV
IF0
err2026-01-01
err0
PREAI
errRiaz, Nauman; Agne, Stefan; Dengel, Andreas; Ahmed, Sheraz
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errSave
Time Series Generation for Augmenting Multi-channel Automotive Audio Data
errARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III
IF0
err2026-01-01
err0
PREAI
errEngler, Philipp; van Elst, Ludger; Schichtel, Peter; Dengel, Andreas; Ahmed, Sheraz
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errSave
DP-DocLDM: Differentially Private Document Image Generation Using Latent Diffusion Models
errDOCUMENT ANALYSIS AND RECOGNITION-ICDAR 2025, PT IV
IF0
err2026-01-01
err0
PREAI
errSaifullah, Saifullah; Agne, Stefan; Dengel, Andreas; Ahmed, Sheraz
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Spectral Occlusion- Attribution Beyond Spatial Relevance Heatmaps
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT V
IF0
err2026-01-01
err0
errOAAI
errSchmeisser, Fabian; Lucieri, Adrian; Dengel, Andreas; Ahmed, Sheraz
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errSave
AI-assisted radiographic identification of original vs. replica dental implants: comparing accuracy of human experts vs. probabilistic and deterministic AI
errInternational Journal of Implant Dentistry
IF4
err2025-12-13
err0
errOAAI
errMark K. Bremer; Maximilian Blume; Samir Abou-Ayash; Muhammad Naseer Bajwa; Sheraz Ahmed; Jochen Hardt; Katja Petrowski; Monika Bjelopavlovic
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Discovering concept directions from diffusion-based counterfactuals via latent clustering
errPattern Recognition Letters
IF3.3
err2025-11-12
err0
PREAI
errPayal Varshney; Adriano Lucieri; Christoph Balada; Andreas Dengel; Sheraz Ahmed
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errSave
Author Correction: Segment Anything for Microscopy
errNature Methods
IF32.1
err2025-06-10
err0
errOAAI
errAnwai Archit; Luca Freckmann; Sushmita Nair; Nabeel Khalid; Paul Hilt; Vikas Rajashekar; Marei Freitag; Carolin Teuber; Melanie Spitzner; Constanza Tapia Contreras; Genevieve Buckley; Sebastian von Haaren; Sagnik Gupta; Marian Grade; Matthias Wirth; Günter Schneider; Andreas Dengel; Sheraz Ahmed; Constantin Pape
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errSave
VAEneu: a new avenue for VAE application on probabilistic forecasting
errAPPLIED INTELLIGENCE
IF3.5
err2025-02-27
err0
errOAAI
errKoochali, Alireza; Tahaei, Ensiye; Dengel, Andreas; Ahmed, Sheraz
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Addressing data dependency in neural networks: introducing the Knowledge Enhanced Neural Network (KENN) for time series forecasting
errMACHINE LEARNING
IF2.9
err2025-01-27
err0
PREAI
errChattha, Muhammad Ali; Malik, Muhammad Imran; Dengel, Andreas; Ahmed, Sheraz
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errSave
From private to public: benchmarking GANs in the context of private time series classification
errAPPLIED INTELLIGENCE
IF3.5
err2024-07-18
err0
PREAI
errMercier, Dominique; Dengel, Andreas; Ahmed, Sheraz
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errSave
Survival prediction landscape: an in-depth systematic literature review on activities, methods, tools, diseases, and databases
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2024-07-03
err1
errOAAI
errAbbasi, Ahtisham Fazeel; Asim, Muhammad Nabeel; Ahmed, Sheraz; Vollmer, Sebastian; Dengel, Andreas
errShare
errSave
The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2024-07-03
err2
errOAAI
errSaifullah, Saifullah; Mercier, Dominique; Lucieri, Adriano; Dengel, Andreas; Ahmed, Sheraz
errShare
errSave
Long extrachromosomal circular DNA identification by fusing sequence-derived features of physicochemical properties and nucleotide distribution patterns
errSCIENTIFIC REPORTS
IF3.9
err2024-04-24
err2
errOAAI
errAbbasi, Ahtisham Fazeel; Asim, Muhammad Nabeel; Ahmed, Sheraz; Dengel, Andreas
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errSave
The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errSaifullah; Agne, Stefan; Dengel, Andreas; Ahmed, Sheraz
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errSave
Quantifying quality of class-conditional generative models in time series domain
errAPPLIED INTELLIGENCE
IF3.5
err2023-07-26
err2
errOAAI
errKoochali, Alireza; Walch, Maria; Thota, Sankrutyayan; Schichtel, Peter; Dengel, Andreas; Ahmed, Sheraz
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errSave
DNA-MP: a generalized DNA modifications predictor for multiple species based on powerful sequence encoding method
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2022-12-18
err6
errOAAI
errAsim, Muhammad Nabeel; Ibrahim, Muhammad Ali; Fazeel, Ahtisham; Dengel, Andreas; Ahmed, Sheraz
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errSave
MP-VHPPI: Meta predictor for viral host protein-protein interaction prediction in multiple hosts and viruses
errFRONTIERS IN MEDICINE
IF3
err2022-11-16
err4
errOAAI
errAsim, Muhammad Nabeel; Fazeel, Ahtisham; Ibrahim, Muhammad Ali; Dengel, Andreas; Ahmed, Sheraz
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errSave
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2022-11-01
err6
errOAAI
errMercier, Dominique; Lucieri, Adriano; Munir, Mohsin; Dengel, Andreas; Ahmed, Sheraz
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errSave
BoT-Net: a lightweight bag of tricks-based neural network for efficient LncRNA-miRNA interaction prediction
errINTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES
IF3.9
err2022-08-10
err3
errOAAI
errAsim, Muhammad Nabeel; Ibrahim, Muhammad Ali; Zehe, Christoph; Trygg, Johan; Dengel, Andreas; Ahmed, Sheraz
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
P
Philipp S. Wild
H-index: 96 · Papers: 831
J
Johannes M. Herrmann
H-index: 71 · Papers: 379
P
Paul Lukowicz
H-index: 59 · Papers: 607
J
Johan Trygg
H-index: 57 · Papers: 301
A
Andreas Dengel
H-index: 55 · Papers: 896
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