Nouman Ahmad

Automatic segmentation of large-scale CT image datasets for detailed body composition analysis.

Ahmad, Nouman; Strand, Robin; Sparresäter, Björn; Tarai, Sambit et al.

Ingår i BMC Bioinformatics, 2023

• DOI för Automatic segmentation of large-scale CT image datasets for detailed body composition analysis.
• Ladda ner fulltext (pdf) av Automatic segmentation of large-scale CT image datasets for detailed body composition analysis.

Interpretable predictions from whole-body FDG-PET/CT using parameters associated with clinical outcome

Tarai, Sambit; Lundström, Elin; Ahmad, Nouman; Strand, Robin et al.

Ingår i Communications Medicine, 2026

• DOI för Interpretable predictions from whole-body FDG-PET/CT using parameters associated with clinical outcome
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Impact of genetic variants linked to liver fat and liver volume on MRI-mapped body composition

Ahmad, Shafqat; Carrasquilla, German D.; Langner, Taro; Menzel, Uwe et al.

Ingår i JHEP Reports, 2025

• DOI för Impact of genetic variants linked to liver fat and liver volume on MRI-mapped body composition
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Effects of an anti-lipogenic low-carbohydrate high polyunsaturated fat diet or a healthy Nordic diet versus usual care on liver fat and cardiometabolic disorders in type 2 diabetes or prediabetes: a randomized controlled trial (NAFLDiet)

Fridén, Michael; Rosqvist, Fredrik; Kullberg, Joel; Berglund, Lars et al.

Ingår i Nature Communications, 2025

• DOI för Effects of an anti-lipogenic low-carbohydrate high polyunsaturated fat diet or a healthy Nordic diet versus usual care on liver fat and cardiometabolic disorders in type 2 diabetes or prediabetes: a randomized controlled trial (NAFLDiet)
• Ladda ner fulltext (pdf) av Effects of an anti-lipogenic low-carbohydrate high polyunsaturated fat diet or a healthy Nordic diet versus usual care on liver fat and cardiometabolic disorders in type 2 diabetes or prediabetes: a randomized controlled trial (NAFLDiet)

Whole-body tumor segmentation from FDG-PET/CT: Leveraging a segmentation prior from tissue-wise projections.

Tarai, Sambit; Lundström, Elin; Ahmad, Nouman; Strand, Robin et al.

Ingår i Heliyon, 2025

• DOI för Whole-body tumor segmentation from FDG-PET/CT: Leveraging a segmentation prior from tissue-wise projections.
• Ladda ner fulltext (pdf) av Whole-body tumor segmentation from FDG-PET/CT: Leveraging a segmentation prior from tissue-wise projections.

Image Segmentation, Registration and Deep Regression: Methods for CT-based Large-Scale Body Composition Analysis

Ahmad, Nouman

2025

• Ladda ner fulltext (pdf) av Image Segmentation, Registration and Deep Regression: Methods for CT-based Large-Scale Body Composition Analysis

Interpretable predictions from whole-body FDG-PET/CT using parameters associated with clinical outcome

Tarai, Sambit; Lundström, Elin; Ahmad, Nouman; Strand, Robin et al.

Ingår i Communications Medicine, 2026

• DOI för Interpretable predictions from whole-body FDG-PET/CT using parameters associated with clinical outcome
• Ladda ner fulltext (pdf) av Interpretable predictions from whole-body FDG-PET/CT using parameters associated with clinical outcome

Impact of genetic variants linked to liver fat and liver volume on MRI-mapped body composition

Ahmad, Shafqat; Carrasquilla, German D.; Langner, Taro; Menzel, Uwe et al.

Ingår i JHEP Reports, 2025

• DOI för Impact of genetic variants linked to liver fat and liver volume on MRI-mapped body composition
• Ladda ner fulltext (pdf) av Impact of genetic variants linked to liver fat and liver volume on MRI-mapped body composition

Effects of an anti-lipogenic low-carbohydrate high polyunsaturated fat diet or a healthy Nordic diet versus usual care on liver fat and cardiometabolic disorders in type 2 diabetes or prediabetes: a randomized controlled trial (NAFLDiet)

Fridén, Michael; Rosqvist, Fredrik; Kullberg, Joel; Berglund, Lars et al.

Ingår i Nature Communications, 2025

• DOI för Effects of an anti-lipogenic low-carbohydrate high polyunsaturated fat diet or a healthy Nordic diet versus usual care on liver fat and cardiometabolic disorders in type 2 diabetes or prediabetes: a randomized controlled trial (NAFLDiet)
• Ladda ner fulltext (pdf) av Effects of an anti-lipogenic low-carbohydrate high polyunsaturated fat diet or a healthy Nordic diet versus usual care on liver fat and cardiometabolic disorders in type 2 diabetes or prediabetes: a randomized controlled trial (NAFLDiet)

Whole-body tumor segmentation from FDG-PET/CT: Leveraging a segmentation prior from tissue-wise projections.

Tarai, Sambit; Lundström, Elin; Ahmad, Nouman; Strand, Robin et al.

Ingår i Heliyon, 2025

• DOI för Whole-body tumor segmentation from FDG-PET/CT: Leveraging a segmentation prior from tissue-wise projections.
• Ladda ner fulltext (pdf) av Whole-body tumor segmentation from FDG-PET/CT: Leveraging a segmentation prior from tissue-wise projections.

Hybrid Deep Learning EfficientNetV2 and Vision Transformer (EffNetV2-ViT) Model for Breast Cancer Histopathological Image Classification

Hayat, Mansoor; Ahmad, Nouman; Nasir, Anam; Tariq, Zeeshan Ahmad

Ingår i IEEE Access, s. 184119-184131, 2024

• DOI för Hybrid Deep Learning EfficientNetV2 and Vision Transformer (EffNetV2-ViT) Model for Breast Cancer Histopathological Image Classification
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Improved automated tumor segmentation in whole-body 3D scans using multi-directional 2D projection-based priors

Tarai, Sambit; Lundström, Elin; Sjöholm, Therese; Jönsson, Hanna et al.

Ingår i Heliyon, 2024

• DOI för Improved automated tumor segmentation in whole-body 3D scans using multi-directional 2D projection-based priors
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Voxel-wise body composition analysis using image registration of a three-slice CT imaging protocol: methodology and proof-of-concept studies

Ahmad, Nouman; Dahlberg, Hugo; Jönsson, Hanna; Tarai, Sambit et al.

Ingår i Biomedical engineering online, 2024

• DOI för Voxel-wise body composition analysis using image registration of a three-slice CT imaging protocol: methodology and proof-of-concept studies
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The interaction of genetics and physical activity in the pathogenesis of metabolic dysfunction associated liver disease

Frostdahl, Hanna; Ahmad, Nouman; Hammar, Ulf; Martínez Mora, Andrés et al.

Ingår i Scientific Reports, 2024

• DOI för The interaction of genetics and physical activity in the pathogenesis of metabolic dysfunction associated liver disease
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Automatic segmentation of large-scale CT image datasets for detailed body composition analysis.

Ahmad, Nouman; Strand, Robin; Sparresäter, Björn; Tarai, Sambit et al.

Ingår i BMC Bioinformatics, 2023

• DOI för Automatic segmentation of large-scale CT image datasets for detailed body composition analysis.
• Ladda ner fulltext (pdf) av Automatic segmentation of large-scale CT image datasets for detailed body composition analysis.

Image Segmentation, Registration and Deep Regression: Methods for CT-based Large-Scale Body Composition Analysis

Ahmad, Nouman

2025

• Ladda ner fulltext (pdf) av Image Segmentation, Registration and Deep Regression: Methods for CT-based Large-Scale Body Composition Analysis

Interpretable Uncertainty-Aware Deep Regression with Cohort Saliency Analysis for Three-Slice CT Imaging Studies

Ahmad, Nouman; Öfverstedt, Johan; Tarai, Sambit; Bergström, Göran et al.

Ingår i Proceedings of The 7nd International Conference on Medical Imaging with Deep Learning, s. 17-32, 2024

• Ladda ner fulltext (pdf) av Interpretable Uncertainty-Aware Deep Regression with Cohort Saliency Analysis for Three-Slice CT Imaging Studies

Interpretable Uncertainty-Aware Deep Regression with Cohort Saliency Analysis for Three-Slice CT Imaging Studies

Ahmad, Nouman; Öfverstedt, Johan; Tarai, Sambit; Bergström, Göran et al.

Ingår i Medical Imaging With Deep Learning, MIDL 2024, s. 17-32, 2024

• Ladda ner fulltext (pdf) av Interpretable Uncertainty-Aware Deep Regression with Cohort Saliency Analysis for Three-Slice CT Imaging Studies

Prediction of Total Metabolic Tumor Volume from Tissue-Wise FDG-PET/CT Projections, Interpreted Using Cohort Saliency Analysis

Tarai, Sambit; Lundström, Elin; Öfverstedt, Johan; Jönsson, Hanna et al.

Ingår i Medical Image Understanding and Analysis, s. 242-255, 2024

• DOI för Prediction of Total Metabolic Tumor Volume from Tissue-Wise FDG-PET/CT Projections, Interpreted Using Cohort Saliency Analysis

Interpretable Deep Learning-based Prediction Studies of Body Composition, Age, BMI and Sex from a Three Single-Slice CT Imaging Protocol

Ahmad, Nouman; Öfverstedt, Johan; Tarai, Sambit; Lundström, Elin et al.