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Real-world federated learning in radiology: hurdles to overcome and benefits to gain

Journal of the American Medical Informatics Association : JAMIA, 2024-10

2024

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The potential of federated learning for self-configuring medical object detection in heterogeneous data distributions

Scientific reports, 2024-10, Vol.14 (1), p.23844-12, Article 23844

2024

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Deep intravital brain tumor imaging enabled by tailored three-photon microscopy and analysis

Nature communications, 2024-09, Vol.15 (1), p.7383-21, Article 7383

2024

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Regional desynchronization of microglial activity is associated with cognitive decline in Alzheimer's disease

Molecular neurodegeneration, 2024-09, Vol.19 (1), p.64-25, Article 64

2024

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Using a Digital Internal Communication Strategy for Digital Capability Development

International journal of strategic communication, 2024-05, Vol.18 (3), p.167-188

2024

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The workplace of the future: the COVID-19 pandemic and working from home in Swiss small businesses

Journal of Strategy and Management, 2024-05

2024

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Reproducible Radiomics Features from Multi-MRI-Scanner Test-Retest-Study: Influence on Performance and Generalizability of Models

Journal of magnetic resonance imaging, 2024-05

2024

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Digital transformation of work: Swiss MSEs working from home behaviour during COVID-19 – pioneers leading the pack

European business review, 2024-03, Vol.36 (2), p.249-270

2024

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Deep learning aided preoperative diagnosis of primary central nervous system lymphoma

iScience, 2024-02, Vol.27 (2), p.109023-109023, Article 109023

2024

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Q-ball high-resolution fiber tractography of language associated tracts: quantitative evaluation of applicability for glioma resections

Journal of neurosurgical sciences, 2024-02, Vol.68 (1)

2024

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Correlation of visual field deficits and q-ball high-resolution fiber tractography of the optic radiation for adjacently located intracerebral lesions: preliminary results from a single-center prospective study

Neurosurgical review, 2024-01, Vol.47 (1), p.31-31, Article 31

2024

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Radiomic tractometry reveals tract-specific imaging biomarkers in white matter

Nature communications, 2024-01, Vol.15 (1), p.303-303, Article 303

2024

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Abstract: Object Detection for Breast Diffusion-weighted Imaging

Bildverarbeitung für die Medizin 2024, 2024, p.334-334

2024

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Abstract: Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning

Bildverarbeitung Für Die Medizin 2024, 2024, p.158-158

2024

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Abstract: Semi-automatic White Matter Tract Segmentation using Active Learning atTRACTive

Bildverarbeitung Für Die Medizin 2024, 2024, p.335-335

2024

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Microstructural white matter biomarkers of symptom severity and therapy outcome in catatonia: Rationale, study design and preliminary clinical data of the whiteCAT study

Schizophrenia research, 2024-01, Vol.263, p.160-168

2024

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Digital internal communication: An interplay of socio‐technical elements

International journal of management reviews : IJMR, 2023-07, Vol.25 (3), p.614-639

2023

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Tensor- and high-resolution fiber tractography for the delineation of the optic radiation and corticospinal tract in the proximity of intracerebral lesions: a reproducibility and repeatability study

Acta neurochirurgica, 2023-04, Vol.165 (4), p.1041-1051

2023

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In Vivo Repeatability and Multiscanner Reproducibility of MRI Radiomics Features in Patients With Monoclonal Plasma Cell Disorders: A Prospective Bi-institutional Study

Investigative radiology, 2023-04, Vol.58 (4), p.253-264

2023

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Impact of PIEZO1‐channel on inflammation and osteoclastogenesis mediated via periodontal ligament fibroblasts during mechanical loading

European journal of oral sciences, 2023-02, Vol.131 (1), p.e12913-n/a

2023

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Abstract: Deep-learning on Lossily Compressed Pathology Images: Adverse Effects for ImageNet Pre-trained Models

Bildverarbeitung für die Medizin 2023, 2023, p.245-245

2023

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Real-world federated learning in radiology: hurdles to overcome and benefits to gain

The potential of federated learning for self-configuring medical object detection in heterogeneous data distributions

Deep intravital brain tumor imaging enabled by tailored three-photon microscopy and analysis

Regional desynchronization of microglial activity is associated with cognitive decline in Alzheimer's disease

Author Correction: Loss of TREM2 function increases amyloid seeding but reduces plaque-associated ApoE

Population-Based Evidence for the Use of Serum Neurofilaments as Individual Diagnostic and Prognostic Biomarkers in Amyotrophic Lateral Sclerosis

Using a Digital Internal Communication Strategy for Digital Capability Development

The workplace of the future: the COVID-19 pandemic and working from home in Swiss small businesses

Reproducible Radiomics Features from Multi-MRI-Scanner Test-Retest-Study: Influence on Performance and Generalizability of Models

Digital transformation of work: Swiss MSEs working from home behaviour during COVID-19 – pioneers leading the pack

Deep learning aided preoperative diagnosis of primary central nervous system lymphoma

Q-ball high-resolution fiber tractography of language associated tracts: quantitative evaluation of applicability for glioma resections

Correlation of visual field deficits and q-ball high-resolution fiber tractography of the optic radiation for adjacently located intracerebral lesions: preliminary results from a single-center prospective study

Radiomic tractometry reveals tract-specific imaging biomarkers in white matter

Abstract: Object Detection for Breast Diffusion-weighted Imaging

Abstract: Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning

Abstract: Semi-automatic White Matter Tract Segmentation using Active Learning atTRACTive

Microstructural white matter biomarkers of symptom severity and therapy outcome in catatonia: Rationale, study design and preliminary clinical data of the whiteCAT study

Prediction of Bone Marrow Biopsy Results From MRI in Multiple Myeloma Patients Using Deep Learning and Radiomics

Digital internal communication: An interplay of socio‐technical elements

Tensor- and high-resolution fiber tractography for the delineation of the optic radiation and corticospinal tract in the proximity of intracerebral lesions: a reproducibility and repeatability study

In Vivo Repeatability and Multiscanner Reproducibility of MRI Radiomics Features in Patients With Monoclonal Plasma Cell Disorders: A Prospective Bi-institutional Study

Deep Learning for Automatic Bone Marrow Apparent Diffusion Coefficient Measurements From Whole-Body Magnetic Resonance Imaging in Patients With Multiple Myeloma: A Retrospective Multicenter Study

Impact of PIEZO1‐channel on inflammation and osteoclastogenesis mediated via periodontal ligament fibroblasts during mechanical loading

Abstract: Deep-learning on Lossily Compressed Pathology Images: Adverse Effects for ImageNet Pre-trained Models

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