Perspectives of Evidence-Based Therapy Management
CONCLUSION: Molecular imaging and computer-assisted cluster analysis of diagnostic data are complementary methods to describe pathophysiological processes. Both methods have the potential to improve (evidence-based) the future management of therapies, partly on their own but also in combined approaches.KEY POINTS: · Molecular imaging and radiomics provide valuable complementary disease biomarkers.. · Data-driven, model-based, and hybrid model-based integrated diagnostics advance precision medicine.. · Synthetic data generation may become essential in the development process of future AI methods..PMID:37802059 | DOI:10.1...
Source: Nuklearmedizin - October 6, 2023 Category: Radiology Authors: Fabian Kiessling Volkmar Schulz Source Type: research
Ectopic Thyroid Tissue in the Uterus Identified by Iodine-131 SPECT/CT
Nuklearmedizin. 2023 Oct;62(5):294-295. doi: 10.1055/a-2127-8006. Epub 2023 Oct 6.NO ABSTRACTPMID:37802060 | DOI:10.1055/a-2127-8006 (Source: Nuklearmedizin)
Source: Nuklearmedizin - October 6, 2023 Category: Radiology Authors: Hansol Moon Eu Jeong Ku Chulhan Kim Source Type: research
Artificial Intelligence in Oncological Hybrid Imaging
CONCLUSION: AI applications have the potential to leverage the diagnostic data stream with high efficiency and depth to facilitate automated lesion detection, characterization, and therapy monitoring to ultimately improve quality and efficiency throughout the medical imaging workflow. The goal is to generate reproducible, structured, quantitative diagnostic data for evidence-based therapy guidance in oncology. However, significant challenges remain regarding application development, benchmarking, and clinical implementation.KEY POINTS: · Hybrid imaging generates a large amount of multimodality medical imaging data with ...
Source: Nuklearmedizin - October 6, 2023 Category: Radiology Authors: Benedikt Feuerecker Maurice M Heimer Thomas Geyer Matthias P Fabritius Sijing Gu Balthasar Schachtner Leonie Beyer Jens Ricke Sergios Gatidis Michael Ingrisch Clemens C Cyran Source Type: research
Multiparametric Oncologic Hybrid Imaging: Machine Learning Challenges and Opportunities
CONCLUSION: In this review, we will describe the basics of ML, present approaches in hybrid imaging of MRI, CT, and PET, and discuss the specific challenges associated with it and the steps ahead to make ML a diagnostic and clinical tool in the future.KEY POINTS: · ML provides a viable clinical solution for the reconstruction, processing, and analysis of hybrid imaging obtained from MRI, CT, and PET..PMID:37802058 | DOI:10.1055/a-2157-6670 (Source: Nuklearmedizin)
Source: Nuklearmedizin - October 6, 2023 Category: Radiology Authors: Thomas K üstner Tobias Hepp Ferdinand Seith Source Type: research
Perspectives of Evidence-Based Therapy Management
CONCLUSION: Molecular imaging and computer-assisted cluster analysis of diagnostic data are complementary methods to describe pathophysiological processes. Both methods have the potential to improve (evidence-based) the future management of therapies, partly on their own but also in combined approaches.KEY POINTS: · Molecular imaging and radiomics provide valuable complementary disease biomarkers.. · Data-driven, model-based, and hybrid model-based integrated diagnostics advance precision medicine.. · Synthetic data generation may become essential in the development process of future AI methods..PMID:37802059 | DOI:10.1...
Source: Nuklearmedizin - October 6, 2023 Category: Radiology Authors: Fabian Kiessling Volkmar Schulz Source Type: research
Ectopic Thyroid Tissue in the Uterus Identified by Iodine-131 SPECT/CT
Nuklearmedizin. 2023 Oct;62(5):294-295. doi: 10.1055/a-2127-8006. Epub 2023 Oct 6.NO ABSTRACTPMID:37802060 | DOI:10.1055/a-2127-8006 (Source: Nuklearmedizin)
Source: Nuklearmedizin - October 6, 2023 Category: Radiology Authors: Hansol Moon Eu Jeong Ku Chulhan Kim Source Type: research
Artificial Intelligence in Oncological Hybrid Imaging
CONCLUSION: AI applications have the potential to leverage the diagnostic data stream with high efficiency and depth to facilitate automated lesion detection, characterization, and therapy monitoring to ultimately improve quality and efficiency throughout the medical imaging workflow. The goal is to generate reproducible, structured, quantitative diagnostic data for evidence-based therapy guidance in oncology. However, significant challenges remain regarding application development, benchmarking, and clinical implementation.KEY POINTS: · Hybrid imaging generates a large amount of multimodality medical imaging data with ...
Source: Nuklearmedizin - October 6, 2023 Category: Radiology Authors: Benedikt Feuerecker Maurice M Heimer Thomas Geyer Matthias P Fabritius Sijing Gu Balthasar Schachtner Leonie Beyer Jens Ricke Sergios Gatidis Michael Ingrisch Clemens C Cyran Source Type: research
Multiparametric Oncologic Hybrid Imaging: Machine Learning Challenges and Opportunities
CONCLUSION: In this review, we will describe the basics of ML, present approaches in hybrid imaging of MRI, CT, and PET, and discuss the specific challenges associated with it and the steps ahead to make ML a diagnostic and clinical tool in the future.KEY POINTS: · ML provides a viable clinical solution for the reconstruction, processing, and analysis of hybrid imaging obtained from MRI, CT, and PET..PMID:37802058 | DOI:10.1055/a-2157-6670 (Source: Nuklearmedizin)
Source: Nuklearmedizin - October 6, 2023 Category: Radiology Authors: Thomas K üstner Tobias Hepp Ferdinand Seith Source Type: research
Perspectives of Evidence-Based Therapy Management
CONCLUSION: Molecular imaging and computer-assisted cluster analysis of diagnostic data are complementary methods to describe pathophysiological processes. Both methods have the potential to improve (evidence-based) the future management of therapies, partly on their own but also in combined approaches.KEY POINTS: · Molecular imaging and radiomics provide valuable complementary disease biomarkers.. · Data-driven, model-based, and hybrid model-based integrated diagnostics advance precision medicine.. · Synthetic data generation may become essential in the development process of future AI methods..PMID:37802059 | DOI:10.1...
Source: Nuklearmedizin - October 6, 2023 Category: Radiology Authors: Fabian Kiessling Volkmar Schulz Source Type: research
Ectopic Thyroid Tissue in the Uterus Identified by Iodine-131 SPECT/CT
Nuklearmedizin. 2023 Oct;62(5):294-295. doi: 10.1055/a-2127-8006. Epub 2023 Oct 6.NO ABSTRACTPMID:37802060 | DOI:10.1055/a-2127-8006 (Source: Nuklearmedizin)
Source: Nuklearmedizin - October 6, 2023 Category: Radiology Authors: Hansol Moon Eu Jeong Ku Chulhan Kim Source Type: research
SSTR Antagonists as Theranostic Option in Small Cell Lung Cancer
Am J Respir Crit Care Med. 2023 Oct 4. doi: 10.1164/rccm.202303-0385IM. Online ahead of print.NO ABSTRACTPMID:37792404 | DOI:10.1164/rccm.202303-0385IM (Source: Nuklearmedizin)
Source: Nuklearmedizin - October 4, 2023 Category: Radiology Authors: Alessandro Liebich Johanna S Enke Nic G Reitsam Martin Trepel Georgine Wienand Ralph A Bundschuh Christian H Pfob Alexander Dierks Constantin Lapa Malte Kircher Source Type: research
Kommentar zu „HYBRID – Simultane Multischicht-DWI vs. Standard-DWI-MRT des Abdomens“
Rofo. 2023 Oct;195(10):874. doi: 10.1055/a-2101-8973. Epub 2023 Oct 4.NO ABSTRACTPMID:37793383 | DOI:10.1055/a-2101-8973 (Source: Nuklearmedizin)
Source: Nuklearmedizin - October 4, 2023 Category: Radiology Authors: Wolfgang Thaiss Source Type: research
SSTR Antagonists as Theranostic Option in Small Cell Lung Cancer
Am J Respir Crit Care Med. 2023 Oct 4. doi: 10.1164/rccm.202303-0385IM. Online ahead of print.NO ABSTRACTPMID:37792404 | DOI:10.1164/rccm.202303-0385IM (Source: Nuklearmedizin)
Source: Nuklearmedizin - October 4, 2023 Category: Radiology Authors: Alessandro Liebich Johanna S Enke Nic G Reitsam Martin Trepel Georgine Wienand Ralph A Bundschuh Christian H Pfob Alexander Dierks Constantin Lapa Malte Kircher Source Type: research
Kommentar zu „HYBRID – Simultane Multischicht-DWI vs. Standard-DWI-MRT des Abdomens“
Rofo. 2023 Oct;195(10):874. doi: 10.1055/a-2101-8973. Epub 2023 Oct 4.NO ABSTRACTPMID:37793383 | DOI:10.1055/a-2101-8973 (Source: Nuklearmedizin)
Source: Nuklearmedizin - October 4, 2023 Category: Radiology Authors: Wolfgang Thaiss Source Type: research
SSTR Antagonists as Theranostic Option in Small Cell Lung Cancer
Am J Respir Crit Care Med. 2023 Oct 4. doi: 10.1164/rccm.202303-0385IM. Online ahead of print.NO ABSTRACTPMID:37792404 | DOI:10.1164/rccm.202303-0385IM (Source: Nuklearmedizin)
Source: Nuklearmedizin - October 4, 2023 Category: Radiology Authors: Alessandro Liebich Johanna S Enke Nic G Reitsam Martin Trepel Georgine Wienand Ralph A Bundschuh Christian H Pfob Alexander Dierks Constantin Lapa Malte Kircher Source Type: research
