On the Use of Artificial Intelligence for Dosimetry of Radiopharmaceutical Therapies
Nuklearmedizin. 2023 Oct 12. doi: 10.1055/a-2179-6872. Online ahead of print.ABSTRACTRoutine clinical dosimetry along with radiopharmaceutical therapies is key for future treatment personalization. However, dosimetry is considered complex and time-consuming with various challenges amongst the required steps within the dosimetry workflow. The general workflow for image-based dosimetry consists of quantitative imaging, the segmentation of organs and tumors, fitting of the time-activity-curves, and the conversion to absorbed dose. This work reviews the potential and advantages of the use of artificial intelligence to improve ...
Source: Nuklearmedizin - October 12, 2023 Category: Radiology Authors: Julia Franziska Brosch-Lenz Astrid Delker Fabian Schmidt Johannes Tran-Gia Source Type: research
On the Use of Artificial Intelligence for Dosimetry of Radiopharmaceutical Therapies
Nuklearmedizin. 2023 Oct 12. doi: 10.1055/a-2179-6872. Online ahead of print.ABSTRACTRoutine clinical dosimetry along with radiopharmaceutical therapies is key for future treatment personalization. However, dosimetry is considered complex and time-consuming with various challenges amongst the required steps within the dosimetry workflow. The general workflow for image-based dosimetry consists of quantitative imaging, the segmentation of organs and tumors, fitting of the time-activity-curves, and the conversion to absorbed dose. This work reviews the potential and advantages of the use of artificial intelligence to improve ...
Source: Nuklearmedizin - October 12, 2023 Category: Radiology Authors: Julia Franziska Brosch-Lenz Astrid Delker Fabian Schmidt Johannes Tran-Gia Source Type: research
On the Use of Artificial Intelligence for Dosimetry of Radiopharmaceutical Therapies
Nuklearmedizin. 2023 Oct 12. doi: 10.1055/a-2179-6872. Online ahead of print.ABSTRACTRoutine clinical dosimetry along with radiopharmaceutical therapies is key for future treatment personalization. However, dosimetry is considered complex and time-consuming with various challenges amongst the required steps within the dosimetry workflow. The general workflow for image-based dosimetry consists of quantitative imaging, the segmentation of organs and tumors, fitting of the time-activity-curves, and the conversion to absorbed dose. This work reviews the potential and advantages of the use of artificial intelligence to improve ...
Source: Nuklearmedizin - October 12, 2023 Category: Radiology Authors: Julia Franziska Brosch-Lenz Astrid Delker Fabian Schmidt Johannes Tran-Gia Source Type: research
On the Use of Artificial Intelligence for Dosimetry of Radiopharmaceutical Therapies
Nuklearmedizin. 2023 Oct 12. doi: 10.1055/a-2179-6872. Online ahead of print.ABSTRACTRoutine clinical dosimetry along with radiopharmaceutical therapies is key for future treatment personalization. However, dosimetry is considered complex and time-consuming with various challenges amongst the required steps within the dosimetry workflow. The general workflow for image-based dosimetry consists of quantitative imaging, the segmentation of organs and tumors, fitting of the time-activity-curves, and the conversion to absorbed dose. This work reviews the potential and advantages of the use of artificial intelligence to improve ...
Source: Nuklearmedizin - October 12, 2023 Category: Radiology Authors: Julia Franziska Brosch-Lenz Astrid Delker Fabian Schmidt Johannes Tran-Gia Source Type: research
Machine learning methods for tracer kinetic modelling
Nuklearmedizin. 2023 Oct 11. doi: 10.1055/a-2179-5818. Online ahead of print.ABSTRACTTracer kinetic modelling based on dynamic PET is an important field of Nuclear Medicine for quantitative functional imaging. Yet, its implementation in clinical routine has been constrained by its complexity and computational costs. Machine learning poses an opportunity to improve modelling processes in terms of arterial input function prediction, the prediction of kinetic modelling parameters and model selection in both clinical and preclinical studies while reducing processing time. Moreover, it can help improving kinetic modelling data ...
Source: Nuklearmedizin - October 11, 2023 Category: Radiology Authors: Isabelle Miederer Kuangyu Shi Thomas Wendler Source Type: research
Statement paper on the implementation of a national organized program in Germany for the early detection of lung cancer in risk populations using low-dose CT screening including management of screening findings
Rofo. 2023 Oct 10. doi: 10.1055/a-2178-2846. Online ahead of print.ABSTRACTThe process of implementing early detection of lung cancer with low-dose CT (LDCT) in Germany has gained significant momentum in recent years. It is expected that the ordinance of the Federal Ministry for the Environment, Nature Conservation, Nuclear Safety and Consumer Protection (BMUV) on the early detection of lung cancer, which has been commented on by the professional societies, will come into effect by the end of 2023. Based on this regulation, the Federal Joint Committee (G-BA) will set up a program for early lung cancer detection with LDCT i...
Source: Nuklearmedizin - October 10, 2023 Category: Radiology Authors: Jens Vogel-Claussen Torsten Gerriet Blum Stefan Andreas Torsten T Bauer J örg Barkhausen Volker Harth Hans-Ulrich Kauczor Wulf Pankow Katrin Welcker Rudolf Kaaks Hans Hoffmann Deutsche R öntgengesellschaft Vorstand der Deutschen Gesellschaft f ür Pneum Source Type: research
Statement paper on the implementation of a national organized program in Germany for the early detection of lung cancer in risk populations using low-dose CT screening including management of screening findings
Pneumologie. 2023 Oct 10. doi: 10.1055/a-2175-4580. Online ahead of print.ABSTRACTThe process of implementing early detection of lung cancer with low-dose CT (LDCT) in Germany has gained significant momentum in recent years. It is expected that the ordinance of the Federal Ministry for the Environment, Nature Conservation, Nuclear Safety and Consumer Protection (BMUV) on early detection of lung cancer, which has been commented on by the professional societies, will come into effect by the end of 2023. Based on this regulation, the Federal Joint Committee (G-BA) will set up a program for early lung cancer detection with LDC...
Source: Nuklearmedizin - October 10, 2023 Category: Radiology Authors: Torsten Gerriet Blum Jens Vogel-Claussen Stefan Andreas Torsten T Bauer J örg Barkhausen Volker Harth Hans-Ulrich Kauczor Wulf Pankow Katrin Welcker Rudolf Kaaks Hans Hoffmann Deutsche R öntgengesellschaft Deutsche Gesellschaft f ür Pneumologie und Bea Source Type: research
Statement Paper on the Implementation of a National Organized Program in Germany for the Early Detection of Lung Cancer in Risk Populations Using Low-dose CT Screening Including Management of Screening Findings
Zentralbl Chir. 2023 Oct 10. doi: 10.1055/a-2178-5907. Online ahead of print.ABSTRACTThe process of implementing early detection of lung cancer with low-dose CT (LDCT) in Germany has gained significant momentum in recent years. It is expected that the ordinance of the Federal Ministry for the Environment, Nature Conservation, Nuclear Safety and Consumer Protection (BMUV) on early detection of lung cancer, which has been commented on by the professional societies, will come into effect by the end of 2023. Based on this regulation, the Federal Joint Committee (G-BA) will set up a program for early lung cancer detection with ...
Source: Nuklearmedizin - October 10, 2023 Category: Radiology Authors: Hans Hoffmann Rudolf Kaaks Stefan Andreas Torsten T Bauer J örg Barkhausen Volker Harth Hans-Ulrich Kauczor Wulf Pankow Katrin Welcker Jens Vogel-Claussen Torsten Gerriet Blum Deutsche R öntgengesellschaft – Vorstand der Deutschen Röntgengesellschaft Source Type: research
Statement paper on the implementation of a national organized program in Germany for the early detection of lung cancer in risk populations using low-dose CT screening including management of screening findings
Rofo. 2023 Oct 10. doi: 10.1055/a-2178-2846. Online ahead of print.ABSTRACTThe process of implementing early detection of lung cancer with low-dose CT (LDCT) in Germany has gained significant momentum in recent years. It is expected that the ordinance of the Federal Ministry for the Environment, Nature Conservation, Nuclear Safety and Consumer Protection (BMUV) on the early detection of lung cancer, which has been commented on by the professional societies, will come into effect by the end of 2023. Based on this regulation, the Federal Joint Committee (G-BA) will set up a program for early lung cancer detection with LDCT i...
Source: Nuklearmedizin - October 10, 2023 Category: Radiology Authors: Jens Vogel-Claussen Torsten Gerriet Blum Stefan Andreas Torsten T Bauer J örg Barkhausen Volker Harth Hans-Ulrich Kauczor Wulf Pankow Katrin Welcker Rudolf Kaaks Hans Hoffmann Deutsche R öntgengesellschaft Vorstand der Deutschen Gesellschaft f ür Pneum Source Type: research
Statement paper on the implementation of a national organized program in Germany for the early detection of lung cancer in risk populations using low-dose CT screening including management of screening findings
Pneumologie. 2023 Oct 10. doi: 10.1055/a-2175-4580. Online ahead of print.ABSTRACTThe process of implementing early detection of lung cancer with low-dose CT (LDCT) in Germany has gained significant momentum in recent years. It is expected that the ordinance of the Federal Ministry for the Environment, Nature Conservation, Nuclear Safety and Consumer Protection (BMUV) on early detection of lung cancer, which has been commented on by the professional societies, will come into effect by the end of 2023. Based on this regulation, the Federal Joint Committee (G-BA) will set up a program for early lung cancer detection with LDC...
Source: Nuklearmedizin - October 10, 2023 Category: Radiology Authors: Torsten Gerriet Blum Jens Vogel-Claussen Stefan Andreas Torsten T Bauer J örg Barkhausen Volker Harth Hans-Ulrich Kauczor Wulf Pankow Katrin Welcker Rudolf Kaaks Hans Hoffmann Deutsche R öntgengesellschaft Deutsche Gesellschaft f ür Pneumologie und Bea Source Type: research
Statement Paper on the Implementation of a National Organized Program in Germany for the Early Detection of Lung Cancer in Risk Populations Using Low-dose CT Screening Including Management of Screening Findings
Zentralbl Chir. 2023 Oct 10. doi: 10.1055/a-2178-5907. Online ahead of print.ABSTRACTThe process of implementing early detection of lung cancer with low-dose CT (LDCT) in Germany has gained significant momentum in recent years. It is expected that the ordinance of the Federal Ministry for the Environment, Nature Conservation, Nuclear Safety and Consumer Protection (BMUV) on early detection of lung cancer, which has been commented on by the professional societies, will come into effect by the end of 2023. Based on this regulation, the Federal Joint Committee (G-BA) will set up a program for early lung cancer detection with ...
Source: Nuklearmedizin - October 10, 2023 Category: Radiology Authors: Hans Hoffmann Rudolf Kaaks Stefan Andreas Torsten T Bauer J örg Barkhausen Volker Harth Hans-Ulrich Kauczor Wulf Pankow Katrin Welcker Jens Vogel-Claussen Torsten Gerriet Blum Deutsche R öntgengesellschaft – Vorstand der Deutschen Röntgengesellschaft Source Type: research
Normal values for adult thyroid volume on ultrasound - where do they come from and how should they be evaluated?
Laryngorhinootologie. 2023 Oct 9. doi: 10.1055/a-2144-4093. Online ahead of print.ABSTRACTThe upper limit for the thyroid volume is 18 ml for women and 25 ml for men. These reference values are used and taught in many clinics and practices across several disciplines. The thyroid volume is a relevant factor for the treatment course. But where do the standard values for thyroid volumes come from, what kind of studies have been carried out to establish them? Should these upper limits be used as an universal standard in clinical routine, and which factors can influence the physiological organ size? The following article is ded...
Source: Nuklearmedizin - October 9, 2023 Category: Radiology Authors: Philipp Seifert Falk G ühne Robert Drescher Martin Freesmeyer Source Type: research
Normal values for adult thyroid volume on ultrasound - where do they come from and how should they be evaluated?
Laryngorhinootologie. 2023 Oct 9. doi: 10.1055/a-2144-4093. Online ahead of print.ABSTRACTThe upper limit for the thyroid volume is 18 ml for women and 25 ml for men. These reference values are used and taught in many clinics and practices across several disciplines. The thyroid volume is a relevant factor for the treatment course. But where do the standard values for thyroid volumes come from, what kind of studies have been carried out to establish them? Should these upper limits be used as an universal standard in clinical routine, and which factors can influence the physiological organ size? The following article is ded...
Source: Nuklearmedizin - October 9, 2023 Category: Radiology Authors: Philipp Seifert Falk G ühne Robert Drescher Martin Freesmeyer 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
