Predictive techniques in medical imaging: opportunities, limitations, and ethical-economic challenges
Predictive techniques in medical imaging offer transformative opportunities for early diagnosis and personalized care but raise complex ethical, legal, and economic challenges. This paper explores current advancements, regulatory implications, and risks such as overdiagnosis, alert fatigue, and info...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Nature Portfolio
2025-07-01
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| Series: | npj Digital Medicine |
| Online Access: | https://doi.org/10.1038/s41746-025-01791-z |
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| _version_ | 1849334356437368832 |
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| author | Luca Saba Ernesto d’Aloja |
| author_facet | Luca Saba Ernesto d’Aloja |
| author_sort | Luca Saba |
| collection | DOAJ |
| description | Predictive techniques in medical imaging offer transformative opportunities for early diagnosis and personalized care but raise complex ethical, legal, and economic challenges. This paper explores current advancements, regulatory implications, and risks such as overdiagnosis, alert fatigue, and information overload, emphasizing the urgent need for multidisciplinary frameworks to ensure responsible implementation and sustainable integration into healthcare systems. |
| format | Article |
| id | doaj-art-e53ae5d1267148099b1268363ea9ef43 |
| institution | Kabale University |
| issn | 2398-6352 |
| language | English |
| publishDate | 2025-07-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | npj Digital Medicine |
| spelling | doaj-art-e53ae5d1267148099b1268363ea9ef432025-08-20T03:45:35ZengNature Portfolionpj Digital Medicine2398-63522025-07-01811410.1038/s41746-025-01791-zPredictive techniques in medical imaging: opportunities, limitations, and ethical-economic challengesLuca Saba0Ernesto d’Aloja1Department of Radiology, AOU of CagliariDepartment of Medical Sciences and Public Health, University of CagliariPredictive techniques in medical imaging offer transformative opportunities for early diagnosis and personalized care but raise complex ethical, legal, and economic challenges. This paper explores current advancements, regulatory implications, and risks such as overdiagnosis, alert fatigue, and information overload, emphasizing the urgent need for multidisciplinary frameworks to ensure responsible implementation and sustainable integration into healthcare systems.https://doi.org/10.1038/s41746-025-01791-z |
| spellingShingle | Luca Saba Ernesto d’Aloja Predictive techniques in medical imaging: opportunities, limitations, and ethical-economic challenges npj Digital Medicine |
| title | Predictive techniques in medical imaging: opportunities, limitations, and ethical-economic challenges |
| title_full | Predictive techniques in medical imaging: opportunities, limitations, and ethical-economic challenges |
| title_fullStr | Predictive techniques in medical imaging: opportunities, limitations, and ethical-economic challenges |
| title_full_unstemmed | Predictive techniques in medical imaging: opportunities, limitations, and ethical-economic challenges |
| title_short | Predictive techniques in medical imaging: opportunities, limitations, and ethical-economic challenges |
| title_sort | predictive techniques in medical imaging opportunities limitations and ethical economic challenges |
| url | https://doi.org/10.1038/s41746-025-01791-z |
| work_keys_str_mv | AT lucasaba predictivetechniquesinmedicalimagingopportunitieslimitationsandethicaleconomicchallenges AT ernestodaloja predictivetechniquesinmedicalimagingopportunitieslimitationsandethicaleconomicchallenges |