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From the 1 of 10 linked papers with an AI index.

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10 papers

physics.med-ph2026

Rethinking Artificial Intelligence in Medical Imaging: Assumptions, Reality, and Reframing

Arman Rahmim, Nourhan Bayasi, Xiaoxiao Li +2

The paper argues that the limited clinical impact of AI in medical imaging stems from a misalignment between how AI systems are built and evaluated and how clinicians make decision…

physics.med-ph2026

Towards Routine AI-Based PET/CT and SPECT/CT Lesion Segmentation and Tracking in PSMA Theranostics

Fereshteh Yousefirizi, Jean-Mathieu Beauregard, Arman Rahmim

Quantitative molecular imaging is central to treatment response assessment in oncology, yet clinical practice remains largely dominated by patient-level or limited target-lesion cr…

physics.med-ph2026

Beyond the Tumor: Recurrence-Prone Radiomics for Prognostication in Negative PSMA PET/CT scans of Prostate Cancer

Fereshteh Yousefirizi, Sara Harsini, Mobin Mohebi +14

In patients with biochemical recurrence of prostate cancer and negative PSMA PET/CT, radiomics features extracted from recurrence-prone organs can predict clinical progression and…

physics.med-ph2026

Virtual Theranostic Trials: New Approach Methodologies (NAMs) and Precision Radiopharmaceutical Therapies

Carlos F. Uribe, Hamid Abdollahi, Tahir Yusufaly +7

Radiopharmaceutical therapies are expanding rapidly, but clinical evidence generation is limited by operational constraints and biological heterogeneity in radiopharmaceutical deli…

physics.med-ph2025

Towards Integrated Clinical-Computational Nuclear Medicine

Faraz Farhadi, Shadi A. Esfahani, Fereshteh Yousefirizi +7

The field of Clinical-Computational Nuclear Medicine is rapidly advancing, fueled by AI, tracer kinetic modeling, radiomics, and integrated informatics. These technologies improve…

physics.med-ph2025

Seeing More, Treating Smarter: Role of Long-Axial Field-of-View PET-CT in The Evolution of Theranostics

Pedro L. Esquinas, Fereshteh Yousefirizi, Ian Alberts +3

Long-axial field-of-view (LAFOV) PET/CT has the potential to redefine the role of molecular imaging in theranostics by making multiparametric whole-body (MPWB) imaging and predicti…