Medical Imaging Techniques and Applications
Positron Emission Tomography (PET), often combined with CT in a single scanner, detects the faint gamma rays emitted by radioactive tracers introduced into the body, revealing where metabolic activity is concentrated — a property tumors exploit as they consume glucose at unusually high rates. Reconstructing accurate, quantitative images from these signals requires correcting for tissue attenuation, scanner geometry, and noise, which together determine whether a lesion's tracer uptake can be measured precisely enough to track a tumor's response to therapy rather than merely its presence. Active directions include improving attenuation correction when MRI replaces CT, developing new molecular tracers that target specific cancer biology beyond glucose metabolism, and translating reconstruction methods validated in small-animal PET systems to clinical oncology workflows. The central open question is how to make quantitative PET measurements reliable enough across different scanners and institutions to serve as a true biomarker for treatment decisions.
- Works
- 204,673
- Total citations
- 1,648,103
- Keywords
- PET/CTimagingcancertumorreconstructionmolecular
Top papers in Medical Imaging Techniques and Applications
Ordered by total citation count.
- New response evaluation criteria in solid tumours: Revised RECIST guideline (version 1.1)↗ 29,439
- Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information↗ 15,768
- Image processing with ImageJ↗ 11,904OA
- Fast robust automated brain extraction↗ 10,835OA
- Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain Images↗ 10,637
- Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain Images↗ 9,606
- 3D Slicer as an image computing platform for the Quantitative Imaging Network↗ 8,832OA
- Computed Tomography — An Increasing Source of Radiation Exposure↗ 8,699
- scikit-image: image processing in Python↗ 6,937OA
- Brain magnetic resonance imaging with contrast dependent on blood oxygenation.↗ 6,500OA
- Practical cone-beam algorithm↗ 6,231
- Principles of Computerized Tomographic Imaging↗ 5,773
Active researchers
Top authors in this area, ranked by h-index.