Choi JS, Ko ES, Ko EY, Han BK, Nam SJ Background Parenchymal Enhancement on Preoperative Magnetic Resonance Imaging: Association With Recurrence-Free Survival in Breast Cancer Patients Treated With Neoadjuvant Chemotherapy. Medicine (Baltimore). 2016 Mar;95(9):e3000. doi: 10.1097/MD.0000000000003000.
Gillies RJ, Kinahan PE, Hricak H Radiomics: Images Are More than Pictures, They Are Data. Radiology. 2016 Feb;278(2):563-77. doi: 10.1148/radiol.2015151169. Epub 2015 Nov 18.
Grimm LJ, Zhang J, Mazurowski MA Computational approach to radiogenomics of breast cancer: Luminal A and luminal B molecular subtypes are associated with imaging features on routine breast MRI extracted using computer vision algorithms. J Magn Reson Imaging. 2015 Oct;42(4):902-7. doi: 10.1002/jmri.24879. Epub 2015 Mar 17.
Grimm LJ Breast MRI radiogenomics: Current status and research implications. J Magn Reson Imaging. 2016 Jun;43(6):1269-78. doi: 10.1002/jmri.25116. Epub 2015 Dec 10. Review.
Lu W, Chen W Positron emission tomography/computerized tomography for tumor response assessment-a review of clinical practices and radiomics studies. Transl Cancer Res. 2016 Aug;5(4):364-370.
Wu LA, Chang RF, Huang CS, Lu YS, Chen HH, Chen JY, Chang YC Evaluation of the treatment response to neoadjuvant chemotherapy in locally advanced breast cancer using combined magnetic resonance vascular maps and apparent diffusion coefficient. J Magn Reson Imaging. 2015 Nov;42(5):1407-20. doi: 10.1002/jmri.24915. Epub 2015 Apr 15.
Zhu Y, Li H, Guo W, Drukker K, Lan L, Giger ML, Ji Y Deciphering Genomic Underpinnings of Quantitative MRI-based Radiomic Phenotypes of Invasive Breast Carcinoma. Sci Rep. 2015 Dec 7;5:17787. doi: 10.1038/srep17787.
Use of PET/MR Radiomics to Evaluate the Clinical Phenotypes, Response Status of Neoadjuvant Chemotherapy and Long-term Prognosis of Breast Cancer: a Preliminary Study
Interventional studies are often prospective and are specifically tailored to evaluate direct impacts of treatment or preventive measures on disease.
Observational studies are often retrospective and are used to assess potential causation in exposure-outcome relationships and therefore influence preventive methods.
Expanded access is a means by which manufacturers make investigational new drugs available, under certain circumstances, to treat a patient(s) with a serious disease or condition who cannot participate in a controlled clinical trial.
Clinical trials are conducted in a series of steps, called phases - each phase is designed to answer a separate research question.
Phase 1: Researchers test a new drug or treatment in a small group of people for the first time to evaluate its safety, determine a safe dosage range, and identify side effects.
Phase 2: The drug or treatment is given to a larger group of people to see if it is effective and to further evaluate its safety.
Phase 3: The drug or treatment is given to large groups of people to confirm its effectiveness, monitor side effects, compare it to commonly used treatments, and collect information that will allow the drug or treatment to be used safely.
Phase 4: Studies are done after the drug or treatment has been marketed to gather information on the drug's effect in various populations and any side effects associated with long-term use.