Selected publications from the MIDI Lab
2024
- Burkow, Holste, Otjen, Perez, Junewick, Zbojniewicz, Romberg, Menashe, Frost, Alessio, "High sensitivity methods for automated rib fracture detection in pediatric radiographs." Scientific Reports 14, 8372, 2024. https://doi.org/10.1038/s41598-024-59077-5
- Tu, Burkow, Tsai, Junewick, Perez, Otjen, Alessio, "Near-Pair Patch Generative Adversarial Network for Data Augmentation of Focal Pathology Object Detection Models," Journal of Medical Imaging (SPIE), Vol. 11:3, June 2024, https://doi.org/10.1117/1.JMI.11.3.034505
- Khan, Klochko, Cooper, Franz, Wolf, Alessio, Soliman, "Skeletal Muscle Ultrasound Radiomics and Machine Learning for the Earlier Detection of Type 2 Diabetes Mellitus," Journal of Medical Ultrasound June 2024. https://doi.org/10.4103/jmu.jmu_12_24
2023
- Abouhawwash and Alessio, "Evolutionary Optimization of Multiple Machine Learned Objectives for PET Image Reconstruction," IEEE Transactions on Radiation and Plasma Medical Sciences, vol. 7, no. 3, pp. 273-283, March 2023.
- Wollenweber, Alessio, Kinahan, "Phantom and methodology for comparison of small lesion detectability in PET," Medical Physics, vol. 50:5, pp 2998-3007, 2023.
- Pawelec et al., "Incorporating Tantalum Oxide Nanoparticles into Implantable Polymeric Biomedical Devices for Radiological Monitoring," Advanced Healthcare Materials, 2023.
- Hayat, Wang, Sun, Mallett, Nigam, Redman, Bunn, Gjelaj, Talebloo, Alessio, Moore, Zinn, Wei, Fan, Wang, “Deep Learning Enabled Quantification of Simultaneous PET/MRI for Cell Transplantation Monitoring,” iScience, 6/2023, doi.org/10.1016/j.isci.2023.107083.
- Xu, McCandless, Miller, Alessio, Morrison, “Machine Learned Algorithms to Predict the Risk of Pneumothorax Requiring Chest Tube Placement after Lung Biopsy,” J of Vascular and Interventional Radiology, https://doi.org/10.1016/j.jvir.2023.08.016, 2023.
2021
- Vali, Alessio, Balza, et al. "SNMMI Procedure Standard/EANM Practice Guideline on Pediatric 18F-FDG PET/CT for Oncology 1.0." Journal of Nuclear Medicine 62, 1 (2021), 99–110.
- Abouhawwash and Alessio, "Multi-Objective Evolutionary Algorithm for PET Image Reconstruction: Concept," IEEE Transactions on Medical Imaging, vol 40:8, pp 2142-2151, 2021.
- Zigray, Elman, Cheng, Li, Lee, Soine, Caldwell, Alessio, "Patient factors and outcomes associated with discordance between quantitative and qualitative cardiac PET ischemia information," PLOS ONE, 2021.
2020
- Banja, Rousselle, Duszak, Safdar, Alessio, "Sharing and Selling Images: Ethical and Regulatory Considerations for Radiologists," Journal of the American College of Radiology, 2020.
- Toia, Alessio, Mileto, "Use of Dual-Energy CT for Quantification of Essential Trace Metals," American Journal of Roentgenology, 2020.
- Otjen, Stanescu, Alessio, Parisi, "Ovarian torsion: developing a machine learned algorithm for diagnosis," Pediatric Radiology, 2020.
2019