Artificial intelligence in radiology

A Hosny, C Parmar, J Quackenbush… - Nature Reviews …, 2018 - nature.com
Artificial intelligence (AI) algorithms, particularly deep learning, have demonstrated
remarkable progress in image-recognition tasks. Methods ranging from convolutional neural …

Engineering of magnetic nanoparticles as magnetic particle imaging tracers

C Lu, L Han, J Wang, J Wan, G Song… - Chemical Society Reviews, 2021 - pubs.rsc.org
Magnetic particle imaging (MPI) has recently emerged as a promising non-invasive imaging
technique because of its signal linearly propotional to the tracer mass, ability to generate …

Spatially resolved isotope tracing reveals tissue metabolic activity

L Wang, X Xing, X Zeng, SRE Jackson, T TeSlaa… - Nature …, 2022 - nature.com
Isotope tracing has helped to determine the metabolic activities of organs. Methods to probe
metabolic heterogeneity within organs are less developed. We couple stable-isotope …

Medical physics challenges in clinical MR-guided radiotherapy

C Kurz, G Buizza, G Landry, F Kamp, M Rabe… - Radiation …, 2020 - Springer
The integration of magnetic resonance imaging (MRI) for guidance in external beam
radiotherapy has faced significant research and development efforts in recent years. The …

Quantification of tumor heterogeneity: from data acquisition to metric generation

A Kashyap, MA Rapsomaniki, V Barros… - Trends in …, 2022 - cell.com
Tumors are unique and complex ecosystems, in which heterogeneous cell subpopulations
with variable molecular profiles, aggressiveness, and proliferation potential coexist and …

Criteria for the design of tissue-mimicking phantoms for the standardization of biophotonic instrumentation

L Hacker, H Wabnitz, A Pifferi, TJ Pfefer… - Nature Biomedical …, 2022 - nature.com
A lack of accepted standards and standardized phantoms suitable for the technical
validation of biophotonic instrumentation hinders the reliability and reproducibility of its …

Recent advances in fluorescence imaging-guided photothermal therapy and photodynamic therapy for cancer: From near-infrared-I to near-infrared-II

H Luo, S Gao - Journal of Controlled Release, 2023 - Elsevier
Phototherapy (including photothermal therapy, PTT; and photodynamic therapy, PDT) has
been widely used for cancer treatment, but conventional PTT/PDT show limited therapeutic …

Nanotechnology in the diagnosis and treatment of lung cancer

AM Cryer, AJ Thorley - Pharmacology & therapeutics, 2019 - Elsevier
Lung cancer is an umbrella term for a subset of heterogeneous diseases that are collectively
responsible for the most cancer-related deaths worldwide. Despite the tremendous progress …

Multi-scale optoacoustic molecular imaging of brain diseases

D Razansky, J Klohs, R Ni - European journal of nuclear medicine and …, 2021 - Springer
The ability to non-invasively visualize endogenous chromophores and exogenous probes
and sensors across the entire rodent brain with the high spatial and temporal resolution has …

Decision support systems for personalized and participative radiation oncology

P Lambin, J Zindler, BGL Vanneste… - Advanced drug delivery …, 2017 - Elsevier
A paradigm shift from current population based medicine to personalized and participative
medicine is underway. This transition is being supported by the development of clinical …