Michael Jacobs

Professor

19952020
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Magnetic Resonance Imaging Medicine & Life Sciences
Breast Medicine & Life Sciences
Magnetic Resonance Spectroscopy Medicine & Life Sciences
Diffusion Magnetic Resonance Imaging Medicine & Life Sciences
Choline Medicine & Life Sciences
Protons Medicine & Life Sciences
Breast Neoplasms Medicine & Life Sciences
Stroke Medicine & Life Sciences

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Research Output 1995 2020

Chronic Pancreatitis
Pancreatitis
Abdominal Pain
Pancreas
Enzymes

Deep learning and radiomics in precision medicine

Parekh, V. S. & Jacobs, M., Mar 4 2019, In : Expert Review of Precision Medicine and Drug Development. 4, 2, p. 59-72 14 p.

Research output: Contribution to journalReview article

Open Access
Precision Medicine
Learning
Artificial Intelligence
Radiology
Clinical Decision Support Systems

Measurement Repeatability of 18F-FDG PET/CT Versus 18F-FDG PET/MRI in Solid Tumors of the Pelvis

Fraum, T. J., Fowler, K. J., Crandall, J. P., Laforest, R. A., Salter, A., An, H., Jacobs, M., Grigsby, P. W., Dehdashti, F. & Wahl, R. L., Aug 1 2019, In : Journal of nuclear medicine : official publication, Society of Nuclear Medicine. 60, 8, p. 1080-1086 7 p.

Research output: Contribution to journalArticle

Open Access
Fluorodeoxyglucose F18
Pelvis
Neoplasms
Pelvic Neoplasms
Cohort Studies

Multiparametric deep learning tissue signatures for a radiological biomarker of breast cancer: Preliminary results

Parekh, V. S., Macura, K. J., Harvey, S. C., Kamel, I. R., EI-Khouli, R., Bluemke, D. A. & Jacobs, M. A., Jan 1 2019, (Accepted/In press) In : Medical physics.

Research output: Contribution to journalArticle

Open Access
Biomarkers
Learning
Breast Neoplasms
Breast
Area Under Curve

Radiomic synthesis using deep convolutional neural networks

Parekh, V. S. & Jacobs, M. A., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1114-1117 4 p. 8759491. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Entropy
Neural networks
Clinical Decision Support Systems
Neural Networks (Computer)
Magnetic resonance imaging