Výsledky vyhledávání - "Dinov, Ivo D"

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Numerical methods for computing the discrete and continuous Laplace transforms

Autor: Zhang, Yupeng, Shen, Yueyang, Zhang, Rongqian, Liu, Yuyao, Guo, Yunjie, Deng, Daxuan, Dinov, Ivo D.

We propose a numerical method to spline-interpolate discrete signals and then apply the integral transforms to the corresponding analytical spline functions. This represents a robust and computationally efficient technique for estimating the Laplace

Externí odkaz: http://arxiv.org/abs/2304.13204

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Precision Radiotherapy via Information Integration of Expert Human Knowledge and AI Recommendation to Optimize Clinical Decision Making

Autor: Sun, Wenbo, Niraula, Dipesh, Naqa, Issam El, Haken, Randall K Ten, Dinov, Ivo D, Cuneo, Kyle, Jin, Judy

In the precision medicine era, there is a growing need for precision radiotherapy where the planned radiation dose needs to be optimally determined by considering a myriad of patient-specific information in order to ensure treatment efficacy. Existin

Externí odkaz: http://arxiv.org/abs/2202.04565

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Deep Learning in Pharmacogenomics: From Gene Regulation to Patient Stratification

Autor: Kalinin, Alexandr A., Higgins, Gerald A., Reamaroon, Narathip, Soroushmehr, S. M. Reza, Allyn-Feuer, Ari, Dinov, Ivo D., Najarian, Kayvan, Athey, Brian D.

This Perspective provides examples of current and future applications of deep learning in pharmacogenomics, including: (1) identification of novel regulatory variants located in noncoding domains and their function as applied to pharmacoepigenomics;

Externí odkaz: http://arxiv.org/abs/1801.08570

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