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Deep residual fully connected neural network classification of Compton camera based prompt gamma imaging for proton radiotherapy

Frontiers in physics, 2023-02, Vol.11

2023

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Applications of Machine Learning to Improve the Clinical Viability of Compton Camera Based in vivo Range Verification in Proton Radiotherapy

Frontiers in physics, 2022-04, Vol.10

2022

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A feasibility study of enhanced prompt gamma imaging for range verification in proton therapy using deep learning

Physics in medicine & biology, 2023-03, Vol.68 (7), p.75001

2023

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Accelerating Real-Time Imaging for Radiotherapy: Leveraging Multi-GPU Training with PyTorch

2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.1727-1734

2023

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Classification of Compton Camera Based Prompt Gamma Imaging for Proton Radiotherapy by Random Forests

2021 International Conference on Computational Science and Computational Intelligence (CSCI), 2021, p.308-311

2021

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Performance Benchmarking of Data Augmentation and Deep Learning for Tornado Prediction

2019 IEEE International Conference on Big Data (Big Data), 2019, p.3607-3615

2019

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Multi-Layer Recurrent Neural Networks for the Classification of Compton Camera Based Imaging Data for Proton Beam Cancer Treatment

2022 IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT), 2022, p.213-222

2022

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Promising Hyperparameter Configurations for Deep Fully Connected Neural Networks to Improve Image Reconstruction in Proton Radiotherapy

2021 IEEE International Conference on Big Data (Big Data), 2021, p.5648-5657

2021

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Performance Benchmarking of Parallel Hyperparameter Tuning for Deep Learning Based Tornado Predictions

Big data research, 2021-07, Vol.25, p.100212, Article 100212

2021

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Using Deep Learning to Enhance Compton Camera Based Prompt Gamma Image Reconstruction Data for Proton Radiotherapy

Proceedings in applied mathematics and mechanics, 2021-12, Vol.21 (1), p.n/a

2021

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Machine Learning with Feature Importance Analysis for Tornado Prediction from Environmental Sounding Data

Proceedings in applied mathematics and mechanics, 2021-01, Vol.20 (1), p.n/a

2021

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Deep Learning for Classification of Compton Camera Data in the Reconstruction of Proton Beams in Cancer Treatment

Proceedings in applied mathematics and mechanics, 2021-01, Vol.20 (1), p.n/a

2021

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Examining the Effect of Introducing a Link From Electrical Excitation to Calcium Dynamics in a Cardiomyocyte

SPORA: A Journal of Biomathematics, 2016, Vol.2 (1)

2016

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Tornado Storm Data Synthesization Using Deep Convolutional Generative Adversarial Network

Advances in Data Science and Information Engineering, p.383-388

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ATP closes a potassium and opens a cationic conductance through different receptors in neurons of guinea pig submucous plexus

The Journal of pharmacology and experimental therapeutics, 1994-03, Vol.268 (3), p.1397

1994

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Physics‐Informed Deep Neural Networks for Learning Parameters and Constitutive Relationships in Subsurface Flow Problems

Water resources research, 2020-05, Vol.56 (5), p.n/a

2020

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The effects of heat and mass diffusion on freely oscillating bubbles in a viscoelastic, tissue-like medium

The Journal of the Acoustical Society of America, 2017-02, Vol.141 (2), p.908-918

2017

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Synthetic biology by controller design

Current opinion in biotechnology, 2022-12, Vol.78, p.102837-102837, Article 102837

2022

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Silver nanoparticles enhance survival of white spot syndrome virus infected Penaeus vannamei shrimps by activation of its immunological system

Fish & shellfish immunology, 2019-01, Vol.84, p.1083-1089

2019

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Starch degradation in the bean fruit pericarp is characterized by an increase in maltose metabolism

Physiologia plantarum, 2022-11, Vol.174 (6), p.e13836-n/a

2022

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Prokaryotic population dynamics and interactions in an AnSBBR using tequila vinasses as substrate in co‐digestion with acid hydrolysates of Agave tequilana var. azul bagasse for hydrogen production

Journal of applied microbiology, 2022-01, Vol.132 (1), p.413-428

2022

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Effects of spatial heterogeneity on bacterial genetic circuits

PLoS computational biology, 2020-09, Vol.16 (9), p.e1008159-e1008159

2020

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High strain-rate soft material characterization via inertial cavitation

Journal of the mechanics and physics of solids, 2018-03, Vol.112, p.291-317

2018

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Strawberry Variety Influences the Effectiveness of Postharvest Treatment with Gaseous Ozone: Impact on the Physicochemical, Microbiological, and Bioactive Properties of the Fruit

Processes, 2023-01, Vol.11 (2), p.346

2023

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Deshidratación osmótica del mamey (Pouteria sapota) así como la evaluación de sus propiedades nutrimentales y sensoriales

RIDE revista iberoamericana para la investigación y el desarrollo educativo, 2024-10, Vol.15 (29)

López-Barajas, Juan Carlos

2024

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Deep residual fully connected neural network classification of Compton camera based prompt gamma imaging for proton radiotherapy

Applications of Machine Learning to Improve the Clinical Viability of Compton Camera Based in vivo Range Verification in Proton Radiotherapy

A feasibility study of enhanced prompt gamma imaging for range verification in proton therapy using deep learning

Accelerating Real-Time Imaging for Radiotherapy: Leveraging Multi-GPU Training with PyTorch

Classification of Compton Camera Based Prompt Gamma Imaging for Proton Radiotherapy by Random Forests

Performance Benchmarking of Data Augmentation and Deep Learning for Tornado Prediction

Multi-Layer Recurrent Neural Networks for the Classification of Compton Camera Based Imaging Data for Proton Beam Cancer Treatment

Promising Hyperparameter Configurations for Deep Fully Connected Neural Networks to Improve Image Reconstruction in Proton Radiotherapy

Performance Benchmarking of Parallel Hyperparameter Tuning for Deep Learning Based Tornado Predictions

Using Deep Learning to Enhance Compton Camera Based Prompt Gamma Image Reconstruction Data for Proton Radiotherapy

Machine Learning with Feature Importance Analysis for Tornado Prediction from Environmental Sounding Data

Deep Learning for Classification of Compton Camera Data in the Reconstruction of Proton Beams in Cancer Treatment

Examining the Effect of Introducing a Link From Electrical Excitation to Calcium Dynamics in a Cardiomyocyte

Tornado Storm Data Synthesization Using Deep Convolutional Generative Adversarial Network

ATP closes a potassium and opens a cationic conductance through different receptors in neurons of guinea pig submucous plexus

Physics‐Informed Deep Neural Networks for Learning Parameters and Constitutive Relationships in Subsurface Flow Problems

The effects of heat and mass diffusion on freely oscillating bubbles in a viscoelastic, tissue-like medium

Synthetic biology by controller design

Silver nanoparticles enhance survival of white spot syndrome virus infected Penaeus vannamei shrimps by activation of its immunological system

Starch degradation in the bean fruit pericarp is characterized by an increase in maltose metabolism

Prokaryotic population dynamics and interactions in an AnSBBR using tequila vinasses as substrate in co‐digestion with acid hydrolysates of Agave tequilana var. azul bagasse for hydrogen production

Effects of spatial heterogeneity on bacterial genetic circuits

High strain-rate soft material characterization via inertial cavitation

Strawberry Variety Influences the Effectiveness of Postharvest Treatment with Gaseous Ozone: Impact on the Physicochemical, Microbiological, and Bioactive Properties of the Fruit

Deshidratación osmótica del mamey (Pouteria sapota) así como la evaluación de sus propiedades nutrimentales y sensoriales

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