Rocha, Humberto
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Name
Rocha, Humberto
Variants
Rocha, H.
Unidade de I&D
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Email
hrocha@fe.uc.pt
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Status
UC Researcher
Biography
Humberto Rocha is currently an Assistant Professor at University of Coimbra and Researcher at CeBER and Inesc-Coimbra Research Centers. He received both his bachelor and master degrees in Applied Mathematics from the University of Coimbra in 1998 and 2001, respectively. In 2005, he completed a PhD in Computational and Applied Mathematics at Old Dominion University (ODU) and NASA Langley Research Center, both in Virginia, USA. He received a medical degree from the University of Minho in 2015. His research centers on applications in physics, inverse engineering, aeronautics, medicine, and recently economics. This multidisciplinary approach lead to publications in a variety of journals of different areas, including Journal of aircraft, Medical Physics, Physics in Medicine and Biology, Physica Medica, Physica A. Most of his publications are in top journals of his area (Applied Mathematics/Operations Research), including SIAM Journal on Optimization, Journal of Global Optimization, Computational Optimization and Applications, Applied Mathematical Modeling, Applied Mathematics and Computation, Mathematical and Computer Modelling, Structural and Multidisciplinary Optimization, International Transactions of Operations Research.
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Publications
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Results 1-26 of 26 (Search time: 0.63 seconds).
Issue Date | Title | Author(s) | Type | Access | |
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1 | 2020 | Advantage of Beam Angle Optimization in Head-and-Neck IMRT: Patient Specific Analysis | Ventura, Tiago ; Lopes, Maria do Carmo Carrilho Calado Antunes ; Rocha, Humberto ; Ferreira, Brigida da Costa ; Dias, Joana | bookPart | openAccess |
2 | 2019 | An Optimization Approach for Noncoplanar Intensity-Modulated Arc Therapy Trajectories | Rocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo | bookPart | openAccess |
3 | 2016 | Automated fluence map optimization based on fuzzy inference systems | Dias, Joana ; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo | article | openAccess |
4 | Jul-2017 | Automated Radiotherapy Treatment Planning Using Fuzzy Inference Systems | Dias, Joana ; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo | bookPart | openAccess |
5 | 12-Mar-2020 | Clinical validation of a graphical method for radiation therapy plan quality assessment | Ventura, Tiago ; Dias, Joana; Khouri, Leila ; Netto, Eduardo; Soares, André; Ferreira, Brígida da Costa ; Rocha, Humberto ; Lopes, Maria do Carmo | article | openAccess |
6 | 2018 | Comparison of Combinatorial and Continuous Frameworks for the Beam Angle Optimization Problem in IMRT | Rocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo | bookPart | openAccess |
7 | 2020 | Comparison of Different Strategies for Arc Therapy Optimization | Rocha, Humberto ; Dias, Joana; Carrasqueira, Pedro; Ventura, Tiago ; Ferreira, Brígida da Costa ; Lopes, Maria do Carmo | bookPart | openAccess |
8 | Dec-2021 | Comparison of non-coplanar optimization of static beams and arc trajectories for intensity-modulated treatments of meningioma cases | Ventura, Tiago ; Rocha, Humberto ; da Costa Ferreira, Brigida; Dias, Joana; do Carmo Lopes, Maria | article | openAccess |
9 | Aug-2019 | Comparison of two beam angular optimization algorithms guided by automated multicriterial IMRT | Ventura, Tiago ; Rocha, Humberto ; Ferreira, Brígida da Costa ; Dias, Joana ; Lopes, Maria do Carmo Carrilho Calado Antunes | article | embargoedAccess |
10 | 2023 | Comparison of Hybrid Direct-Search Approaches for Beam Angle Optimization in Intensity-Modulated Proton Therapy | Rocha, Humberto ; Dias, Joana | bookPart | embargoedAccess |
11 | 2016 | A derivative-free multistart framework for an automated noncoplanar beam angle optimization in IMRT | Rocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo | article | openAccess |
12 | 2020 | Dose-Response to Different Radiochemotherapy Regimens in Locally Advanced Pancreatic Cancer | Ferreira, Brígida C. ; Dias, Joana; Gomes, Adriana; Mavroidis, Panayiotis ; Rocha, Humberto | bookPart | openAccess |
13 | 2016 | Feature Selection in Small Databases: A Medical-Case Study | Soares, Inês ; Dias, Joana ; Rocha, Humberto ; Lopes, Maria do Carmo ; Ferreira, Brígida | article | openAccess |
14 | 2019 | Forecasting Wheat Prices Based on Past Behavior: Comparison of Different Modelling Approaches | Dias, Joana ; Rocha, Humberto | bookPart | openAccess |
15 | 2013 | A genetic algorithm with neural network fitness function evaluation for IMRT beam angle optimization | Dias, Joana ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo | article | openAccess |
16 | 2018 | A Heuristic Based on Fuzzy Inference Systems for Multiobjective IMRT Treatment Planning | Dias, Joana; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo | bookPart | openAccess |
17 | Jan-2018 | Honey Yield Forecast Using Radial Basis Functions | Rocha, Humberto ; Dias, Joana | bookPart | openAccess |
18 | 2014 | IMRT beam angle optimization using differential evolution | Dias, Joana ; Ferreira, Brigida ; Rocha, Humberto ; Lopes, Maria do Carmo | article | openAccess |
19 | 2019 | Incorporating the Local Biological Effect of Dose Per Fraction in IMRT Inverse Optimization | Ferreira, Brígida da Costa ; Mavroidis, Panayiotis ; Dias, Joana; Rocha, Humberto | bookPart | openAccess |
20 | 2021 | Learning target-based preferences through additive models: An application in radiotherapy treatment planning | Dias, Luis C.; Dias, Joana; Ventura, Tiago ; Rocha, Humberto ; Ferreira, Brígida da Costa ; Khouri, Leila ; Lopes, Maria do Carmo Carrilho Calado Antunes | article | openAccess |
21 | 2020 | Optimization of Highly Noncoplanar Arc Therapy Trajectories: A Dosimetric Approach | Rocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo | bookPart | openAccess |
22 | 2017 | Predicting xerostomia after IMRT treatments: a data mining approach | Soares, Inês ; Dias, Joana ; Rocha, Humberto ; Khouri, Leila ; Lopes, Maria do Carmo ; Ferreira, Brígida | article | openAccess |
23 | 2014 | Predicting xerostomia induced by IMRT treatments: A logistic regression approach | Soares, Ines ; Rocha, Humberto ; Dias, Joana ; Lopes, Maria do Carmo ; Ferreira, Brigida | article | openAccess |
24 | 2021 | A Randomized Direct-Search Approach for Beam Angle Optimization in Intensity-Modulated Proton Therapy | Rocha, Humberto ; Dias, Joana | bookPart | embargoedAccess |
25 | 2016 | Semi-supervised Self-training Approaches in Small and Unbalanced Datasets: Application to Xerostomia Radiation Side-Effect | Soares, Inês ; Dias, Joana ; Rocha, Humberto ; Khouri, Leila ; Lopes, Maria do Carmo ; Ferreira, Brígida | article | openAccess |
26 | 2015 | Simulated annealing applied to IMRT beam angle optimization: A computational study | Dias, Joana ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo | article | openAccess |