Rocha, H.
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Name
Rocha, H.
Variants
Rocha, H.
Unidade de I&D
Personal Site
Email
hrocha@fe.uc.pt
Other emails
https://orcid.org/0000-0002-5981-4469
Scopus Author ID
Researcher ID
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
(All)
Results 1-25 of 25 (Search time: 0.017 seconds).
| Issue Date | Title | Author(s) | Type | Access | |
|---|---|---|---|---|---|
| 1 | 2021 | An automated bi‐level optimization approach for IMRT | Carrasqueira, P. ; Alves, M. J. ; Dias, J. M. ; Rocha, H. ; Ventura, T. ; Ferreira, B. C. ; Lopes, M. C. | article | openAccess |
| 2 | 2021 | An automated treatment planning strategy for highly noncoplanar radiotherapy arc trajectories | Carrasqueira, P.; Rocha, Humberto ; Dias, J. M.; Ventura, T.; Ferreira, B. C. ; Lopes, M. C. | article | embargoedAccess |
| 3 | 2021 | An automated treatment planning strategy for highly noncoplanar radiotherapy arc trajectories | Carrasqueira, P. ; Rocha, H. ; Dias, J. M. ; Ventura, T. ; Ferreira, B. C. ; Lopes, M. C. | article | openAccess |
| 4 | 2016 | Automated fluence map optimization based on fuzzy inference systems | Dias, Joana ; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo | article | openAccess |
| 5 | 2013 | Beam angle optimization for intensity-modulated radiation therapy using a guided pattern search method | Rocha, Humberto ; Dias, Joana M. ; Ferreira, Brígida C. ; Lopes, Maria C. | article | openAccess |
| 6 | 2018 | Beam angle optimization in IMRT: are we really optimizing what matters? | Rocha, Humberto ; Dias, Joana Matos ; Ventura, Tiago ; Ferreira, Brígida da Costa ; Lopes, Maria do Carmo | article | embargoedAccess |
| 7 | 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 |
| 8 | 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 |
| 9 | 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 |
| 10 | 2016 | Feature Selection in Small Databases: A Medical-Case Study | Soares, Inês ; Dias, Joana ; Rocha, Humberto ; Lopes, Maria do Carmo ; Ferreira, Brígida | article | openAccess |
| 11 | 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 |
| 12 | 2014 | IMRT beam angle optimization using differential evolution | Dias, Joana ; Ferreira, Brigida ; Rocha, Humberto ; Lopes, Maria do Carmo | article | openAccess |
| 13 | 2014 | IMRT Beam Angle Optimization Using Dynamically Dimensioned Search | Dias, J. ; Rocha, H. ; Ferreira, B. ; Lopes, M. C. | article | openAccess |
| 14 | 2015 | IMRT Inverse Planning Using Simulated Annealing | Dias, Joana M. ; Rocha, Humberto ; Ferreira, Brígida C. ; Lopes, Maria do Carmo | article | openAccess |
| 15 | 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 |
| 16 | 2015 | Noncoplanar beam angle optimization in IMRT treatment planning using pattern search methods | Rocha, Humberto ; Dias, Joana M. ; Ferreira, Brígida C. ; Lopes, Maria C. | article | openAccess |
| 17 | 2014 | On the Global Optimization of the Beam Angle Optimization Problem in Intensity-Modulated Radiation Therapy | Rocha, H. ; Dias, J. M. ; Ferreira, B. C. ; Lopes, M. C. | article | openAccess |
| 18 | 2013 | Pattern search methods framework for beam angle optimization in radiotherapy design | Rocha, H. ; Dias, J.M. ; Ferreira, B. C. ; Lopes, M. C. | article | openAccess |
| 19 | 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 |
| 20 | 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 |
| 21 | 2012 | Selection of intensity modulated radiation therapy treatment beam directions using radial basis functions within a pattern search methods framework | Rocha, H. ; Dias, J. M. ; Ferreira, B. C. ; Lopes, M. C. | article | openAccess |
| 22 | 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 |
| 23 | 2015 | Simulated annealing applied to IMRT beam angle optimization: A computational study | Dias, Joana ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo | article | openAccess |
| 24 | 2016 | Treatment failure prediction for head-and-neck cancer radiation therapy | Rocha, H. ; Khouri, L. ; Lopes, M.C. ; Dias, J. ; Ferreira, B. | article | openAccess |
| 25 | 2015 | A Two-Stage Programming Approach to Fluence Map Optimization for Intensity-Modulated Radiation Therapy Treatment Planning | Rocha, Humberto ; Dias, Joana M. ; Ferreira, Brígida C. ; Lopes, Maria do Carmo | article | openAccess |