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Credit Name
Rocha, Humberto
Full Name
Rocha, Humberto
Variants
Rocha, H.
 
 
 
Personal Site
https://www.uc.pt/en/uid/ceber/person?key=c57ebddd
 
Email
hrocha@fe.uc.pt
 
Other emails
 
 
Researcher ID
 
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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Scopus Author ID
Estado
Investigador UC

Publications
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Refined By:
Author:  Ferreira, Brígida C.

Results 1-29 of 29 (Search time: 0.015 seconds).

Issue DateTitleAuthor(s)TypeAccess
12016An Accelerated Multistart Derivative-Free Framework for the Beam Angle Optimization Problem in IMRTRocha, Humberto ; Dias, Joana M. ; Ventura, Tiago ; Ferreira, Brígida C. ; Lopes, Maria do Carmo bookopenAccess
22016Automated fluence map optimization based on fuzzy inference systemsDias, Joana ; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo articleopenAccess
3Jul-2017Automated Radiotherapy Treatment Planning Using Fuzzy Inference SystemsDias, Joana ; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo bookPartopenAccess
42013Beam angle optimization for intensity-modulated radiation therapy using a guided pattern search methodRocha, Humberto ; Dias, Joana M ; Ferreira, Brígida C ; Lopes, Maria C articleopenAccess
52018Beam 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 articleembargoedAccess
62018Comparison of Combinatorial and Continuous Frameworks for the Beam Angle Optimization Problem in IMRTRocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo bookPartopenAccess
72016A derivative-free multistart framework for an automated noncoplanar beam angle optimization in IMRTRocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo articleopenAccess
82015Does Beam Angle Optimization Really Matter for Intensity-Modulated Radiation Therapy?Rocha, Humberto ; Dias, Joana M. ; Ferreira, Brigida C. ; Lopes, Maria do Carmo bookopenAccess
92020Dose-Response to Different Radiochemotherapy Regimens in Locally Advanced Pancreatic CancerFerreira, Brígida C. ; Dias, Joana; Gomes, Adriana; Mavroidis, Panayiotis ; Rocha, Humberto bookPartopenAccess
102016Feature Selection in Small Databases: A Medical-Case StudySoares, Inês ; Dias, Joana ; Rocha, Humberto ; Lopes, Maria do Carmo ; Ferreira, Brígida articleopenAccess
112013A genetic algorithm with neural network fitness function evaluation for IMRT beam angle optimizationDias, Joana ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo articleopenAccess
12Jul-2017A Global Score-Driven Beam Angle Optimization in IMRTRocha, Humberto ; Dias, Joana M. ; Ventura, Tiago ; Ferreira, Brígida C. ; Lopes, Maria do Carmo bookPartopenAccess
132014IMRT Beam Angle Optimization Using DDS with a Cross-Validation Approach for Configuration SelectionDias, Joana M. ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo bookopenAccess
142014IMRT beam angle optimization using differential evolutionDias, Joana ; Ferreira, Brigida ; Rocha, Humberto ; Lopes, Maria do Carmo articleopenAccess
152014IMRT Beam Angle Optimization Using Dynamically Dimensioned SearchDias, J. ; Rocha, H. ; Ferreira, B. ; Lopes, M. C. articleopenAccess
162014IMRT Beam Angle Optimization Using Electromagnetism-Like AlgorithmRocha, Humberto ; Rocha, Ana Maria A. C. ; Dias, Joana M. ; Ferreira, Brigida ; Lopes, Maria do Carmo bookopenAccess
172014IMRT Beam Angle Optimization Using Non-descent Pattern Search MethodsRocha, Humberto ; Dias, Joana M. ; Ferreira, Brígida ; Lopes, Maria do Carmo bookopenAccess
182015IMRT Inverse Planning Using Simulated AnnealingDias, Joana M. ; Rocha, Humberto ; Ferreira, Brígida C. ; Lopes, Maria do Carmo articleopenAccess
192015Noncoplanar beam angle optimization in IMRT treatment planning using pattern search methodsRocha, Humberto ; Dias, Joana M ; Ferreira, Brígida C ; Lopes, Maria C articleopenAccess
202014On the Global Optimization of the Beam Angle Optimization Problem in Intensity-Modulated Radiation TherapyRocha, H. ; Dias, J. M. ; Ferreira, B. C. ; Lopes, M. C. articleopenAccess
212013On the Use of a Priori Knowledge in Pattern Search Methods: Application to Beam Angle Optimization for Intensity-Modulated Radiation TherapyRocha, Humberto ; Dias, Joana M. ; Ferreira, Brigida C. ; Lopes, Maria do Carmo bookopenAccess
222013Pattern search methods framework for beam angle optimization in radiotherapy designRocha, H. ; Dias, J.M. ; Ferreira, B.C. ; Lopes, M.C. articleopenAccess
232017Predicting xerostomia after IMRT treatments: a data mining approachSoares, Inês ; Dias, Joana ; Rocha, Humberto ; Khouri, Leila ; Lopes, Maria do Carmo ; Ferreira, Brígida articleopenAccess
242014Predicting xerostomia induced by IMRT treatments: A logistic regression approachSoares, Ines ; Rocha, Humberto ; Dias, Joana ; Lopes, Maria do Carmo ; Ferreira, Brigida articleopenAccess
252012Selection of intensity modulated radiation therapy treatment beam directions using radial basis functions within a pattern search methods frameworkRocha, H. ; Dias, J. M. ; Ferreira, B. C. ; Lopes, M. C. articleopenAccess
262016Semi-supervised Self-training Approaches in Small and Unbalanced Datasets: Application to Xerostomia Radiation Side-EffectSoares, Inês ; Dias, Joana ; Rocha, Humberto ; Khouri, Leila ; Lopes, Maria do Carmo ; Ferreira, Brígida articleopenAccess
272015Simulated annealing applied to IMRT beam angle optimization: A computational studyDias, Joana ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo articleopenAccess
282016Treatment failure prediction for head-and-neck cancer radiation therapyRocha, H. ; Khouri, L. ; Lopes, M.C. ; Dias, J. ; Ferreira, B. articleopenAccess
292015A Two-Stage Programming Approach to Fluence Map Optimization for Intensity-Modulated Radiation Therapy Treatment PlanningRocha, Humberto ; Dias, Joana M. ; Ferreira, Brígida C. ; Lopes, Maria do Carmo articleopenAccess