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| 1 | Software Agent with Reinforcement Learning Approach for Medical Image Segmentation显示文摘Many image segmentation solutions are problem-based.Medical images have very similar grey level and texture among the interested objects.Therefore,medical image segmentation requires improvements although there have been researches done since the last few decades.We design a self-learning framework to extract several objects of interest simultaneously from Computed Tomography (CT) images.Our segmentation method has a learning phase that is based on reinforcement learning (RL) system.Each RL agent works on a particular sub-image of an input image to find a suitable value for each object in it.The RL system is define by state,action and reward.We defined some actions for each state in the sub-image.A reward function computes reward for each action of the RL agent.Finally,the valuable information,from discovering all states of the interest objects,will be stored in a Q-matrix and the final result can be applied in segmentation of similar images.The experimental results for cranial CT images demonstrated segmentation accuracy above 95%. | Mahsa Chitsaz Chaw Seng Woo | 2011 | Journal of Computer Science & Technology2011，26，2： | 2 |
| 2 | CDD:specific functional annotation with the Conserved Domain Database显示文摘 | MARCHLER-BAUER A ANDERSON J B CHITSAZ F | 2009 | Nucleic Acids Res2009，37，： | 1 |
| 3 | Impact of extensively drug-resistant tuberculosis on treatment outcome of multidrug- resistant tuberculosis patients with standardized regimen: report from Iran 显示文摘 | Tabarsi P Chitsaz E Baghaei P | 2010 | Microb Drug Resist2010，16，1： | 1 |
| 4 | Wind power forecast using wavelet neural network trained by improved Clonal selection algorithm显示文摘 | Chitsaz H Amjady N Zareipour H | 2015 | Energy Conversion & Management2015，89，1： | 1 |
| 5 | First-line anti-tuberculosis drug resistance patterns and trends at the national TB referral center in Dan-eight years of surveillance 显示文摘 | Shamaei M Marjani M Chitsaz E | 2009 | Int J Infect Dis2009，13，5： | 1 |
| 6 | CDD: a Conserved Domain Database for the functional annotation of proteins 显示文摘 | Marchler-Bauer A Lu S Anderson JB Chitsaz F Derbyshire MK Weese-Scott CD Fong JH Geer LY Geer RC Gonzales NR Gwadz M Hurwitz DI Jackson JD Ke Z Lanczycki CJ Lu F Marchler GH Mullokandov M Omelchenko MV Robertson CL Song JS Thanki N Yamashita RA Zhang D Zhang N Zheng C Bryant SH | 2011 | Nucleic Acids Res2011，39，： | 1 |
| 7 | Nano planar coil actuated micro paddle resonator for mass detection 显示文摘 | CHITSAZ C S PREWETT P D HAMLETr C A | 2011 | Microelectronic Engineering2011，88，8： | 1 |
| 8 | CDD: specific functional annotation with the Conserved Domain Database显示文摘 | MARCHLER-BAUER A ANDERSON J B CHITSAZ F | 2009 | Nucleic Acids Research2009，37，： | 1 |
| 9 | Incidence, clini- cal and epidemiological risk factors, and outcome of drug - induced hepatitis due to antituberculous agents in new tuber- culosis cases显示文摘 | BAGHAEI P TABARSI P CHITSAZ E | 2010 | Am J Ther2010，17，1： | 1 |
| 10 | Prevalence and significance of a negative extended-spectrum beta-lactamase (ESBL) confirmation test result after a positive ESBL screening test result for isolates of Escherichia coli and Klebsiella pneumoniae:results from the SENTRY asia-Pacific surveillance program显示文摘 | Bell JM Chitsaz M Turnidge JD | 2007 | J Clin Microbiol2007，45，5： | 1 |
| 11 | Effects of Common Anti-epileptic Drugs on the Serum Levels of Homocysteine and Folic Acid显示文摘 | Paknahad Z Chitsaz A Zadeh AH | 2012 | Int J Prev Med2012，3，1： | 1 |
| 12 | Outcome of treatment of MDR - TB patients with standardised regimens, Iran, 2002 - 2006 显示文摘 | Masjedi MR Tabarsi P Chitsaz E | 2008 | Int J Tuberc Lung Dis2008，12，7： | 1 |
| 13 | CDD: Conserved domains and protein three-dimensional structure显示文摘 | Marchler-bauer A Zheng C Chitsaz F | 2013 | Nucleic Acids Research2013，41，1： | 1 |
| 14 | CDD:specific functional annotation with the Conserved Domain Database显示文摘 | Marchler-Bauer A Anderson J B Chitsaz F | 2009 | Nucleic Acids Resesrch2009，，37： | 1 |
| 15 | CDD: specific functional annotation with the Conserved Domain Database 显示文摘 | Marchler- Bauer A Anderson JB Chitsaz F | 2009 | Nucleic Acids Res2009，37，： | 1 |
| 16 | CDD: specific functional annotation with the Conserved Domain Database 显示文摘 | Marchler - Bauer A Anderson J B Chitsaz F | 2009 | Nucleic Acids Research2009，37，1： | 1 |
| 17 | Isaac's Syndrome Associated with CIDP and Pregnancy显示文摘 | Basiri K Fatehi F Chitsaz A | 2011 | Arch Iran Med2011，14，3： | 1 |
| 18 | Correlation of cal- cification on excised aortic valves by micro- computed tomography with severity of aortic stenosis 显示文摘 | Chitsaz S Gundiah N Blackshear C | 2012 | J Heart Valve Dis2012，21，3： | 1 |
| 19 | CDD: Specific Functional Annotation with the Conserved Domain Database 显示文摘 | Marchler-Bauer A Anderson J B Chitsaz F | 2009 | Nucleic Acids Res2009，37，： | 1 |
| 20 | A randomized, doubleblind trial of bromocriptine efficacy in nonfluent aphasia after stroke显示文摘 | Ashtary F Janghorbani M Chitsaz A et a/ | 2006 | Neurology2006，66，： | 1 |
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