Lições de Direito Económico e Financeiro, 1º Ano

I – O “DIREITO ECONÓMICO”: O ESTADO COMO PRODUTOR DE BENS E SERVIÇOS E O ESTADO COMO REGULADOR DA ECONOMIA: O PLANEAMENTO E AS MEDIDAS DE ESTÍMULO OU FOMENTO; O ACESSO À ACTIVIDADE ECONÓMICA; II – CONCEITO E TIPOLOGIA DAS EMPRESAS; III – ALGUMAS EMPRESAS EM ESPECIAL; IV – DIREITO PENAL ECONÓMICO E DE EMPRESA; V – “CONTENCIOSO DAS EMPRESAS”; VI – DIREITO DO CONSUMO, DIREITO DAS EMPRESAS E DIREITO PENAL ECONÓMICO; VII – DIREITO DA CONCORRÊNCIA E DOS PREÇOS; VIII – DIREITO MONETÁRIO, FINANCEIRO E DOS MERCADOS DE VALORES MOBILIÁRIOS: INSTRUMENTOS E MERCADOS FINANCEIROS; IX - REGULAÇÃO DO AMBIENTE E DA ACTIVIDADE ECONÓMICA; X - REGULAÇÃO DA QUALIDADE; XI – DIREITO FINANCEIRO PÚBLICO. §I - "ECONOMIC LAW": THE STATE AS PRODUCER OF GOODS AND SERVICES AND THE STATE AS A ECONOMY REGULATOR: PLANNING AND MEASURES OF STIMULUS OR PROMOTION; ACCESS TO ECONOMIC ACTIVITY II - CONCEPT AND TYPE OF COMPANIES III - SOME SPECIAL COMPANIES IV - ECONOMIC AND CRIMINAL LAW COMPANY, V – “LITIGATION IN COMPANIES”; VI - LAW CONSUMER, LAW OF COMPANIES AND ECONOMIC CRIMINAL LAW; VII - COMPETITION LAW AND PRICES; VIII - MONETARY LAW, FINANCIAL AND SECURITIES MARKETS: FINANCIAL INSTRUMENTS AND MARKETS; X - REGULATORY ENVIRONMENT AND ECONOMIC ACTIVITY: X - ADJUSTMENT OF QUALITY; XI - PUBLIC FINANCIAL LAW.

LIBERDADE de expressão, imprensa e comunicação social: oh zote x 2!

É fundamental, já o dissemos, o direito à expressão e informação, seja ou não seja por meio da comunicação social dirigida às massas. Muita gente morre por este direito ou pela falta dele. § Abstract: It is essential, as we have said, the right to expression and information, whether or not it is through social communication to the masses. Many people die for this right or the lack thereof.

Nous sommes Charlie: oh zote x 3!

“É fundamental o direito à expressão e informação, seja ou não seja por meio da comunicação social dirigida às massas. Muita gente morre por este direito ou pela falta dele.” E ainda dissemos a alto e bom som: “Bem hajam! Jornalistas, comentadores e cómicos com ética!” § "It's fundamental right to expression and information, whether or not either through the media directed to the masses. Many people die for this right or the lack thereof "And yet told loud and clear:". Well Let there be! Journalists, commentators and humorous with ethics!"

Computer-aided recognition of dental implants in X-ray images

Dental implant recognition in patients without available records is a time-consuming and not straightforward task. The traditional method is a complete user-dependent process, where the expert compares a 2D X-ray image of the dental implant with a generic database. Due to the high number of implants available and the similarity between them, automatic/semi-automatic frameworks to aide implant model detection are essential. In this study, a novel computer-aided framework for dental implant recognition is suggested. The proposed method relies on image processing concepts, namely: (i) a segmentation strategy for semi-automatic implant delineation; and (ii) a machine learning approach for implant model recognition. Although the segmentation technique is the main focus of the current study, preliminary details of the machine learning approach are also reported. Two different scenarios are used to validate the framework: (1) comparison of the semi-automatic contours against implant’s manual contours of 125 X-ray images; and (2) classification of 11 known implants using a large reference database of 601 implants. Regarding experiment 1, 0.97±0.01, 2.24±0.85 pixels and 11.12±6 pixels of dice metric, mean absolute distance and Hausdorff distance were obtained, respectively. In experiment 2, 91% of the implants were successfully recognized while reducing the reference database to 5% of its original size. Overall, the segmentation technique achieved accurate implant contours. Although the preliminary classification results prove the concept of the current work, more features and an extended database should be used in a future work.