Microcalcification evaluation in computer assisted diagnosis for digital mammography

In order to develop applications for z;isual interpretation of medical images, the early detection and evaluation of microcalcifications in digital mammograms is verg important since their presence is oftenassociated with a high incidence of breast cancers. Accurate classification into benign and malignant groups would help improve diagnostic sensitivity as well as reduce the number of unnecessa y biopsies. The challenge here is the selection of the useful features to distinguish benign from malignant micro calcifications. Our purpose in this work is to analyse a microcalcification evaluation method based on a set of shapebased features extracted from the digitised mammography. The segmentation of the microcalcificationsis performed using a fixed-tolerance region growing method to extract boundaries of calcifications with manually selected seed pixels. Taking into account that shapes and sizes of clustered microcalcificationshave been associated with a high risk of carcinoma based on digerent subjective measures, such as whether or not the calcifications are irregular, linear, vermiform, branched, rounded or ring like, our efforts were addressed to obtain a feature set related to the shape. The identification of the pammeters concerning the malignant character of the microcalcifications was performed on a set of 146 mammograms with their real diagnosis known in advance from biopsies. This allowed identifying the following shape-based parameters as the relevant ones: Number of clusters, Number of holes, Area, Feret elongation, Roughness, and Elongation. Further experiments on a set of 70 new mammogmms showed that the performance of the classification scheme is close to the mean performance of three expert radiologists, which allows to consider the proposed method for assisting the diagnosis and encourages to continue the investigation in the senseof adding new features not only related to the shape

Computer-aided discovery of biological activity spectra for anti-aging and anti-cancer olive oil oleuropeins

Aging is associated with common conditions, including cancer, diabetes, cardiovascular disease, and Alzheimer"s disease. The type of multi‐targeted pharmacological approach necessary to address a complex multifaceted disease such as aging might take advantage of pleiotropic natural polyphenols affecting a wide variety of biological processes. We have recently postulated that the secoiridoids oleuropein aglycone (OA) and decarboxymethyl oleuropein aglycone (DOA), two complex polyphenols present in health‐promoting extra virgin olive oil (EVOO), might constitute a new family of plant‐produced gerosuppressant agents. This paper describes an analysis of the biological activity spectra (BAS) of OA and DOA using PASS (Prediction of Activity Spectra for Substances) software. PASS can predict thousands of biological activities, as the BAS of a compound is an intrinsic property that is largely dependent on the compound"s structure and reflects pharmacological effects, physiological and biochemical mechanisms of action, and specific toxicities. Using Pharmaexpert, a tool that analyzes the PASS‐predicted BAS of substances based on thousands of"mechanism‐ effect" and"effect‐mechanism" relationships, we illuminate hypothesis‐generating pharmacological effects, mechanisms of action, and targets that might underlie the anti‐aging/anti‐cancer activities of the gerosuppressant EVOO oleuropeins.

Brain-Computer Interfaces, Virtual Reality, and Videogames

Major challenges must be tackled for brain-computer interfaces to mature into an established communications medium for VR applications, which will range from basic neuroscience studies to developing optimal peripherals and mental gamepads and more efficient brain-signal processing techniques.

Brain Computer Interface for Virtual Reality Control

A brain-computer interface (BCI) is a new communication channel between the human brain and a computer. Applications of BCI systems comprise the restoration of movements, communication and environmental control. In this study experiments were made that used the BCI system to control or to navigate in virtual environments (VE) just by thoughts. BCI experiments for navigation in VR were conducted so far with synchronous BCI and asynchronous BCI systems. The synchronous BCI analyzes the EEG patterns in a predefined time window and has 2 to 3 degrees of freedom.

Domo Hogar, Automatització de l'habitatge

En aquest projecte crearem un sistema per automatitzar els diferents dispositius que podem trobar en una casa. En primer lloc dissenyarem el hardware que serà el sistema nerviós des del que controlarem els dispositius a través del port USB d’un ordinador. Aquest sistema nerviós serà el punt d’interconnexió entre els dispositius de la casa i l’ordinador central que els controlarà. A nivell de hardware, a més a més del mòdul d’entrades i sortides d’interconnexió amb els dispositius que hem esmentat, ens trobem amb la necessitat d’instal•lar un ordinador central i diferents aparells repartits per la casa per poder realitzar les nostres necessitats (accions dels diferents dispositius) des de qualsevol punt de la casa. Amb aquests requeriments haurem d’estudiar les diferents possibilitats per fer el nostre sistema el màxim d’eficaç possible. Finalitzat l’estudi del hardware necessari pel nostre projecte, el següent pas és dissenyar el software. Aquest software serà l’aplicació encarregada de controlar tot el maquinari que hem dissenyat anteriorment i rebrà el nom de DOMO HOGAR. Aquest estarà format per dos programes diferents, DOMO HOGAR SERVER i DOMO HOGAR TERMINAL, cadascun d’ells amb unes funcions específiques. DOMO HOGAR SERVER serà l’aplicació que residirà a l’ordinador central i que permetrà a l’administrador gestionar totes les parts de les que forma part el nostre sistema: dispositius, tasques, pre-condicions, etc... També des d’aquesta aplicació editarem el panell tàctil que mostrarem des dels diferents terminals de l’habitatge. Per últim, aquesta aplicació també s’encarregarà de resoldre les peticions que farem, tant de l’ordinador central com dels terminals, i gestionar les diferents sortides en funció de l’acció a realitzar. Paral•lelament ens trobarem l’aplicació DOMO HOGAR TERMINAL que residirà en cada un dels terminals que hi hagi a la casa. Aquesta aplicació s’inicialitzarà llegint la configuració del panell tàctil de la base de dades de l’aplicació servidor resident a l’ordinador central i reconstruint una rèplica d’aquest panell tàctil. Finalment des d’aquesta aplicació terminal podrem donar ordres que seran emmagatzemades a la llista de tasques pendents de l’ordinador central perquè les resolgui des de l’aplicació del servidor. DOMO HOGAR ha estat creat per facilitar i confortar la vida quotidiana de les persones agilitzant el nostre dia a dia i permetent-nos invertir el nostre temps en les coses realment importants.