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Biomedical subjects

F Molino

Publications and source records attributed to F Molino.

10 recordsLinked to original sources

Entropic phase separation in polymer-microemulsion networks.

We study theoretically a model system of a transient network of microemulsion droplets connected by telechelic polymers and explain recent experimental findings. Despite the absence of any specific interactions between either the droplets or polymer chains, we predict that as the number of polymers per drop is increased, the system undergoes a first-order phase separation into a dense, highly connected phase, in equilibrium with dilute droplets, decorated by polymer loops. The phase transition is purely entropic and is driven by the interplay between the translational entropy of the drops and the configurational entropy of the polymer connections between them. Because it is dominated by entropic effects, the phase behavior of the system is extremely robust and is independent of the detailed properties of either polymers or drops.

Emulsions↗

Clinical database. Structure, development strategies and expected clinical applications.

The paper provides the description of a data-base developed to include in a quite structured format most clinical data used for patient management in a hospital setting. The system was aimed at achieving a reasonable compromise between the significant but complex solutions the research offers and the real needs of medical practice. First of all, the paper defines the requirements for designing a computerized clinical database according to a patient-centered clinical approach. Then, it describes the structure of a prototype aimed at classifying clinical data as a hierachy and describing them according to a structural approach. Next, problems related to the management and upgrading of the system are identified and possible solutions described, with a particular emphasis or knowledge acquisition, refinement and specialization, and on problems related to the functional aspects required for clinical applications. Finally, some meaningful clinical applications are outlined, which use the computerized clinical database as the standard for knowledge organization and data sharing.

Database Management Systems↗

An electronic medical diary for computer assisted patient management.

The Electronic Medical Diary (EMD) is a tool for supporting the daily registration and storage of clinical events related to a specific patient. The collection of all patient-specific clinical data forms the patient database (PDB) which can be defined as a computer-based record able to replace the traditional paper record. The PDB is organized according to the clinical database (CDB), which is a structured terminology of most important clinical data, and may be connected with the many online tools (OLT) which can improve the flow of information within the hospital information system (HIS). In this paper we present the preliminary results of a project aimed at creating an EMD designed in accordance with the methodological model based on the problem-oriented approach. This EMD is patient-centered and each action it enables is related to at least one of the identified problems and one of the current diagnostic hypotheses. The permanent link of the EMD with the CDB is one of the most important features of the prototype here described. It allows the standardization of patients' data, their sharing among all operators involved, and a better organization of the patient management process.

Humans↗

Nonhomogeneous textures and banded flow in a soft cubic phase under shear.

We report evidence for two distinct strain-induced orientation transitions in a lyotropic bcc cubic crystal submitted to increasing shear rates. The crystal is built up from copolymer spherical micelles in a selective solvent. The distribution of orientations is characterized by x-ray diffraction: in the two oriented states, the dense <111> rows align along the flow, but they differ from each other in the orientations of the dense layers with respect to the shear plane. These orientation transitions have clear rheological signatures in the form of two stress plateaus each associated with the coexistence of two states of orientation. We compare this behavior with the well documented shear-induced orientation transition in wormlike micelles.

Journal Article↗

Validation of ICTERUS, a knowledge-based expert system for Jaundice diagnosis.

The study aimed to describe an example of the assessment and validation of knowledge-based clinical expert systems. The paper focuses on ICTERUS, an expert system for jaundice diagnosis. It describes system design, the methodology applied for upgrading and validating the program, and the most important outcomes of the validation procedure. The clinical validation of the system on a very large European database (Euricterus Project) shows that diagnostic conclusions are reliable in about 70% of eligible cases. This figure appears acceptable for a system which provides decision support only on the basis of clinical data, assuming that the final decision is achieved under user responsibility. Expected biases, limitations and inconsistencies in the practical application of the system are discussed.

Analysis of Variance↗

Computerized approach to active and objective quality control of patient care.

The paper describes a quality control program based on the principles of clinical methodology and indicators defined by physicians and hospital administrators according to general as well as local needs. The program is supported by a knowledge-based system which can be used in two ways: with on-line helps and hints to ensure effective and efficient medical decisions on a simulated patient for training purposes; and without facilities supporting the user to be used on an on-line setting for performance evaluation. The quality control program includes the evaluation of effectiveness and efficiency of patient care with respect to the overall process, single hypotheses and individual decisions: the evaluation regards the number and reliability of activated hypotheses, costs, time spent, number and appropriateness of investigations. The overall process is recursive, in that the results of each cycle are used by physicians to define new goals and indicants for the next cycle; quality control is active because physicians under evaluation are directly involved in the definition of goals and indicants and in the evaluation of results; evaluation is objective because indicants are predefined, and evaluation criteria are transparent.

Artificial Intelligence↗

Computer-aided diagnosis in jaundice: comparison of knowledge-based and probabilistic approaches.

The study reported in this paper is aimed at evaluating the effectiveness of a knowledge-based expert system (ICTERUS) in diagnosing jaundiced patients, compared with a statistical system based on probabilistic concepts (TRIAL). The performances of both systems have been evaluated using the same set of data in the same number of patients. Both systems are spin-off products of the European project Euricterus, an EC-COMAC-BME Project designed to document the occurrence and diagnostic value of clinical findings in the clinical presentation of jaundice in Europe, and have been developed as decision-making tools for the identification of the cause of jaundice based only on clinical information and routine investigations. Two groups of jaundiced patients were studied, including 500 (retrospective sample) and 100 (prospective sample) subjects, respectively. All patients were independently submitted to both decision-support tools. The input of both systems was the data set agreed within the Euricterus Project. The performances of both systems were evaluated with respect to the reference diagnoses provided by experts on the basis of the full clinical documentation. Results indicate that both systems are clinically reliable, although the diagnostic prediction provided by the knowledge-based approach is slightly better.

Artificial Intelligence↗

Computer assisted development of diagnostic expert systems. A domain-independent package (EMPTY) for acquisition and use of expert's medical knowledge.

The package EMPTY has been developed with the aim of providing a tool based on well assessed methodological principles which can support both the organisation and use of medical knowledge for diagnostic and educational purposes. EMPTY is domain-independent and results in two interactive programs: ASK guides the acquisition of medical knowledge and RUN supports medical decision-making and provides facilities for medical education. The knowledge bases developed on ASK have a standard formal structure: they include taxonomies, definitions and descriptions of diseases, clinical findings and investigations; production rules for activation and refinement of diagnostic hypotheses; frame-like profiles of diseases; and quantitative criteria for scoring the clinical evidence on the base of available data.

Computer-Assisted Instruction↗