摘要:
A computer implemented method, system, and/or computer program product create a suggested diagnostic test selection. A description of a current patient includes a current medical complaint, medical history, and physical examination result for the current patient. A cohort for the current patient is made up of persons who have a substantially similar medical complaint, medical history, and physical examination result as the current patient. Past diagnostic test sets used to make correct medical diagnoses for persons in the cohort are identified and stored in a cohort diagnostic test database. The past diagnostic test sets are sorted based on increasing levels of detrimental effects posed by each of the past diagnostic test sets. The sorted diagnostic test sets are then presented to a health care provider for the current patient.
摘要:
A computer implemented method, apparatus, and computer program product for modifying neuropsychiatric treatment plans based on efficacy of treatment. A current treatment plan comprising a first set of therapies to treat a set of neuropsychiatric conditions and portions of the medical literature associated with the set of neuropsychiatric conditions is retrieved. A set of brain scans of the patient is analyzed to determine a set of changes over time associated with the set of neuropsychiatric conditions. The portions of the medical literature and the set of changes are analyzed to determine a patient rate of response to the treatment plan. If the patient rate of response falls below a threshold expected rate, a set of alternative treatments for the patient is identified. A modified treatment plan is generated using the set of alternative treatments.
摘要:
A method, system, and computer program product for parallelization of updating synthetic events with genetic surprisal data comprising dividing the synthetic event into cohort parts and assigning the cohort parts to one of a plurality of computer processing elements. Within each processing element: searching data records of patients for genetic surprisal data; generating a cluster comprising a centroid by populating the cluster based on all of the matches of the data records; calculating a new centroid for each cluster; calculating a Euclidean distance in multiple dimensions for each match of data records to the new centroid for each cluster; reassigning each match of data to the new centroid of each cluster based on the shortest calculated Euclidean distance to the new centroid for each cluster; and determining at least one cohort part from the clusters and recombining the cohort parts into updated synthetic events based on the metadata.
摘要:
A method, computer product, and computer system of reducing an amount of data representing a genetic sequence of an organism, comprising: a computer comparing nucleotides of the genetic sequence of the organism to nucleotides from a reference genome, to find differences where nucleotides of the genetic sequence of the organism which are different from the nucleotides of the reference genome; the computer using the differences to create and store surprisal data in a repository, the surprisal data comprising a starting location of the differences within the reference genome, and the nucleotides from the genetic sequence of the organism which are different from the nucleotides of the reference genome, discarding sequences of nucleotides that are the same in the genetic sequence of the organism and the reference genome.
摘要:
A computer implemented method, apparatus, and computer program product for generating deportment and comportment cohorts. Digital sensor data associated with an individual is received. The digital sensor data comprises event metadata describing a set of events associated with the individual. The set of events comprises at least one of body language, facial expressions, vocalizations, and social interactions of the individual. In response to determining description data for the individual is available, the description data is retrieved. The description data comprises at least one of identification information, past history information, and current status information for the individual. A set of conduct analysis models based on the event metadata and the available description data is selected. The set of conduct analysis models process the event metadata describing the set of events associated with the individual to identify and interpret the set of events. The event metadata and the description data is analyzed in the set of conduct analysis models to form a deportment and comportment cohort. The deportment and comportment cohort comprises attributes identifying a demeanor and manner of the individual.
摘要:
A computer implemented method optimizes a configuration of an information technology (IT) infrastructure. A processor establishes a technology rule set, which defines technology weights of an IT infrastructure by mapping capabilities of IT infrastructure components to IT infrastructure attributes needed to execute a specific workload. A candidate IT infrastructure for executing the specific workload is then configured. The processor then receives responses, provided by a customer, to an attribute questionnaire. Each question in the attribute questionnaire is mapped to an IT infrastructure attribute of the candidate IT infrastructure, and the responses define a customer's level of agreement/disagreement with the technology weights. In response to the processor determining that the candidate IT infrastructure fails to meet the customer's expectations, the candidate IT infrastructure is reconfigured until the customer's expectations are met.
摘要:
A computer implemented method for inferring a probability of a first inference absent from a database at which a query regarding the inference is received. Each datum of the database is conformed to the dimensions of the database. Each datum of the plurality of data has associated metadata and an associated key. The associated metadata includes data regarding cohorts associated with the corresponding datum, data regarding hierarchies associated with the corresponding datum, data regarding a corresponding source of the datum, and data regarding probabilities associated with integrity, reliability, and importance of each associated datum. The query is used as a frame of reference for the search. The database returns a probability of the correctness of the first inference based on the query and on the data.
摘要:
Illustrative embodiments provide a computer implemented method, a data processing system, and a computer program product for adjusting cooling settings. The computer implemented method comprises analyzing a set of instructions of an application to determine a number of degrees by which a set of instructions will raise a temperature of at least one processor core. The computer implemented method further calculates a cooling setting for at least one cooling system for the at least one processor core. The computer implemented method adjusts the at least one cooling system based on the cooling setting. The step of analyzing the set of instructions is performed before the set of instructions is executed on the at least one processor core. The step of adjusting the at least one cooling system is performed before the set of instructions is executed on the at least one processor core.
摘要:
A computer-implemented method, system and program product for creating a physical information environment for a specific industry type are presented. A candidate industry type is selected to describe a customer's operations. A set of information environment components, which is modeled and simulated in software and is specific for the candidate industry type, is selected. Inherent constraints, from the candidate industry type and the set of information environment components, are identified. The set of information environment components are then recursively optimized in order to comply with the inherent constraints and to meet the specific information environment requirements. Based on optimized information environment components, construction of a information environment is simulated in order to define an architecture of a simulated information environment for the candidate industry type. A physical information environment that comports with the architecture of the optimally simulated information environment is then constructed and deployed.
摘要:
A computer implemented method, apparatus, and computer program product for analyzing neurological images. A set of brain scans for a patient is compared to a set of baseline control scans to automatically identify regions of interest in the set of patient scans. A region of interest is an area in a scan that shows an indication of a potential abnormality. A set of electronic medical literature sources is searched for medical literature relevant to the regions of interest in the set of patient scans. The relevant medical literature is correlated to the medical literature describing the regions of interest in the set of patient scans to the regions of interest in the set of patient scans. A result is generated. The result comprises the regions of interest and a set of links to the correlated portions of the relevant medical literature are outputted.