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Introduction Implementation of Artificial Intelligence (AI) into medical imaging is much debated. Diagnostic Radiographers (DRs) and Radiation Therapists (RTTs) are at the forefront of this technological leap, thus an understanding of their views, in particular changes to their current roles, is key to safe, optimal implementation. Methods An online survey was designed, including themes: role changes, clinical priorities for AI, patient benefits, and education. It was distributed nationally in the Republic of Ireland via the national professional body, clinical management, and social media. Results 318 DRs and 77 RTTs participated. Priority areas for development included quality assurance, clinical audit, radiation dose optimisation, and improved workflow for DRs and treatment planning algorithm optimisation, clinical audit, and post processing for RTTs. There was resistance regarding AI use for patient facing roles and final image interpretation. 27.6% of DRs and 40.3% of RTTs currently use AI clinically and 46.1% of DRs and 41.2% of RTTs anticipate reduced staffing levels with AI. 64.9% of DRs and 70.6% of RTTs felt AI will be positive for patients, with the majority promoting AI regulation through national legislation. 86.1% of DRs and 94.0% of RTTs were favourable to AI implementation. Conclusion This research identifies priority AI development and implementation areas for DRs and RTTs. It thus highlights that DRs and RTTs should be involved in development of AI tools that would best support practice, and that clearly defined pathways for AI implementation into these key professions requires discussion so that optimum use and patient safety can ensue. Implications for practice Understanding opinions of AI has significant implications for practice, for ensuring optimal product development, implementation, and training, together with planning for potential DR and RTT role changes.

Interventional radiology is a rapidly evolving speciality with potential to deliver high patient radiation doses, as a result high standards of radiation safety practice are imperative. IR radiation safety practice must be considered before during and after procedures through appropriate patient consent, dose monitoring and patient follow-up. This questionnaire-based study surveyed fixed IR departments across Ireland and England to establish clinical practice in relation to radiation safety. Pre-procedure IR patient consent includes all radiation effects in 11% of cases. The patient skin dose surrogate parameter of Kerma to air at a reference point (Kar) is under-reported. Only 39% of respondents use a substantial radiation dose level and inform patients after these have been reached. Poor compliance with unambiguous, readily available best practice guidance was observed throughout highlighting patient communication, patient dose quantification and subsequent patient dose management concerns.

A horizontal straight-arm movement was used to determine the relationship between the physical stimulus continuum and the psychological continuum of kinesthetic extent of arm movement. A power function with an exponent of 1.075 best described this relationship. In addition, to classify extent of movement as belonging to either a prothetic or metathetic continuum, the category scale was derived. According to the functional criteria described by Stevens (1957), extent of movement was subserved by a metathetic process which would indicate that, for the present task, judgments were made through the use of positional cues rather than amplitude cues.

The effects of acute heart failure on lung mechanics and oxygen consumption ( V ˙ o 2 ) during normocarbic spontaneous ventilation were studied in 21 anesthetized pigs. Heart failure severe enough to double oxygen extraction (O2ex) was induced with intravenous esmolol boluses and infusion. Compared to normal, the inspiratory elastic work of breathing (Wel) increased from 335 ± 371 ( X ¯ ± S D ) to 559 ± 48 mm Hg·ml (p

The interobserver reliability for absolute cerebral-blood-flow-velocity measurements by colour and duplex Doppler sonography was tested in 32 neonates with a mean birth weight of 1489 (SD 644) g, and a gestational age of 29.9 (SD 3.5) weeks. Using standardized technique, two observers recorded on videotape, the Doppler spectrum of the anterior cerebral artery, the intracranial internal carotid artery and the middle cerebral artery. Peak systolic flow, end diastolic flow, mean flow velocity, resistive index and pulsatility index were computed from 3 consecutive waveforms by each observer. The estimates of interobserver reliability using the intraclass correlation coefficient of the examiners varied from 0.95 to 1.00. Therefore, cerebral blood flow velocity can be reliably measured in premature infants.

Major advances are occurring in the field of computer science that have placed us at the threshold of a significant revolution in the management and application of clinical data. These advances will have a profound effect on the practice of pharmacy and are occurring at a time when many hospital pharmacies are deciding whether to enhance or replace their current systems. To best position your department for the future, it is essential that you are knowledgeable of the advances being made, have a vision for how they will affect your practice, and undergo a well-organized and thorough selection process.

The design of institutional medication use programs that are effective and meet regulatory and accreditation standards is becoming increasingly dependent upon a thorough understanding of the principles and applications of continuous quality improvement (CQI) and total quality management (TQM). Both the Joint Commission on Accreditation of Healthcare Organizations and the federal government have recently begun to make significant attempts to transform our existing quality assurance programs into indicator-based quality improvement management systems that are based on the principles of CQI and TQM. The article outlines and illustrates an effective approach for developing and implementing a comprehensive CQI/TQM program for medication use monitoring.

The financial, entrepreneurial, administrative, and legal forces acting within the home care arena make it difficult for clinicians to develop and operate home care initiatives within an academic setting. HomeMed is a clinician-initiated and -directed home care delivery system wholly owned by the University of Michigan. The advantages of a clinician-directed system include: Assurance that clinical and patient-based factors are the primary determinants of strategic and procedural decisions; Responsiveness of the system to clinician needs; Maintenance of an important role for the referring physician in home care; Economical clinical research by facilitation of protocol therapy in ambulatory and home settings; Reduction of lengths of hospital stays through clinician initiatives; Incorporation of outcome analysis and other research programs into the mission of the system; Clinician commitment to success of the system; and Clinician input on revenue use. Potential disadvantages of a clinician-based system include: Entrepreneurial, financial, and legal naivete; Disconnection from institutional administrative and data management resources; and Inadequate clinician interest and commitment. The University of Michigan HomeMed experience demonstrates a model of clinician-initiated and -directed home care delivery that has been innovative, profitable, and clinically excellent, has engendered broad physician, nurse, pharmacist, and social worker enthusiasm, and has supported individual investigator clinical protocols as well as broad outcomes research initiatives. It is concluded that a clinician-initiated and -directed home care program is feasible and effective, and in some settings may be optimal.

The impact of the increased proportion of women in pharmacy is discussed, and two leadership positions for which part-time work schedules were implemented are described. Issues associated with the increased representation of women include pharmacist shortages, loss of future leaders, decreased staff productivity related to inadequate day-care services, and a reduced earning potential of pharmacists. Many of these problems can be addressed by altering benefit packages and work schedules to enable employees to raise children while continuing to work. Specific strategies include legislation, day-care programs, flex time and flex scheduling, telecommuting, and the creation of alternative work schedules or permanent part-time positions. At the University of Michigan, a part-time position that combines faculty and clinical responsibilities has been in place since 1988. At The Washington Hospital Center, one of the three assistant director of pharmacy positions is part-time. The women in both positions have met or exceeded job performance requirements while raising a family. Issues raised by the increasing number of female pharmacists must be addressed by the profession. Part-time work schedules are one strategy for enabling female pharmacists to meet both their family and career responsibilities.

The effect of an educational program for pharmacists that included instructions for handling nonformulary drug requests and determining suitable formulary alternatives for frequently prescribed nonformulary drug requests was measured. Results indicate a significant increase in the number of appropriate nonformulary drug dispensings when the postintervention phase was compared with the preintervention phase. Other values, including the financial impact per nonformulary drug request, did not differ significantly between the two phases. Since all nonformulary drug requests require pharmacist time, a more cost-effective nonformulary drug policy might focus the pharmacist's efforts on nonformulary drug products that are more costly than their formulary alternatives.

Mouse LA9 antimycin-resistant mutants (ANT-R) were isolated and characterized. Genetic analyses established that this phenotype is encoded within the mtDNA: (1) the ANT-R phenotype showed frequent mitotic segregation and reassortment in hybrid clonal lines; (2) it was transmitted directly in cybrid crosses; and (3) it was cotransmitted in cybrid crosses with the mitochondrial CAP-R marker. Furthermore, the genetic studies suggested that the LA9 CAP-R ANT-R cells were heteroplasmic and contained at least two mtDNA genotypes, cap-r ant-s and cap-s ant-r. Cellular respiration of the ANT-R mutant was markedly more resistant to inhibition by antimycin than that of the parental ANT-S cells. The increased resistance of cellular respiration was entirely accounted for by an increase in the resistance of mitochondrial succinate-cytochrome c oxidoreductase to antimycin inhibition. There was no detectable change in the specific activity of the oxidoreductase in mitochondria of resistant ANT-R cells nor in the sensitivity of the complex to three other specific inhibitors of the complex: TTFA, myxothiazol, and HQNO. Taken together, these studies indicate that the ANT-R phenotype is most likely encoded within the mitochondrial cytochrome b gene and, more specifically, within an antimycin binding domain.

Summary (1) The value of and the applications for the augmented histamine test are discussed. Proposals are put forth in reference to the nomenclature of gastric acid and the interpretation of the augmented histamine test for routine clinical purposes. (2) The results of the augmented histamine test in 14 patients with proven gastric ulcer and in 68 subjects with proven duodenal ulcer are presented. The mean acid outputs of men with gastric ulcer (all sites) for basal and histamine-stimulated secretion were about one-half that of men with duodenal ulcer. These differences were significant, statistically. (3) Duodenal ulcer patients with complications had a significantly higher maximal acid output to histamine than those without complication. The finding of a maximal acid output greater than 40 mEq/hr is highly suggestive of the presence or the imminence of a complication. (4) We prefer the use of the augmented histamine test as a routine gastric analysis procedure, since it is a quantitative test and, as such, gives reproducible acid output in the same individual, provides an estimate of the parietal cell mass, and gives a positive lead to the diagnosis of Zollinger-Ellison syndrome.

The development and implementation of a quality-assurance (QA) program for a pharmacy-based investigational-drug service are described. The objective of the QA program was to assess the quality of the activities in the areas of drug acquisition, inventory control, availability of drug data sheets and dispensing guidelines, provision of a quarterly drug accountability report, and documentation of drug dispensing to patients and decentralized pharmacy areas. The audit criteria were based on hospital policies and procedures and federal regulations for the handling of investigational drugs. Audits of four randomly selected protocols are conducted quarterly by a pharmacist who is not affiliated with the investigational drug service. The results of the first two audits have identified several areas for improvement, including the need for additional pharmacy staff education regarding study protocols, the importance of maintaining complete and accurate drug accountability records by decentralized pharmacists, and the need to provide a centralized source of study protocol information. The QA program has enabled the investigational-drug service to establish and enforce the policies and procedures for the appropriate handling of investigational drugs in this institution.

Nurses' attitudes toward the quality of pharmaceutical services were assessed before and after the implementation of decentralized pharmaceutical services at a tertiary-care teaching hospital complex. The same multiple-choice questionnaire was distributed to nurses at the University of Michigan Hospitals 18 months before decentralized services were implemented (November 1982) and again after two satellite pharmacies had been established and a clinical pharmacist had begun providing first-dose dispensing services using a movable medication cart (March 1985). The questionnaire measured nurses' satisfaction with aspects of pharmaceutical services most likely to be affected by decentralization of services (e.g., number of missing medications, accessibility of pharmacists). Nurses' overall satisfaction with pharmaceutical services increased only slightly after services were decentralized. Significant positive changes in nurses' satisfaction occurred in areas served by the satellite pharmacies and the clinical pharmacist; no significant change s in satisfaction occurred in the other areas. Nurses' perceptions of increased helpfulness of pharmacy personnel were a better predictor of increased satisfaction than were changes in the number of missing medications, waiting time for medication delivery, or number of incorrectly dispensed medications. Respondents remained anonymous; therefore, changes in personnel, rather than changed opinions of nurses, may account for the differences in responses between 1982 and 1985. Nurses' attitudes toward pharmaceutical services improved in areas of the hospital served by satellite pharmacies or by a clinical pharmacist using a movable medication cart.(ABSTRACT TRUNCATED AT 250 WORDS)

The development, implementation, and operation of a pharmacy-based investigational drug service (IDS) at a university medical center are described. Before the IDS was established, pharmacy participation in investigational drug research was limited to the preparation of novel dosage forms. Medication errors, improper storage and labeling, and inadequate inventories of investigational drugs were common problems. Stepped-up enforcement by FDA and the National Cancer Institute (NCI) of guidelines for investigational drug control prompted the formation of a multidisciplinary task force, which recommended that the department of pharmaceutical services expand its support of investigational drug studies to include inventory control, record keeping, and clinical services. The IDS is supported by both the hospital and the school of medicine and currently receives 36% of its funding from principal investigator grants and contracts. The IDS coordinates more than 100 study protocols and dispenses more than 4000 doses of investigational drugs annually. The IDS is staffed by 1.0 full-time equivalent (FTE) clinical pharmacist and 0.5 FTE technician. Inventory control and billing functions are performed by a departmental microcomputer system. The IDS has demonstrated a positive gross margin for each of its first two years of operation. Problems associated with the control and use of investigational drugs at this institution have been successfully corrected by the implementation of a pharmacy-based IDS.

90 unselected Ss were assigned to a 2 × 3 (Request for Honesty × Suggestibility Instruction) factorial design to test the hypothesis that hypnotic Ss would show pronounced impairment of reality testing by expressing a degree of conviction substantially out of phase with their objective performance. Barber's operational model of hypnosis was adopted to test the prediction on an unusually distinctive auditory comprehension task. The 2 interdependent measures, confidence and accuracy, were highly positively related indicating that, generally speaking, hypnotic Ss performed adaptively, as did task motivated and control Ss. Results for the difficult aspects of the task were most distinctive. Here, degree of confidence about behavior as expressed by Ss who performed well on the suggestibility tests was relatively greater than the confidence expressed by those who performed poorly; further, hypnotic Ss were distinctively willing to respond on the least intelligible parts of the task. The inconsistent na...