Artificial intelligence in the fertility clinic: status, pitfalls and possibilities.

In recent years, the amount of data produced in the field of ART has increased exponentially. The diversity of data is large, ranging from videos to tabular data. At the same time, artificial intelligence (AI) is progressively used in medical practice and may become a promising tool to improve success rates with ART. AI models may compensate for the lack of objectivity in several critical procedures in fertility clinics, especially embryo and sperm assessments. Various models have been developed, and even though several of them show promising performance, there are still many challenges to overcome. In this review, we present recent research on AI in the context of ART. We discuss the strengths and weaknesses of the presented methods, especially regarding clinical relevance. We also address the pitfalls hampering successful use of AI in the clinic and discuss future possibilities and important aspects to make AI truly useful for ART.

Technological and Clinical Challenges in Lead Placement for Cardiac Rhythm Management Devices.

Cardiac disease is a leading cause of death worldwide. Disturbance in the conduction system of the heart may trigger or aggravate heart dysfunction, affecting the efficiency of the heart, and lead to heart failure or cardiac arrest. Patients may require implantable cardiac rhythm management devices (ICRMDs) to maintain or restore the heart rhythm. ICRMDs have undergone important improvements, yet limitations still exist, presenting important technological challenges. Most ICRMDs consist of a subcutaneous control unit and intracardiac electrodes. The leads, which connect the electrodes to the control unit, are usually placed transvenously through the subclavian veins. Various locations inside the heart are used for placement of electrodes, depending on the specific condition. Some of the limitations to effective pacemaker therapy are associated with placement and location of the leads. Various approaches have been developed to overcome these challenges, such as multi-site pacing and leadless solutions. This paper aims to review the state of the art for the selection of placement sites for pacemakers, implantable cardioverter defibrillator (ICD) and cardiac resynchronization therapy devices (CRT) devices and discuss potential technological advancements to improve the results of ICRMD-therapy including development av leadless technology.

Myocardial tissue CO2 tension detects coronary blood flow reduction after coronary artery bypass in real-time†.

BACKGROUND: Coronary stenosis after coronary artery bypass grafting (CABG) may lead to myocardial ischaemia and is clinically difficult to diagnose. In a CABG model, we aimed at defining variables that detect hypoperfusion in real-time and correlate with impaired regional ventricular function by monitoring myocardial tissue metabolism. METHODS: Off-pump CABG was performed in 10 pigs. Graft blood flow was reduced in 18 min intervals to 75, 50, and 25% of baseline flow with reperfusion between each flow reduction. Myocardial tissue Pco2 (Pt(CO2)), Po2, pH, glucose, lactate, and glycerol from the graft supplied region and a control region were obtained. Regional cardiac function was assessed as radial strain. RESULTS: In comparison with baseline, myocardial pH decreased during 75, 50, and 25% flow reduction (-0.15; -0.22; -0.37, respectively, all P<0.05) whereas Pt(CO2) increased (+4.6 kPa; +7.8 kPa; +12.9 kPa, respectively, all P<0.05). pH and Pt(CO2) returned to baseline upon reperfusion. Lactate and glycerol increased flow-dependently, while glucose decreased. Regional ventricular contractile function declined significantly. All measured variables remained normal in the control region. Pt(CO2) correlated strongly with tissue lactate, pH, and contractile function (R=0.86, R=-0.91, R=-0.70, respectively, all P<0.001). New conductometric Pt(CO2) sensors were in agreement with established fibre-optic probes. Cardiac output was not altered. CONCLUSIONS: Myocardial pH and Pt(CO2) monitoring can quantify the degree of regional tissue hypoperfusion in real-time and correlated well with cellular metabolism and contractile function, whereas cardiac output did not. New robust conductometric Pt(CO2) sensors have the potential to serve as a clinical cardiac monitoring tool during surgery and postoperatively.

MO-D-211-01: Medical Physics Practice Guidelines - The Minimum Level of Medical Physics Support in Clinical Practice Settings.

The American Association of Physicists in Medicine (AAPM) has long advocated a consistent level of medical physics practice, and has published many guidelines and position statements toward that goal, such as Science Council Task Group reports related to calibration and quality assurance, Education Council and Professional Council Task Group reports related to education, training, and peer review, and Board-approved Position Statements related to the Scope of Practice, physicist qualifications, and other aspects of medical physicspractice. Despite these concerted and enduring efforts, the profession does not have a clear and concise statement of the acceptable practice guidelines for routine clinical medical physics. As accreditation of clinical practices becomes more common, Medical Physics Practice Guidelines (MPPGs) will be crucial to ensuring a consistent benchmark for accreditation programs. The AAPM will lead the development of MPPGs in collaboration with other professional societies. The MPPGs will be freely available to the general public. Accrediting organizations, regulatory agencies and legislators will be encouraged to reference these MPPGs when defining their respective requirements. MPPGs are intended to provide the medical community with a clear description of the minimum level of medical physics support that the AAPM would consider to be prudent in all clinical practice settings. Support includes but is not limited to staffing, equipment, machine access, and training. These MPPGs are not designed to replace extensive Task Group reports or review articles, but rather to describe the recommended minimum level of medical physics support for specific clinical services. This course will describe the purpose and scope of MPPGs, the procedure for the development of a MPPG, as well as the progress of Therapy MPPG TG #1 on "Evaluation and quality assurance of x-ray based image guided radiotherapy systems" and Diagnostic MPPG TG #2 on "CT Protocol management and review". LEARNING OBJECTIVES: 1. Understand the concept and scope of MPPG from the AAPM 2. Understand the benefits and process of the development of MPPG by the AAPM 3. Understand the goals and methodology of the Therapy MPPG Task Group #14. 4. Understand the strategic plans from Professional Council towards the AAPM initiatives.

Diffuse reflectance spectroscopy: Systemic and microvascular oxygen saturation is linearly correlated and hypoxia leads to increased spatial heterogeneity of microvascular saturation.

The microvascular oxygen saturation (SmvO(2)) in the skin and tongue (sublingual mucosa) in pigs (n=6) was characterised using diffuse reflectance spectroscopy (DRS). The correlation between arterial oxygen saturation (SaO(2)) and SmvO(2) as well as the spatial heterogeneity of SmvO(2) was examined during hypoxia. DRS uses shallow-penetrating visible light to assess microvascular oxygen saturation (SmvO(2)) in superficial tissue. Hypoxia was induced by gradual reduction in ventilation or reduction of the inspiratory oxygen fraction. The spatial heterogeneity of SmvO(2) was expressed as the coefficient of variation (CV) of repeated SmvO(2) measurements. Baseline SmvO(2) before interventions was 20.2% (10.3%-38.1%, median with range) in groin skin, 32.9% (13.0%-49.3%) in the ear and 42.2% (32.1%-51.5%) in the tongue. SmvO(2) in the groin was significantly lower than venous oxygen saturation (SvO(2)) (p<0.05) and SmvO(2) in the tongue (p=0.03). There was a significant linear correlation between SaO(2) and SmvO(2) in all measuring sites for both interventions (p<0.05). Similarly there was a significant correlation between CV of repeated SmvO(2) measurements and SmvO(2) in all measuring sites for both interventions (p<0.01). The results from baseline measurements indicate a surprisingly high oxygen extraction in the measurement volume of DRS, especially in the groin skin. A reduction of SmvO(2) with decreasing SaO(2) was found and additionally the results suggest that spatial heterogeneity of microvascular oxygen saturation increases during hypoxia. Microvascular disturbances have been demonstrated in both local vascular diseases and systemic conditions such as shock and sepsis, an assessment of microvascular oxygen saturation using DRS may be useful in the monitoring of the microcirculation in such patients. This study is a part of an ongoing characterization of the DRS technique.

Assessments of skin and tongue microcirculation reveals major changes in porcine sepsis.

AIM: To examine the relation between central hemodynamics, clinical severity and microvascular findings in tongue and skin during sepsis. MATERIALS AND METHODS: Skin and tongue microcirculation was examined using laser Doppler and video microscopy techniques before and 200 min after inducing sepsis in pigs (n=6) by inactivated Neisseria meningitides and in two control animals. RESULTS: All infected pigs developed clinical signs of sepsis. Pericapillary bleedings developed in the tongue in the two pigs with the most severe disease. Capillary density increased in the groin skin in infected pigs after 200 min as compared to baseline (P<0·02). In the same period, mean capillary flow velocity was reduced in groin skin and tongue in septic pigs (P<0·02). At 200 min a fraction of capillaries had developed 'no flow' or 'brisk flow', patterns hardly seen at baseline. Laser Doppler perfusion was reduced in ear and tongue after 200 min (P<0·02 for both). The described pathology was more pronounced in the pigs with the most severe sepsis. CONCLUSION: Capillary bleedings may be used as an early indication of severe sepsis. Examination of skin and tongue microcirculations may be used to characterize severity of sepsis and possibly to assess effect of treatment.

Detection of myocardial ischaemia by epicardial accelerometers in the pig.

BACKGROUND: We describe a novel technique for continuous real-time assessment of myocardial ischaemia using a three-axis accelerometer. METHODS: In 14 anaesthetized open-chest pigs, two accelerometers were sutured on the left ventricle (LV) surface in the perfusion areas of the left anterior descending (LAD) and circumflex (CX) arteries. Acceleration was measured in the longitudinal, circumferential, and radial directions, and the corresponding epicardial velocities were calculated. Regional LV dysfunction was induced by LAD occlusion for 60 s. Global LV function was altered by nitroprusside, epinephrine, esmolol, and fluid loading. Epicardial velocities were compared with strain by echocardiography during LAD occlusion and with aortic flow and LV dP/dt(max) during interventions on global LV function. RESULTS: LAD occlusion induced ischaemia, shown by lengthening in systolic strain in the LV apical anterior region (P<0.01) and concurrent changes in LAD accelerometer circumferential velocities during systole (P<0.01) and during the isovolumic relaxation phase (P<0.01). The changes in accelerometer circumferential velocities during LAD occlusion were greater compared with the changes during the interventions on global function (P<0.01). For the LAD accelerometer circumferential velocities, sensitivity was 94-100% and specificity was 92-94% in detecting ischaemia. CONCLUSIONS: Myocardial ischaemia can be detected with epicardial three-axis accelerometers. The accelerometer had the ability to distinguish ischaemia from interventions altering global myocardial function. This novel technique may be used for continuous real-time monitoring of myocardial ischaemia during and after cardiac surgery.

Spondyloarthritis: a strong predictor of early coronary artery bypass grafting.

OBJECTIVES: The main aim of the study was to examine whether patients with spondyloarthritides underwent their first coronary artery bypass grafting (CABG) at a younger age than those without spondyloarthritides. METHODS: Patients who underwent their first CABG at the Feiring Heart Clinic during 2001-2005 were preoperatively screened for spondyloarthritides, and the cardiological assessment was registered. We compared the characteristics of patients with and without spondyloarthritides. RESULTS: Of the 3852 patients undergoing their first CABG, 30 (0.78%) had spondyloarthritides. No statistically significant differences in traditional cardiovascular risk factors were found. The mean ages of patients with and without spondyloarthritides were 60.1 (SD = 8.7) and 66.9 (SD = 10.1) years, respectively. Spondyloarthritis was found by multivariate analysis to be a stronger independent predictor of early CABG than traditional cardiovascular risk factors [adjusted beta -6.2, p<0.001, 95% confidence interval (CI) -9.5 to -2.8]. Sixty per cent of spondyloarthritis patients and 52% of control patients had already suffered a myocardial infarction (p = 0.4). CONCLUSION: Spondyloarthritis was a stronger predictor of early CABG than most of the registered traditional cardiovascular risk factors. The prevalence of spondyloarthritis seemed to be higher in the CABG population than in the general population. These findings may indicate accelerated coronary artery disease (CAD) in spondyloarthritides.

Continuous cardiac output during off-pump coronary artery bypass surgery: pulse-contour analyses vs pulmonary artery thermodilution.

BACKGROUND: No gold standard method exists for monitoring continuous cardiac output (CO). In this study, the agreement between the two most frequently used methods, PiCCO pulse-contour analysis (PCCO) and STAT pulmonary artery thermodilution (STAT-CO), was assessed during multiple-vessel off-pump coronary artery bypass (OPCAB) surgery. METHODS: Thirty patients were enrolled in the study. Two time periods were defined during surgery; Period 1 included positioning of the heart and stabilizer device and Period 2 included the coronary occlusion. Measurements were obtained every minute during both periods. The agreement for the continuous CO and the change in CO (DeltaCO) was estimated using the Bland-Altman method. RESULTS: Significant changes in mean arterial pressure (DeltaMAP), central venous saturation, PCCO and STAT-CO were seen only during Period 1. DeltaMAP correlated only with changes in PCCO, (P < 0.001, r = 0.60). The mean difference (2sd) between PCCO and STAT-CO ranged from - 0.29 (1.82) to - 0.71 (2.57) litre min(-1), and the percentage error varied from 32 to 50%. For the CO measurements, the limits of agreements did not differ between Period 1 and Period 2. In contrast, for the DeltaCO measurements, the limits of agreements were wider in Period 1 than in the more haemodynamically stable Period 2. CONCLUSIONS: CCO and STAT-CO show large discrepancies in CO during OPCAB surgery. Clinically acceptable agreement was seen only for trends in CO during haemodynamically stable periods.

Agreement between PiCCO pulse-contour analysis, pulmonal artery thermodilution and transthoracic thermodilution during off-pump coronary artery by-pass surgery.

BACKGROUND: Haemodynamic instability during off-pump coronary artery bypass surgery (OPCAB) may appear rapidly, and continuous monitoring of the cardiac index (CI) during the procedure is advisable. With the PiCCO monitor, CI can be measured continuously and almost real time with pulse-contour analysis and intermittently with transthoracic thermodilution. The agreement between pulmonal artery thermodilution CI (Tpa), transthoracic thermodilution CI (Tpc) and pulse-contour CI (PCCI) during OPCAB surgery has not been evaluated sufficiently. METHODS: In 30 patients scheduled for OPCAB surgery, a pulmonary artery catheter and a PiCCO catheter were inserted. At different time points during surgery, Tpa, Tpc and PCCI were compared. Measurements were performed after induction of anesthesia (T1), after pericardiothomy (T2), after grafting on the anterior (T3), posterior (T4) and lateral (T5) walls and after chest closure (T6). The PCCI was recalibrated at time point T2-T6. RESULTS: Mean difference and the limits of agreements (percentage error) between Tpa and Tpc were: -0.14 +/- 0.60 (22.0%) l/min/m2, between Tpa and PCCI: -0.07 +/- 0.92 (33.5%) l/min/m2 and between Tpc and PCCI: 0.10 +/- 1.00 (35.5%) l/min/m2. For changes in CI from one time point to the next (DeltaCI), the limits of agreements between DeltaCI Tpa and DeltaCI Tpc were 0.04 +/- 0.90 l/min/m2, between DeltaCI Tpa and DeltaCI PCCI: -0.02 +/- 1.22 l/min/m2 and between DeltaCI Tpc and DeltaCI PCCI: -0.08 +/- 1.32 l/min/m2. CONCLUSION: In OPCAB surgery, limits of agreement comparing thermodilution methods were smaller than comparing PCCI with thermodilution. Recalibration of PCCI is therefore advisable.

[Does teleradiography in primary health care reduce costs? An analysis based on utilization of radiographic examination in the municipality of Alta]. / Er teleradiologie i primaerhelsetjenesten kostnadsbesparende? En analyse basert på bruk av røntgenundersøkelser i Alta kommune.

In a remote community in Norway all patients who had radiological examination in 1993 were identified. Based on data from a sample of these patients, the costs to society of three options were calculated: i) the existing system: simple fracture diagnostics at the remote site, all other examinations at the nearest hospital; ii) teleradiology: most examinations at the remote site; iii) all examinations at the nearest hospital. Excluding costs common to the three options, the estimated annual cost was NOK 915,000 for the existing system, NOK 1235,000 for the teleradiology option and NOK 1170,000 for the "all-at-hospital"-option. Teleradiology services to remote primary health care do not appear to save costs. However, teleradiology may be justified on the grounds that it increases equity of access to care as well as the quality of health care in remote communities.

An accurate method for localization of the boost volume in breast radiotherapy.

Patients with early stage breast cancer who are treated with adjuvant radiotherapy post-lumpectomy often receive a tumor bed boost with electrons. The tissue considered at high risk of local recurrence is defined from the surgical scar to the deepest portion of the tumor bed, which is ideally marked with radiopaque surgical clips. To adequately treat this tissue, one must superimpose the scar, surgical path and clips within the beam and choose an appropriate electron energy based on the deepest clip depth, while sparing low risk and cosmetically important tissues. Clip localization is therefore emphasized in the literature; however, published procedures do not adequately address how to meet all of the above goals. Additionally, CT planning alone cannot assess optimal coverage of tissue outside of the transverse plane, nor guarantee visualization of all clips. We have devised a method of boost planning based on localization of the surgical clips which may be accomplished in a single simulation session, utilizing two sets of orthogonal films, radiopaque skin surface markers, and FSD readings. Our procedure meets all of the above goals, is applicable to any field orientation that can be simulated, and can provide useful information for alternative techniques.

Post-operative epidural analgesia with low dose fentanyl, adrenaline and bupivacaine in children after major orthopaedic surgery. A prospective evaluation of efficacy and side effects.

The efficacy and side effects of 100 lumbar epidural treatments with low concentrations of bupivacaine (1 mg mL-1), fentanyl (2 micrograms mL-1) and adrenaline (2 micrograms mL-1) combined with rectal paracetamol were prospectively evaluated in children aged 4-14 years after femoral osteotomy. The mean treatment time was 43 h and the mean dose was 0.18 mL kg-1 h-1. Ninety-nine per cent of the children were either without pain or experienced very low pain at rest for at least 80% of the treatment time. The same was the case in 80% of children when pain evaluation was made on active movement. No cases of seizures, signs of catheter migration, hypotension or respiratory depression were observed. Sixty-three per cent of the patients experienced nausea or vomiting, but antiemetic treatment was indicated in only 11%. One epidural treatment had to be stopped in a child who did not respond to antiemetics. The incidence of pruritus was high (49%), but the symptoms were mild and limited.

Radiology services for remote communities: cost minimisation study of telemedicine.

OBJECTIVES: To determine the social costs of providing a rural population with radiology services under three different systems: the existing system (a small x ray unit at the remote site and all other examinations at the nearest radiology department (the host site)); a teleradiology system (most examinations at the remote site and more advanced examinations at the host site); and all examinations at the host site. DESIGN: Cost minimisation study. SETTING: Primary health care in a remote community in Norway. SUBJECTS: A randomly selected sample (n = 597) of all patients (n = 1793) having radiological examinations in 1993. MAIN OUTCOME MEASURES: Annual direct medical costs, direct non-medical (travel) costs, and indirect costs (lost production) of the three options. RESULTS: After exclusion of costs common to the three systems the direct medical, direct non-medical, and indirect costs of the three options were, respectively, 9000 pounds, 51,000 pounds, and 31,500 pounds (total 91,500 pounds) for the existing system; 108,000 pounds, 2,000 pounds, and 13,500 pounds (total 123,500 pounds) for the teleradiology option; and 0 pounds, 75,000 pounds, and 42,000 pounds (117,000 pounds in total) for the "all at host" option. Sensitivity analyses indicated that the existing system is the least costly option except when lost leisure is valued as highly as lost production. CONCLUSION: The teleradiology option did not seem to be cost saving in the study community. Such systems, however, may be justified on the grounds of equity of access and quality of care.

[Accidental administration of 50 mg racemic adrenaline to a 2-year-old boy]. / Feiladministrering av 50 mg racemisk adrenalin hos en to år gammel gutt.

A two-year-old boy received by mistake 50 mg racemic adrenaline intravenously, corresponding to 1.8 mg kg-1 of L-adrenaline. Blood pressure increased to 160/105 mm Hg, heart rate to 160 beats min-1 and pulmonary oedema developed over the next two hours. He was treated with nitroprusside, nitroglycerine and digitoxin, and was intubated and ventilated. After three hours a hypotensive phase occurred, probably due to down-regulation of the beta- and alpha-adrenoceptors. This recessitated infusions of very high concentrations of catecholamines for 72 hours. Renal failure recessitated renal transplantation, after which the child made an uneventful recovery.

[Malignant hyperthermia--still a current and dangerous problem]. / Malign hypertermi--fremdeles aktuell og farlig.

Malignant hyperthermia is a potentially fatal condition inducible by volatile anaesthetics and/or suxamethonium in genetically susceptible individuals. A disturbed calcium homeostasis in skeletal muscle (possibly in the ryanodin receptor) results in elevated myoplasmatic calcium. The latter causes muscle contraction and a hypermetabolic state, clinically observed as rigidity, fever, hypercarbia, metabolic acidosis and hyperkalemia. Arythmia ensues. Dantrolene inhibits the release of calcium and can halt the process if the diagnosis is made early. A fatal incident of probable malignant hyperthermia in a 13 year old boy is described and evaluated according to a multifactorial clinical grading scale. The value of the in vitro contracture test to diagnose malignant hyperthermia is discussed. Suggestions concerning the treatment of masseterspasm rigidity, an acute episode of malignant hyperthermia, and safe anaesthesia for susceptible patients are presented.

Accidental intravenous administration of 50 mg of racemic adrenaline in a 2-year-old boy.

A 2-year-old boy received, by mistake, 50 mg racemic adrenaline intravenously, equivalent to 1.8 mg kg-1 of L-adrenaline. The blood pressure increased to 160/105 mmHg, the heart rate to 160 beats min-1, and pulmonary oedema developed over the next 2 h. He was treated with nitroprusside, nitroglycerin and digitoxin, and was intubated and ventilated. After 3 h a hypotensive phase occurred which required infusions of very high concentrations of catecholamines for 72 h. Renal failure required renal transplantation after which the child made an uneventful recovery.

[Acute pulmonary dysfunction in adults. Adult respiratory distress syndrome--ARDS]. / Akutt lungesvikt hos voksne. Adult respiratory distress syndrome--ARDS.

During a 3-year period 0.1% of all patients undergoing surgery and 0.3% of the patients submitted for trauma developed ARDS. The diagnosis was based on strict criteria. Mortality among the 42 patients was 45.2%. Abdominal sepsis was associated with high mortality, trauma with a much better prognosis. Swan-Ganz catheters were used in 81% of the patients. The measurements were characterized by high pulmonary vascular resistance and increased intrapulmonary shunting. However, the initial recordings showed only small differences between survivors and fatal cases as regards haemodynamics and blood gas parameters. Mortality was associated with low diuresis, heart failure, need of inotropic support and on age of over 50 years. The significance of invasive central monitoring is discussed.

Placebo-controlled comparison of single intramuscular doses of ketorolac tromethamine and pethidine for post-operative analgesia.

The analgesic efficacy and safety of single doses of 10 mg and 30 mg ketorolac tromethamine and 100 mg pethidine were evaluated in a double-blind, parallel-group study. The drugs were administered intramuscularly to patients experiencing moderate, severe or very severe pain immediately following major abdominal surgery. A total of 129 patients were randomly assigned to receive either active drug (n = 32 for each treatment group) or placebo (n = 33), and the patients assessed pain intensity and pain relief on a visual analogue scale at regular intervals over the following 8 h. During the first 2 h, pethidine had a more rapid onset of action than ketorolac or placebo, and thereafter 100 mg pethidine and 30 mg ketorolac were equally effective. Ketorolac, at a dose of 10 or 30 mg, and 100 mg pethidine were clinically and statistically more effective than placebo, with 30 mg ketorolac having a similar efficacy to 100 mg pethidine over the 8-h study period and 10 mg ketorolac being slightly less effective than 30 mg ketorolac. No serious adverse events were reported.

[Occupational health care, coordination with primary health care]. / Bedriftshelsetjenesten, samordning med kommunehelsetjenesten.

Occupational health care is a privately financed health service offered to the healthiest part of the population. It is not governed in the same way as primary health care. In this paper we conclude that the present model of organization is inadequate. The entire responsibility for organization of occupational health care should be placed with the Ministry of Health and Social Affairs. This will ensure efficient use of resources.