Biomedical subjects

K Irjala

Publications and source records attributed to K Irjala.

185 records · Page 11Linked to original sources

PubMedDate not supplied

Using the ID3 algorithm to find discrepant diagnoses from laboratory databases of thyroid patients.

Rare cases are a central problem when an expert system is constructed from example cases with machine learning techniques. It is difficult to make a decision support system (DSS) to cover all possible clinical cases. An inductive learning program can be used to construct an expert system for detecting cases that differ from routine cases. The ID3 algorithm and the pessimistic pruning algorithm were tested in this study: a DSS was built directly from the data of patient records. A decision tree was generated, and the cases misclassified by the decision tree as compared with the classifications of a clinician were listed on a checklist, which formed the feedback to the clinician. In clinical situations about 5-10% of functional thyroid disorders may be misclassified. At this error level, the method found over 90% of the errors with a specificity of 95%. In simple medical classification tasks this dynamic self-learning system can be used to create a DSS that can assist in the quality control of clinical decision making.

Adult↗

PubMedDate not supplied

A new method for the identification of cerebrospinal fluid leakage.

Apart from the use of anamnestic data the most common techniques for the diagnosis of CSF leakage have included X-ray studies, and chemical analysis of glucose, protein, and electrolytes of the fluid obtained from the nose or ear, intrathecal staining, and radioactive cisternography. These studies, although useful, have not always succeeded in demonstrating the CSF leakage, especially when the leak is delayed, small, or contaminated. A new immunochemical technique for the identification of the CSF leakage is described. It is based on demonstration of an extra band of transferrin located in the beta 2-fraction of protein electrophoresis of CSF. This beta 2-transferrin is pathognomonic for liquor and could not be demonstrated in serum, nasal secretions, saliva, tears, or peri- and endolymph. After routine protein electrophoresis on cellulose acetate membranes, the transferrins are identified by application of anti-transferrin on beta-regions. Stained precipitates in both beta-regions demonstrate clearly the presence of CSF. Compared with other methods, the new technique offers many advantages. The amount of sample needed for the procedure is small, moderate contamination does not invalidate it, it makes it possible to localize the leak by differential suction, and it is absolutely safe for the patient.

Blood Protein Electrophoresis↗

PubMedDate not supplied

Early effects of adjuvant tamoxifen therapy on serum hormones, proteins and lipids.

Tamoxifen is widely used as an adjuvant treatment for breast cancer. To correctly interpret laboratory test results during tamoxifen treatment, clinicians should be aware of the possible effects of the drug on laboratory tests. This study investigated the effects on serum hormones, proteins, lipids and common biochemistry in seven postmenopausal women with breast cancer during 3 months after initiating the therapy. Statistically significant decreases occurred in serum gonadotropins, alkaline phosphatase, calcium, total protein, prealbumin, orosomucoid, haptoglobin, immunoglobin M and total cholesterol whilst significant increases occurred in serum sex hormone-binding globulin (SHBG), cortisol, parathyroid hormone, aspartate aminotransferase, urate, alpha-1-antitrypsin and ceruloplasmin. The alterations could result from tamoxifen therapy, radiation or changes in lifestyle. All the changes, apart from serum urate, remained within the reference limits. In addition, only serum gonadotropins, SHBG, urate and cholesterol showed clinically significant changes. Alterations in the other laboratory tests are unlikely to disturb diagnoses based on laboratory test results during tamoxifen therapy.

Aged↗

PubMedDate not supplied

Early effects of 5-fluorouracil, epirubicin and cyclophosphamide therapy on common laboratory tests.

BACKGROUND: Combination chemotherapy with 5-fluorouracil, epirubicin and cyclophosphamide (FEC) is now used for adjuvant therapy of breast cancer. The effects of FEC on common laboratory tests are important when interpreting test results during the treatment. PATIENTS AND METHODS: Common hormonal tests (e.g., serum gonadotrophins, testosterone, prolactin, dehydroepiandrosterone sulphate, cortisol, parathyroid hormone (PTH), thyroid function tests), haematological blood counts and biochemical tests including specific proteins and lipids of seven women with metastatic breast cancer were assessed at baseline and before the 3rd and the 5th cycles: RESULTS: Statistically significant increases were noted in serum PTH, free triiodothyronine, sodium, prealbumin and cholesterol, but decreases in white blood cell count, alpha-1-antitrypsin, as well as immunoglobulins A and M. CONCLUSION: Except for serum PTH, cholesterol and WBC count, the changes were small. The diagnoses of diseases based on serum PTH and cholesterol test results may be influenced by FEC treatment.

Androstenedione↗

PubMedDate not supplied

Proton T1 relaxation time of normal and abnormal urine.

Relaxation times T1 of normal and abnormal urine samples were measured with a 0.02 tesla MRI device in a spectrometric mode. Protein containing urine from patients with glomerulonephritis showed a slight shortening of T1 relaxation time. Radiographic contrast medium, pH, osmolality or glucose in diabetes did not significantly change the T1 relaxation time of urine. Urine can be used as a T1 relaxation reference in MR imaging of the pelvis even if the patient has received radiographic contrast medium or has diabetes or proteinuria for any reason.

Diatrizoate↗