Initial evaluation of a continuous speech recognition program for radiology

The aims of this work were to measure the accuracy of one continuous speech recognition product and dependence on the speaker's gender and status as a native or nonnative English speaker, and evaluate the product's potential for routine use in transcribing radiology reports. IBM MedSpeak/Radiology software, version 1.1 was evaluated by 6 speakers. Two were nonnative English speakers, and 3 were men. Each speaker dictated a set of 12 reports. The reports included neurologic and body imaging examinations performed with 6 different modalities. The dictated and original report texts were compared, and error rates for overall, significant, and subtle significant errors were computed. Error rate dependence on modality, native English speaker status, and gender were evaluated by performing ttests. The overall error rate was 10.3 +/- 3.3%. No difference in accuracy between men and women was found; however, significant differences were seen for overall and significant errors when comparing native and nonnative English speakers (P = .009 and P = .008, respectively). The speech recognition software is approximately 90% accurate, and while practical implementation issues (rather than accuracy) currently limit routine use of this product throughout a radiology practice, application in niche areas such as the emergency room currently is being pursued. This methodology provides a convenient way to compare the initial accuracy of different speech recognition products, and changes in accuracy over time, in a detailed and sensitive manner.     

Facial dyskinesias

The face is prominently or exclusively involved in several involuntary movement disorders, called "facial dyskinesias," in addition to the common buccolingual form of tardive dyskinesia. This review describes the appearance of the most frequently occurring facial dyskinesias: chorea, dystonia, tremor, and tics. Some new treatments are discussed.     

Experimental air leaks in lung sealed by low-energy carbon dioxide laser irradiation

When a focused carbon dioxide laser beam strikes a surface of tissue, the light energy is converted instantly into thermal energy, causing cells directly in the laser's path to vaporize. Because the carbon dioxide laser's energy is well absorbed by water, this thermal effect is attenuated at a distance of 100 mu. If the laser beam is "defocused," the same thermal energy is dissipated over a larger area, causing only desiccation and melting of tissue without vaporization; however, the depth of injury remains shallow. This modified technique has been used to seal artificially created air leaks in the canine lung. Twelve mongrel dogs were anesthetized, intubated, and ventilated. The lingula was exposed sterilely through a left thoracotomy. A 1 X 3-mm hole was made in the lung at 1 cm from the edge. The created air and blood leaks were sealed with a defocused carbon dioxide laser beam set at 8 W (32 W/sq cm). Each tissue "weld" withstood 40 cm H2O of peak ventilation pressure without leak. At the time of reoperation three weeks later, there was apparent complete healing of the pulmonary surface. No air leaks were present. Histologic examination showed a small zone of amorphous coagulated pleura and lung overlying a zone of minimal atelectasis. Normal lung was present within 150 mu of the laser seal. This new technique was performed safely and easily with currently available carbon dioxide lasers in the laboratory. It is presently undergoing intraoperative trials in a controlled clinical setting.     

Specific nonsurgical therapy in male infertility

Although the objective of this article was to discuss the specific medically treatable causes of male infertility, the reader will be impressed by the fact that many of the treatments seem less than "specific." The need to treat infections to improve fertility is ill defined. The utilization of a scrotal cooling device as "specific" nonsurgical treatment for varicocele is yet to be defined. Immunologic suppression is indeed a specific form of therapy for a measurable phenomenon; unfortunately, the significance of that phenomenon as well as the best means and location of its assessment are undergoing significant reevaluation. An exciting frontier is the prospect of preventing infertility in the patient undergoing therapy for cancer, thus obviating the need for treatment of the ensuing infertility. Before specific therapies can be anticipated to have a predictable beneficial effect, these areas require active investigation to define the problem more clearly.     

Learning by Selection in the Trion Model of Cortical Organization

The basic issue of whether mammalian learning in cortex proceedsvia a selection principle, as stressed by Edelman, versus aninstructional one is of major importance. We present here arealization of selection learning in the trion model, whichis based on the Mountcastle columnar organizational principleof cortex. We suggest that mammalian cortex starts out withan a priori connectivity between minicolumns that is highlystructured in time and in space, competing between excitationand inhibition. This provides a "naive" repertoire of spatial-temporalfiring patterns that stimuli and internal pro-cessing map onto.These patterns can be learned with small modifications to theconnectivity strengths determined by a Hobbian learning rule.As various patterns are learned, the repertoire changes somewhatin order to respond property to various stimuli, but the majorityof all possible stimuli still map onto spatial-temporal firingpatterns of the original repertoire. In order to show that theexample presented here is showing true selectivity and is notan artifact of more stimuli evolving into the learned pattern,we develop a selectivity measure. We suggest that some formof instructional learning (in which connectivities are finelytuned) is present for difficult tasks requiring many trials,whereas very rapid learning involves selectional learning. Bothtypes of learning must be considered to understand behavior.     

A study of field-based methods for diagnosing reproductive tract infections in rural Yunnan Province, China

Reproductive tract infections are a significant cause of poor health among rural Chinese women. This study assesses the accuracy of simple, field-based methods of diagnosing five reproductive tract infections (trichomonas, candida, bacterial vaginosis, gonorrhea, and chlamydia) in two rural Chinese counties, using "gold standard" laboratory diagnosis as the reference. Self-reported symptoms and clinical examination proved inadequate for making accurate diagnoses, because many infected women show no symptoms or are infected with two or more conditions. The use of simple tests such as KOH staining, wet mount, Gram's stain, and pH of discharge greatly improved diagnostic accuracy, especially for candida and trichomonas, the two most common infections. Promoting the use of such diagnostic approaches by rural Chinese medical and family planning health providers would reduce the prevalence and severity of these preventable and easily treated infections.