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Clinical medicine offers a promising arena for applying Machine Learning (ML) models. However, despite numerous studies employing ML in medical data analysis, only a fraction have impacted clinical care. This article underscores the importance of utilisi
Whole cervix imaging of collagen, muscle, and cellularity in term and preterm pregnancy Diffusion basis spectrum imaging (DBSI) is an MRI technique that offers non-invasive insights into cervical structure by imaging cellularity, collagen, and muscle fibers. Here, the authors apply DBSI on the hu...
(anisocoria). It may be due to a disease of, or injury to, the ciliary ganglion or to the short ciliary nerves. Other causes include temporal arteritis in elderly patients, syphilis or diabetes.Syn.myotonic pupil; pupillotonia; tonic pupil (some authors use this last term when the cause ...
V0-10,V010,V00-1,V001. In other words, we selected the neighborhood according to regulargrid topology(a cartesian grid) of our dataset. The 6-neighborhood represents all neighboring cuboids that share one face with the current cuboid (seeFig. 2.4, left). This also motivates the term6-...
As there are few reports evaluating the outcomes of surgery for PCV-related VH,14,15 we aimed to evaluate the long-term visual outcomes of PCV with breakthrough VH managed by early pars plana vitrectomy (PPV). influence the visual outcome, including age, gender, presence of systemic disease,...
In general, the results demonstrated that IVR can be utilized as an effective tool for empathy training for medical students. Consistent changes in participants’ empathy levels were documented both in the differences between pretest and post-test JSE questionnaire scores, in the participants’ self-...
Atypical depressionA term retired from the DSM, which some clinicians NEJM 1991; 325: 633 use to refer to combinations of mood reactivity, including anhedonia, overeating, oversleeping, chronic poor self-esteem; those with AD are thought to have a better response to MAOIs ...
The term “knight-errant” is more of an ethical evaluation of female medical personnel. Furthermore, the reinforcement of the human interest frame and the weakening of the action frame have obscured the professional competencies of female health workers and downplayed their actual and professional ...
As we can see, among the above models, only PubMedBERT designed a domain-specific vocabulary for training; none of the existing LLMs designed a radiology-specific vocabulary. For example, the radiology-specific term ‘cardiomegaly’ will be broken into multiple sub-words (word pieces), i.e....