Our multicenter study shows that although general practitioners and hospital doctors are still the main referral point for mental health care, a greater proportion of patients are first seen in private settings or directly reach mental health centers, compared to previous surveys conducted in Italy. However, a stronger collaboration of psychiatrists with general practitioners and psychologists is still needed.

Radiology reports express the results of a radiology study and contain information about anatomical entities, findings, measures and impressions of the medical doctor. The use of information extraction techniques can help physicians to access this information in order to understand data and to infer further knowledge.Supervised machine learning methods are very popular to address information extraction, but are usually domain and language dependent. To train new classification models, annotated data is required. Moreover, annotated data is also required as an evaluation resource of information extraction algorithms. However, one major drawback of processing clinical data is the low availability of annotated datasets. For this reason we performed a manual annotation of radiology reports written in Spanish. This paper presents the corpus, the annotation schema, the annotation guidelines and further insight of the data.

Leg length discrepancy is when the length of one leg is different from the other, and is a common reason for consultation at the pediatrician's and pediatric orthopedist's office. The objective of this study was to develop recommendations for the follow-up, pre-surgical planning, and treatment of children with leg length discrepancy based on expert consensus. Material and methods. The Delphi method was used. A coordinating group selected a panel of experts, designed and analyzed each of the rounds of consultations. Semistructured questionnaires were sent by personalized e-mail. Agreement among experts ≥ 80 % was established as the criterion for consensus. At each round of consultation, non-consensual aspects were reformulated and new aspects suggested in the previous round were included. A measure of stability to conclude the consultation was determined when more than 70 % of experts sustained their opinion in successive rounds. Results. Eight experts in orthopedics and six experts in imaging studies participated. After three rounds of consultations, consensus was reached in terms of 39 recommendations for follow-up, pre-surgical planning, and treatment. These were reorganized into 32 final recommendations. Conclusions. These are the first recommendations for the follow-up of children with leg length discrepancy agreed by expert consensus.

No abstract

In this paper, we provide an overview of the sixth annual edition of the CLEF eHealth evaluation lab. CLEF eHealth 2018 continues our evaluation resource building efforts around the easing and support of patients, their next-of-kins, clinical staff, and health scientists in understanding, accessing, and authoring eHealth information in a multilingual setting. This year's lab offered three tasks: Task 1 on multilingual information extraction to extend from last year's task on French and English corpora to French, Hungarian, and Italian; Task 2 on technologically assisted reviews in empirical medicine building on last year's pilot task G. Zuccon-In alphabetical order by forename, HS, LK & LG co chaired the lab.