Our first contribution in this paper is a theoretical investigation of curriculum learning in the context of stochastic gradient descent when optimizing the least squares loss function. We prove that the rate of convergence of an ideal curriculum learning method in monotonically increasing with the difficulty of the examples, and that this increase in convergence rate is monotonically decreasin...

BACKGROUND A 2005 survey reported 87% of surgery program directors believed practice management training should occur during residency. However, only 8% of program directors believed residents received adequate training in practice management [1]. In addition to the gap in practice financial management knowledge, we recognized the need for training in personal finance among residents. A literat...

Introduction Emergency medicine is a relatively new field in sub-Saharan Africa and dedicated training in pediatric emergency care is limited. While guidelines from the African Federation of Emergency Medicine (AFEM) regarding emergency training exist, a core curriculum in pediatric emergency care has not yet been established for providers at the district hospital level. Methods The objective...

In conjunction with its problem-based learning curriculum, Harvard School of Dental Medicine (HSDM) developed a shortened preclinical restorative training curriculum. This study compared our curriculum with those in other dental schools and examined student reaction to it. Twenty-nine U.S. dental schools responded to a survey regarding the length of their preclinical course in Operative Dentist...

The essential procedural skills that newly graduated doctors require are rarely defined, do not take into account pre-vocational employer expectations, and differ between Universities. This paper describes how one Faculty used local evaluation data to drive curriculum change and implement a clinically integrated, multi-professional skills program. A curriculum restructure included a review of a...

Few residency training programmes explicitly require substantive exposure to issues in medical ethics and fewer still have a formal curriculum in this area. Traditional undergraduate medical ethics courses teach preclinical students to identify ethical issues and analyse them at a theoretical level. Residency training, however, is the ideal time to establish the critical behavioural link which ...

BACKGROUND AND OBJECTIVES There have been dramatic changes in the specialty of family medicine and the American health care system in the more than 40 years since the formation of the specialty. As a result, there is urgent need for experimentation and innovation in residency training to better prepare family physicians. METHODS Waukesha Family Medicine Residency used a strategic planning pro...

Ten years have passed since the Graylyn Conference Report on Laboratory Medicine/Clinical Pathology training was issued. Over that time period, the Accreditation Council for Graduate Medical Education (ACGME) substantially revised the requirements for training programs, the American Board of Pathology (ABP) amended both the requirements and the time periods needed for certification, and the dis...

The 2010 September issue of Breathe features the Curriculum Recommendations for Training in Paediatric Respiratory Medicine [1]; a detailed version of the 24 curriculum modules can also be found online at http://hermes.ersnet.org/. The curriculum is the result of the ongoing work of the Paediatric HERMES (Harmonised Education in Respiratory Medicine for European Specialists) Task Force. It repr...

Surgical skills education is in the process of a crucial transformation from a master-apprenticeship model to simulation-based training. Orthopaedic surgery is one of the surgical specialties where simulation-based skills training needs to be integrated into the curriculum efficiently and urgently. The reason for this strong and pressing need is that orthopaedic surgery covers broad human anato...