Introduction Telemedicine is a remote medical practice using information communication technology (ICT), and has been increasing in France since 2009. With all new forms of medical practice, education and training (ET) is required for quality and safety. To date, implementation of telemedicine ET has not been assessed in France. The objective of this study was to describe the implementation of telemedicine ET and evaluate the knowledge, attitudes and practices (KAP) of deans and associate deans from all medical schools in France. Methods A cross-sectional non-mandatory, descriptive online survey with a self-administered questionnaire was performed from 15 November to 6 December, 2017. Respondents were accessed through the ‘Conférence des doyens des Facultés de médecine’. Results There were 48 respondents with a 47.4% response rate among deans. Telemedicine ET was limited in France; 10.4% in 1st year medicine (PACES); 4% in the final 3 years of medical school (D.F.A.S.M.) and 18.8% in medical residency. Emergency medicine, dermatology, radiology, neurology and geriatrics were specialties with implemented telemedicine training during residency. Of all respondents, 90% expressed a need to increase telemedicine ET, among which 75% accepted external support. A highly positive attitude towards telemedicine practice was reflected by 60.4% of respondents, and 56.2% practiced telemedicine at least once. Discussion This study was the first to assess national telemedicine ET implementation in France. Telemedicine was integrated into initial medical education; however, telemedicine ET remains limited despite the positive attitudes of deans and associate deans. Further research would need to be conducted on telemedicine ET implementation and KAP of medical students and residents.