Sub-Object Data Augmentation And Custom Loss Functions for Automated Anatomical Landmarks Localisation in 3D Brain MR Images

Autor: Srinivasa Rao Kundeti, Afzal Ansari, Jeevan Cr, Ahmed Sanin Mv, Sumit Sharma

Publikováno v: 2020 IEEE International Conference on Cloud Computing in Emerging Markets (CCEM).

In medical image analysis, the landmarks detection helps to localize each anatomy for tasks like image registration. Deep learning models help to automate the landmark detection pipeline reducing medical technician efforts. The major challenge faced

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::1f1b080a61a0453fe27b82430aff96ab
https://doi.org/10.1109/ccem50674.2020.00016

Correlates of High-Risk and Low-Risk Alcohol Use among College Students in Kerala, India.

Autor: Jaisoorya TS; a Associate Professor of Psychiatry, Department of Psychiatry , National Institute of Mental Health and Neurosciences , Bangalore , India., Gowda GS; b Senior Resident, Department of Psychiatry , National Institute of Mental Health and Neurosciences , Bangalore , India., Nair BS; c Professor of Psychiatry, Department of Psychiatry , Government Medical College , Ernakulam , India., Menon PG; d Senior Resident, Department of Psychiatry , Government Medical College , Ernakulam , India., Rani A; e Assistant Professor of Psychiatry, Department of Psychiatry , Government Medical College , Ernakulam , India., Radhakrishnan KS; f Senior Resident, Department of Psychiatry , Government Medical College , Ernakulam , India., Revamma M; g Psychiatric Social Worker, Department of Psychiatry , Government Medical College , Ernakulam , India., Jeevan CR; h Clinical Psychologist, Department of Psychiatry , Government Medical College , Ernakulam , India., Kishore A; i Consultant Psychiatrist, Park Royal Secure Services , London , UK., Thennarasu K; j Professor of Biostatistics, Department of Biostastics , National Institute of Mental Health and Neurosciences , Bangalore , India., Benegal V; k Professor of Psychiatry, National Institute of Mental Health and Neurosciences , Bangalore , India.

Publikováno v: Journal of psychoactive drugs [J Psychoactive Drugs] 2018 Jan-Mar; Vol. 50 (1), pp. 54-61. Date of Electronic Publication: 2017 Sep 26.