A Novel Variational Autoencoder with Applications to Generative Modelling, Classification, and Ordinal Regression. - Joel Jaskari; Jyri J. Kivinen (CoRR, 2018)

Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading. - Jaakko Sahlsten; Joel Jaskari; Jyri J. Kivinen; Lauri Turunen; Esa Jaanio; Kustaa Hietala; Kimmo Kaski (CoRR, 2019)

Machine Learning Methods for Neonatal Mortality and Morbidity Classification. - Joel Jaskari; Janne Myllärinen; Markus Leskinen; Ali Bahrami Rad; Jaakko Hollmén; Sture Andersson; Simo Särkkä (IEEE Access, 2020)

Uncertainty-Aware Deep Learning Methods for Robust Diabetic Retinopathy Classification. - Joel Jaskari; Jaakko Sahlsten; Theodoros Damoulas; Jeremias Knoblauch; Simo Särkkä; Leo Kärkkäinen; Kustaa Hietala; Kimmo K. Kaski (IEEE Access, 2022)

Comparison of Deep Learning Segmentation and Multigrader-annotated Mandibular Canals of Multicenter CBCT scans. - Jorma Järnstedt; Jaakko Sahlsten; Joel Jaskari; Kimmo Kaski; Helena Mehtonen; Ziyuan Lin; Ari Hietanen; Osku Sundqvist; Vesa Varjonen; Vesa Mattila; Sangsom Prapayasotok; Sakarat Nalampang (CoRR, 2022)

Reproducibility analysis of automated deep learning based localisation of mandibular canals on a temporal CBCT dataset. - Jorma Järnstedt; Jaakko Sahlsten; Joel Jaskari; Kimmo Kaski; Helena Mehtonen; Ari Hietanen; Osku Sundqvist; Vesa Varjonen; Vesa Mattila; Sangsom Prapayasotok; Sakarat Nalampang (CoRR, 2023)

Head and Neck Tumor Segmentation Using Pre-RT MRI Scans and Cascaded DualUNet. - Mikko Saukkoriipi; Jaakko Sahlsten; Joel Jaskari; Ahmed Al-Tahmeesschi; Laura Ruotsalainen; Kimmo Kaski (HNTS-MRG@MICCAI, 2024)

Interactive 3D Segmentation for Primary Gross Tumor Volume in Oropharyngeal Cancer. - Mikko Saukkoriipi; Jaakko Sahlsten; Joel Jaskari; Lotta Orsmaa; Jari Kangas 001; Nastaran Rasouli; Roope Raisamo; Jussi Hirvonen; Helena Mehtonen; Jorma Järnstedt; Antti A. Mäkitie; Mohamed Naser; et al. (CoRR, 2024)

Diving, Grabbing and Teleporting: Methods for Medical 3D Image Manipulation in VR. - Lotta Orsmaa; Jari Kangas 001; Nastaran Rasouli; Joel Jaskari; Jaakko Sahlsten; Helena Mehtonen; Jorma Järnstedt; Kimmo Kaski; Roope Raisamo (Interact. Comput., 2025)