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ArticlesPeer ReviewedFull Text
Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading
Author / Creator:Sahlsten, Jaakko ; Jaskari, Joel ; Kivinen, Jyri ; Turunen, Lauri ; Jaanio, Esa ; Hietala, Kustaa ; Kaski, Kimmo
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2019-07, Vol.9 (1), p.10750-11, Article 10750
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ArticlesPeer ReviewedFull Text
Deep Learning Method for Mandibular Canal Segmentation in Dental Cone Beam Computed Tomography Volumes
Author / Creator:Jaskari, Joel ; Sahlsten, Jaakko ; Järnstedt, Jorma ; Mehtonen, Helena ; Karhu, Kalle ; Sundqvist, Osku ; Hietanen, Ari ; Varjonen, Vesa ; Mattila, Vesa ; Kaski, Kimmo
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2020-04, Vol.10 (1), p.5842-5842, Article 5842
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ArticlesPeer ReviewedFull Text
Deep learning for 3D cephalometric landmarking with heterogeneous multi-center CBCT dataset
Author / Creator:Sahlsten, Jaakko ; Järnstedt, Jorma ; Jaskari, Joel ; Naukkarinen, Hanna ; Mahasantipiya, Phattaranant ; Charuakkra, Arnon ; Vasankari, Krista ; Hietanen, Ari ; Sundqvist, Osku ; Lehtinen, Antti ; Kaski, Kimmo
Publisher:United States: Public Library of Science
Journal title:PloS one, 2024-06, Vol.19 (6), p.e0305947
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ArticlesPeer ReviewedFull Text
Reproducibility analysis of automated deep learning based localisation of mandibular canals on a temporal CBCT dataset
Author / Creator:Järnstedt, Jorma ; Sahlsten, Jaakko ; Jaskari, Joel ; Kaski, Kimmo ; Mehtonen, Helena ; Hietanen, Ari ; Sundqvist, Osku ; Varjonen, Vesa ; Mattila, Vesa ; Prapayasatok, Sangsom ; Nalampang, Sakarat
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2023-08, Vol.13 (1), p.14159-14159, Article 14159
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ArticlesPeer ReviewedFull Text
Comparison of deep learning segmentation and multigrader-annotated mandibular canals of multicenter CBCT scans
Author / Creator:Järnstedt, Jorma ; Sahlsten, Jaakko ; Jaskari, Joel ; Kaski, Kimmo ; Mehtonen, Helena ; Lin, Ziyuan ; Hietanen, Ari ; Sundqvist, Osku ; Varjonen, Vesa ; Mattila, Vesa ; Prapayasotok, Sangsom ; Nalampang, Sakarat
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2022-11, Vol.12 (1), p.18598-18598, Article 18598
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ArticlesPeer ReviewedFull Text
Application of simultaneous uncertainty quantification and segmentation for oropharyngeal cancer use-case with Bayesian deep learning
Author / Creator:Sahlsten, Jaakko ; Jaskari, Joel ; Wahid, Kareem A. ; Ahmed, Sara ; Glerean, Enrico ; He, Renjie ; Kann, Benjamin H. ; Mäkitie, Antti ; Fuller, Clifton D. ; Naser, Mohamed A. ; Kaski, Kimmo
Publisher:London: Nature Publishing Group UK
Journal title:Communications medicine, 2024-06, Vol.4 (1), p.110-12, Article 110
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ArticlesPeer ReviewedFull Text
Muscle and adipose tissue segmentations at the third cervical vertebral level in patients with head and neck cancer
Author / Creator:Wahid, Kareem A. ; Olson, Brennan ; Jain, Rishab ; Grossberg, Aaron J. ; El-Habashy, Dina ; Dede, Cem ; Salama, Vivian ; Abobakr, Moamen ; Mohamed, Abdallah S. R. ; He, Renjie ; Jaskari, Joel ; Sahlsten, Jaakko ; Kaski, Kimmo ; Fuller, Clifton D. ; Naser, Mohamed A.
Publisher:London: Nature Publishing Group UK
Journal title:Scientific data, 2022-08, Vol.9 (1), p.470-6, Article 470
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ArticlesPeer ReviewedFull Text
DR-GPT: A large language model for medical report analysis of diabetic retinopathy patients
Author / Creator:Jaskari, Joel ; Sahlsten, Jaakko ; Summanen, Paula ; Moilanen, Jukka ; Lehtola, Erika ; Aho, Marjo ; Säpyskä, Elina ; Hietala, Kustaa ; Kaski, Kimmo
Publisher:United States: Public Library of Science
Journal title:PloS one, 2024-10, Vol.19 (10), p.e0297706
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ArticlesPeer ReviewedFull Text
Deep learning for 3D cephalometric landmarking with heterogeneous multi-center CBCT dataset
Author / Creator:Jaakko Sahlsten ; Jorma Järnstedt ; Joel Jaskari ; Hanna Naukkarinen ; Phattaranant Mahasantipiya ; Arnon Charuakkra ; Krista Vasankari ; Ari Hietanen ; Osku Sundqvist ; Antti Lehtinen ; Kimmo Kaski
Publisher:Public Library of Science (PLoS)
Journal title:PloS one, 2024-01, Vol.19 (6)
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ArticlesPeer ReviewedFull Text
Development and Validation of an Automated Image-Based Deep Learning Platform for Sarcopenia Assessment in Head and Neck Cancer
Author / Creator:Ye, Zezhong ; Saraf, Anurag ; Ravipati, Yashwanth ; Hoebers, Frank ; Catalano, Paul J ; Zha, Yining ; Zapaishchykova, Anna ; Likitlersuang, Jirapat ; Guthier, Christian ; Tishler, Roy B ; Schoenfeld, Jonathan D ; Margalit, Danielle N ; Haddad, Robert I ; Mak, Raymond H ; Naser, Mohamed ; Wahid, Kareem A ; Sahlsten, Jaakko ; Jaskari, Joel ; Kaski, Kimmo ; Mäkitie, Antti A ; Fuller, Clifton D ; Aerts, Hugo J W L ; Kann, Benjamin H
Publisher:United States: American Medical Association
Journal title:JAMA network open, 2023-08, Vol.6 (8), p.e2328280
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ArticlesFull Text
Uncertainty-aware deep learning methods for robust diabetic retinopathy classification
Author / Creator:Jaskari, Joel ; Sahlsten, Jaakko ; Damoulas, Theodoros ; Knoblauch, Jeremias ; Särkkä, Simo ; Kärkkäinen, Leo ; Hietala, Kustaa ; Kaski, Kimmo
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-02
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ArticlesFull Text
Reproducibility analysis of automated deep learning based localisation of mandibular canals on a temporal CBCT dataset
Author / Creator:Järnstedt, Jorma ; Sahlsten, Jaakko ; Jaskari, Joel ; Kaski, Kimmo ; Mehtonen, Helena ; Hietanen, Ari ; Sundqvist, Osku ; Varjonen, Vesa ; Mattila, Vesa ; Prapayasotok, Sangsom ; Nalampang, Sakarat
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-04
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ArticlesFull Text
Comparison of Deep Learning Segmentation and Multigrader-annotated Mandibular Canals of Multicenter CBCT scans
Author / Creator:Järnstedt, Jorma ; Sahlsten, Jaakko ; Jaskari, Joel ; Kaski, Kimmo ; Mehtonen, Helena ; Lin, Ziyuan ; Hietanen, Ari ; Sundqvist, Osku ; Varjonen, Vesa ; Mattila, Vesa ; Prapayasotok, Sangsom ; Nalampang, Sakarat
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-05
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ArticlesFull Text
Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading
Author / Creator:Sahlsten, Jaakko ; Jaskari, Joel ; Kivinen, Jyri ; Turunen, Lauri ; Jaanio, Esa ; Hietala, Kustaa ; Kaski, Kimmo
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2019-04
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Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading

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Deep Learning Method for Mandibular Canal Segmentation in Dental Cone Beam Computed Tomography Volumes

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Deep learning for 3D cephalometric landmarking with heterogeneous multi-center CBCT dataset

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Reproducibility analysis of automated deep learning based localisation of mandibular canals on a temporal CBCT dataset

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Comparison of deep learning segmentation and multigrader-annotated mandibular canals of multicenter CBCT scans

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Application of simultaneous uncertainty quantification and segmentation for oropharyngeal cancer use-case with Bayesian deep learning

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Muscle and adipose tissue segmentations at the third cervical vertebral level in patients with head and neck cancer

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DR-GPT: A large language model for medical report analysis of diabetic retinopathy patients

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Deep learning for 3D cephalometric landmarking with heterogeneous multi-center CBCT dataset

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Development and Validation of an Automated Image-Based Deep Learning Platform for Sarcopenia Assessment in Head and Neck Cancer

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Uncertainty-aware deep learning methods for robust diabetic retinopathy classification

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Reproducibility analysis of automated deep learning based localisation of mandibular canals on a temporal CBCT dataset

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Comparison of Deep Learning Segmentation and Multigrader-annotated Mandibular Canals of Multicenter CBCT scans

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Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading

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