نتائج البحث - Aleksei Tiulpin

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  1. 1
    Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach

    Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach حسب Aleksei Tiulpin, Jérôme Thevenot, Esa Rahtu, Petri Lehenkari, Simo Saarakkala

    منشور في 2018
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  2. 2
    Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation

    Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation حسب Egor Panfilov, Aleksei Tiulpin, Stefan Klein, Miika T. Nieminen, Simo Saarakkala

    منشور في 2019
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  3. 3
    <i>Semixup</i>: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading From Plain Radiographs

    <i>Semixup</i>: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading From Plain Radiographs حسب Huy Hoang Nguyen, Simo Saarakkala, Matthew B. Blaschko, Aleksei Tiulpin

    منشور في 2020
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  4. 4
    Deep learning‐based segmentation of knee MRI for fully automatic subregional morphological assessment of cartilage tissues: Data from the Osteoarthritis Initiative

    Deep learning‐based segmentation of knee MRI for fully automatic subregional morphological assessment of cartilage tissues: Data from the Osteoarthritis Initiative حسب Egor Panfilov, Aleksei Tiulpin, Miika T. Nieminen, Simo Saarakkala, Victor Casula

    منشور في 2021
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  5. 5
    Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting From Multimodal Data

    Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting From Multimodal Data حسب Huy Hoang Nguyen, Matthew B. Blaschko, Simo Saarakkala, Aleksei Tiulpin

    منشور في 2023
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  6. 6
    Kellgren-Lawrence Grading of Knee Osteoarthritis using Deep Learning: Diagnostic Performance with External Dataset and Comparison with Four Readers

    Kellgren-Lawrence Grading of Knee Osteoarthritis using Deep Learning: Diagnostic Performance with External Dataset and Comparison with Four Readers حسب Elias Vaattovaara, Egor Panfilov, Aleksei Tiulpin, Tuukka Niinimäki, Jaakko Niinimäki, Simo Saarakkala, Mika Nevalainen

    منشور في 2025
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  7. 7
    Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

    Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data حسب Aleksei Tiulpin, Stefan Klein, Sita Bierma‐Zeinstra, Jérôme Thevenot, Esa Rahtu, Joyce B. J. van Meurs, Edwin H. G. Oei, Simo Saarakkala

    منشور في 2019
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  8. 8
    Critical evaluation of deep neural networks for wrist fracture detection

    Critical evaluation of deep neural networks for wrist fracture detection حسب Abu Mohammed Raisuddin, Elias Vaattovaara, Mika Nevalainen, Marko Nikki, Elina Järvenpää, Kaisa Makkonen, Pekka Pinola, Tuula Palsio, Arttu Niemensivu, Osmo Tervonen, Aleksei Tiulpin

    منشور في 2021
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  9. 9
    Development of osteoarthritis in patients with degenerative meniscal tears treated with exercise therapy or surgery: a randomized controlled trial

    Development of osteoarthritis in patients with degenerative meniscal tears treated with exercise therapy or surgery: a randomized controlled trial حسب Bjørnar Berg, Ewa M. Roos, Martin Englund, Nina Jullum Kise, Aleksei Tiulpin, Simo Saarakkala, L. Engebretsen, C.N. Eftang, Inger Holm, May Arna Risberg

    منشور في 2020
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  10. 10
    Gray Matter Age Prediction as a Biomarker for Risk of Dementia

    Gray Matter Age Prediction as a Biomarker for Risk of Dementia حسب Johnny Wang, Maria J. Knol, Aleksei Tiulpin, Florian Dubost, Marleen de Bruijne, Meike W. Vernooij, Hieab H.H. Adams, M. Arfan Ikram, Wiro J. Niessen, Gennady V. Roshchupkin

    منشور في 2019
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  11. 11
    Clinical Super-Resolution Computed Tomography of Bone Microstructure: Application in Musculoskeletal and Dental Imaging

    Clinical Super-Resolution Computed Tomography of Bone Microstructure: Application in Musculoskeletal and Dental Imaging حسب S.J.O. Rytky, Aleksei Tiulpin, Mikko Finnilä, Sakari S. Karhula, Annina Sipola, Väinö Kurttila, Maarit Valkealahti, Petri Lehenkari, Antti Joukainen, Heikki Kröger, Rami K. Korhonen, Simo Saarakkala, Jaakko Niinimäki

    منشور في 2024
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  12. 12
    The KNee OsteoArthritis Prediction (KNOAP2020) challenge: An image analysis challenge to predict incident symptomatic radiographic knee osteoarthritis from MRI and X-ray images

    The KNee OsteoArthritis Prediction (KNOAP2020) challenge: An image analysis challenge to predict incident symptomatic radiographic knee osteoarthritis from MRI and X-ray images حسب Jukka Hirvasniemi, J. Runhaar, Rianne A. van der Heijden, Maryam Zokaeinikoo, Mingrui Yang, X. Li, Jeremy Tan, Haresh Rengaraj Rajamohan, Yongxia Zhou, Cem M. Deniz, Francesco Calivá, Claudia Iriondo, J.J. Lee, F. Liu, Alejandro Morales Martinez, N. Namiri, V. Pedoia, Egor Panfilov, N. Bayramoglu, Huy Hoang Nguyen, Miika T. Nieminen, Simo Saarakkala, Aleksei Tiulpin, Emery C. Lin, Alice Li, Vivian Li, Erik B. Dam, Akshay Chaudhari, Richard Kijowski, S. Bierma-Zeinstra, Edwin H. G. Oei, Stefan Klein

    منشور في 2022
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  13. 13
    Understanding metric-related pitfalls in image analysis validation

    Understanding metric-related pitfalls in image analysis validation حسب Annika Reinke, Minu D. Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Ali Emre Kavur, Tim Rädsch, Carole H. Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Florian Buettner, M. Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A. Cimini, Keyvan Farahani, Luciana Ferrer, Adrián Galdrán, Bram van Ginneken, Ben Glocker, Patrick Godau, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E. Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Jens Kleesiek, Florian Kofler, Thijs Kooi, Annette Kopp‐Schneider, Michal Kozubek, Anna Kreshuk, Tahsin Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus Maier‐Hein, Anne L. Martel, Erik Meijering, Bjoern Menze, Karel G. M. Moons, Henning Müller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M. Rafelski, Nasir Rajpoot, Mauricio Reyes, Michael A. Riegler, Nicola Rieke, Julio Sáez-Rodríguez, Clara I. Sá‎nchez, Shravya Shetty, Ronald M. Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Ziv Yaniv, Paul F. Jäger, Lena Maier‐Hein

    منشور في 2024
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    Revisão
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  14. 14
    Metrics reloaded: Recommendations for image analysis validation

    Metrics reloaded: Recommendations for image analysis validation حسب Lena Maier‐Hein, Annika Reinke, Patrick Godau, Minu D. Tizabi, Florian Buettner, Evangelia Christodoulou, Ben Glocker, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A. Riegler, Manuel Wiesenfarth, Ali Emre Kavur, Carole H. Sudre, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Tim Rädsch, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B. Blaschko, M. Jorge Cardoso, Veronika Cheplygina, Beth A. Cimini, Gary S. Collins, Keyvan Farahani, Luciana Ferrer, Adrián Galdrán, Bram van Ginneken, Robert Haase, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Pierre Jannin, Charles E. Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Florian Kofler, Annette Kopp‐Schneider, Anna Kreshuk, Tahsin Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus Maier‐Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern Menze, Karel G. M. Moons, Henning Müller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Nasir Rajpoot, Nicola Rieke, Julio Sáez-Rodríguez, Clara I. Sá‎nchez, Shravya Shetty, Maarten van Smeden, Ronald M. Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Paul F. Jäger

    منشور في 2022
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    Pré-impressão
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  15. 15
    Metrics reloaded: recommendations for image analysis validation

    Metrics reloaded: recommendations for image analysis validation حسب Lena Maier‐Hein, Annika Reinke, Patrick Godau, Minu D. Tizabi, Florian Buettner, Evangelia Christodoulou, Ben Glocker, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A. Riegler, Manuel Wiesenfarth, A. Emre Kavur, Carole H. Sudre, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Tim Rädsch, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B. Blaschko, M. Jorge Cardoso, Veronika Cheplygina, Beth A. Cimini, Gary S. Collins, Keyvan Farahani, Luciana Ferrer, Adrián Galdrán, Bram van Ginneken, Robert Haase, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Pierre Jannin, Charles E. Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Florian Kofler, Annette Kopp‐Schneider, Anna Kreshuk, Tahsin Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus Maier‐Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern Menze, Karel G. M. Moons, Henning Müller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Nasir Rajpoot, Nicola Rieke, Julio Sáez-Rodríguez, Clara I. Sá‎nchez, Shravya Shetty, Maarten van Smeden, Ronald M. Summers, Abdel Aziz Taha, Aleksei Tiulpin, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Paul F. Jäger

    منشور في 2024
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