Tiulpin A - Search Results

1

Deep learning identifies morphological features in breast cancer predictive of cancer ERBB2 status and trastuzumab treatment efficacy.

Bychkov D, Linder N, Tiulpin A, Kücükel H, Lundin M, Nordling S, Sihto H, Isola J, Lehtimäki T, Kellokumpu-Lehtinen PL, von Smitten K, Joensuu H, Lundin J. Bychkov D, et al. Among authors: tiulpin a. Sci Rep. 2021 Feb 17;11(1):4037. doi: 10.1038/s41598-021-83102-6. Sci Rep. 2021. PMID: 33597560 Free PMC article.

2

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

Tiulpin A, Thevenot J, Rahtu E, Lehenkari P, Saarakkala S. Tiulpin A, et al. Sci Rep. 2018 Jan 29;8(1):1727. doi: 10.1038/s41598-018-20132-7. Sci Rep. 2018. PMID: 29379060 Free PMC article.

3

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

Tiulpin A, Klein S, Bierma-Zeinstra SMA, Thevenot J, Rahtu E, Meurs JV, Oei EHG, Saarakkala S. Tiulpin A, et al. Sci Rep. 2019 Dec 27;9(1):20038. doi: 10.1038/s41598-019-56527-3. Sci Rep. 2019. PMID: 31882803 Free PMC article.

4

Critical evaluation of deep neural networks for wrist fracture detection.

Raisuddin AM, Vaattovaara E, Nevalainen M, Nikki M, Järvenpää E, Makkonen K, Pinola P, Palsio T, Niemensivu A, Tervonen O, Tiulpin A. Raisuddin AM, et al. Among authors: tiulpin a. Sci Rep. 2021 Mar 16;11(1):6006. doi: 10.1038/s41598-021-85570-2. Sci Rep. 2021. PMID: 33727668 Free PMC article.

5

Deep learning-based segmentation of knee MRI for fully automatic subregional morphological assessment of cartilage tissues: Data from the Osteoarthritis Initiative.

Panfilov E, Tiulpin A, Nieminen MT, Saarakkala S, Casula V. Panfilov E, et al. Among authors: tiulpin a. J Orthop Res. 2022 May;40(5):1113-1124. doi: 10.1002/jor.25150. Epub 2021 Aug 6. J Orthop Res. 2022. PMID: 34324223 Free article.

6

Acoustic emissions and kinematic instability of the osteoarthritic knee joint: comparison with radiographic findings.

Nevalainen MT, Veikkola O, Thevenot J, Tiulpin A, Hirvasniemi J, Niinimäki J, Saarakkala SS. Nevalainen MT, et al. Among authors: tiulpin a. Sci Rep. 2021 Oct 1;11(1):19558. doi: 10.1038/s41598-021-98945-2. Sci Rep. 2021. PMID: 34599226 Free PMC article.

7

Outcome and Biomarker Supervised Deep Learning for Survival Prediction in Two Multicenter Breast Cancer Series.

Bychkov D, Joensuu H, Nordling S, Tiulpin A, Kücükel H, Lundin M, Sihto H, Isola J, Lehtimäki T, Kellokumpu-Lehtinen PL, von Smitten K, Lundin J, Linder N. Bychkov D, et al. Among authors: tiulpin a. J Pathol Inform. 2022 Jan 18;13:9. doi: 10.4103/jpi.jpi_29_21. eCollection 2022. J Pathol Inform. 2022. PMID: 35136676 Free PMC article.

8

Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs Using Deep Convolutional Neural Networks.

Tiulpin A, Saarakkala S. Tiulpin A, et al. Diagnostics (Basel). 2020 Nov 10;10(11):932. doi: 10.3390/diagnostics10110932. Diagnostics (Basel). 2020. PMID: 33182830 Free PMC article.

9

Automated analysis of rabbit knee calcified cartilage morphology using micro-computed tomography and deep learning.

Rytky SJO, Huang L, Tanska P, Tiulpin A, Panfilov E, Herzog W, Korhonen RK, Saarakkala S, Finnilä MAJ. Rytky SJO, et al. Among authors: tiulpin a. J Anat. 2021 Aug;239(2):251-263. doi: 10.1111/joa.13435. Epub 2021 Mar 29. J Anat. 2021. PMID: 33782948 Free PMC article.

10

Gray Matter Age Prediction as a Biomarker for Risk of Dementia.

Wang J, Knol MJ, Tiulpin A, Dubost F, de Bruijne M, Vernooij MW, Adams HHH, Ikram MA, Niessen WJ, Roshchupkin GV. Wang J, et al. Among authors: tiulpin a. Proc Natl Acad Sci U S A. 2019 Oct 15;116(42):21213-21218. doi: 10.1073/pnas.1902376116. Epub 2019 Oct 1. Proc Natl Acad Sci U S A. 2019. PMID: 31575746 Free PMC article.

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