日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Open Lumbar Spine Image Analysis: A 3D Slicer Extension for Segmentation, Grading, and Intervertebral Disc Height Index With Multi-Data Set Validation

开放式腰椎图像分析:用于分割、分级和椎间盘高度指数的 3D Slicer 扩展程序,并具有多数据集验证

Kowlagi, Narasimharao; Kemppainen, Antti; McSweeney, Terence; Saarakkala, Simo; Noailly, Jérôme; Williams, Frances M K; Cheung, Jason Pui Yin; Karppinen, Jaro; Tiulpin, Aleksei

An Unsupervised Learning Approach for Multimodal Low Back Pain Stratification

一种用于多模态腰痛分层的无监督学习方法

Kowlagi, Narasimharao; Heikkala, Eveliina; Saarakkala, Simo; Karppinen, Jaro; Tiulpin, Aleksei

Uterine collagen deposition fluctuates throughout the estrous cycle and provides a scaffold for gland visualization via the SHG-casting method.

子宫胶原蛋白沉积在整个发情周期中波动,并为通过 SHG 铸型法观察腺体提供了支架。

Savolainen Audrey, Nguyen Huy Hoang, Panfilov Egor, Ronkainen Veli-Pekka, Tiulpin Aleksei, Prunskaite-Hyyryläinen Renata

Kellgren-Lawrence grading of knee osteoarthritis using deep learning: Diagnostic performance with external dataset and comparison with four readers

基于深度学习的Kellgren-Lawrence膝骨关节炎分级:使用外部数据集的诊断性能以及与四位阅片者的比较

Vaattovaara, Elias; Panfilov, Egor; Tiulpin, Aleksei; Niinimäki, Tuukka; Niinimäki, Jaakko; Saarakkala, Simo; Nevalainen, Mika T

Deep Learning-based Alignment Measurement in Knee Radiographs

基于深度学习的膝关节X光片对线测量

Hu, Zhisen; Cullen, Dominic; Thompson, Peter; Johnson, David; Bian, Chang; Tiulpin, Aleksei; Cootes, Timothy; Lindner, Claudia

Understanding metric-related pitfalls in image analysis validation

了解图像分析验证中与指标相关的陷阱

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

Metrics reloaded: recommendations for image analysis validation

指标重新加载:图像分析验证建议

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

Clinical Super-Resolution Computed Tomography of Bone Microstructure: Application in Musculoskeletal and Dental Imaging

骨微结构的临床超分辨率计算机断层扫描:在肌肉骨骼和牙科成像中的应用

Rytky, Santeri J O; Tiulpin, Aleksei; Finnilä, Mikko A J; Karhula, Sakari S; Sipola, Annina; Kurttila, Väinö; Valkealahti, Maarit; Lehenkari, Petri; Joukainen, Antti; Kröger, Heikki; Korhonen, Rami K; Saarakkala, Simo; Niinimäki, Jaakko

Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting From Multimodal Data

基于临床启发的多智能体Transformer模型用于从多模态数据预测疾病轨迹

Nguyen, Huy Hoang; Blaschko, Matthew B; Saarakkala, Simo; Tiulpin, Aleksei

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

膝骨关节炎预测(KNOAP2020)挑战赛:一项图像分析挑战赛,旨在利用MRI和X光图像预测新发症状性放射学膝骨关节炎。

Hirvasniemi, J; Runhaar, J; van der Heijden, R A; Zokaeinikoo, M; Yang, M; Li, X; Tan, J; Rajamohan, H R; Zhou, Y; Deniz, C M; Caliva, F; Iriondo, C; Lee, J J; Liu, F; Martinez, A M; Namiri, N; Pedoia, V; Panfilov, E; Bayramoglu, N; Nguyen, H H; Nieminen, M T; Saarakkala, S; Tiulpin, A; Lin, E; Li, A; Li, V; Dam, E B; Chaudhari, A S; Kijowski, R; Bierma-Zeinstra, S; Oei, E H G; Klein, S