Tiulpin, Aleksei

1. Common Limitations of Image Processing Metrics:A Picture Story
   2021/04/12 by Annika Reinke, Reinke, Annika, Minu D. Tizabi +124 · 8 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
2. DGC-Net: Dense Geometric Correspondence Network
   2018/10/19 by Iaroslav Melekhov, Aleksei Tiulpin, Melekhov, Iaroslav +9 · 4 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
3. Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs using Deep Convolutional Neural Networks
   2019/07/18 by Tiulpin, Aleksei, Saarakkala, Simo · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
4. KNEEL: Knee Anatomical Landmark Localization Using Hourglass Networks
   2019/07/29 by Tiulpin, Aleksei, Melekhov, Iaroslav, Saarakkala, Simo · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep\n Learning-Based Approach
   2017/10/29 by Aleksei Tiulpin, Jérôme Thevenot, Tiulpin, Aleksei +7 · 2 citations
   Medicine · #Osteoarthritis Treatment and Mechanisms #Rheumatoid Arthritis Research and Therapies #Musculoskeletal synovial abnormalities and treatments
6. Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised\n Knee Osteoarthritis Severity Grading from Plain Radiographs
   2020/01/01 by Huy Hoang Nguyen, Nguyen, Huy Hoang, Simo Saarakkala +5 · 2 citations
   Medicine · #Bone and Joint Diseases #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Osteoarthritis Treatment and Mechanisms #Rheumatoid Arthritis Research and Therapies #Total Knee Arthroplasty Outcomes #electronic engineering #information engineering
7. Targeted Active Learning for Bayesian Decision-Making
   2021/06/08 by Louis Filstroff, Iiris Sundin, Filstroff, Louis +9 · 2 citations
   Computer Science · Decision Sciences · #Advanced Statistical Process Monitoring #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
8. LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation
   2024/08/26 by Trung Dinh Quoc Dang, Dang, Trung Dinh Quoc, Huy Hoang Nguyen +3 · 3 citations
   Computer Science · #Medical Image Segmentation Techniques
9. A novel method for automatic localization of joint area on knee plain radiographs
   2017/01/31 by Tiulpin, Aleksei, Thevenot, Jérôme, Rahtu, Esa +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. Consistent and Asymptotically Unbiased Estimation of Proper Calibration Errors
    2023/12/14 by Popordanoska, Teodora, Gruber, Sebastian G., Tiulpin, Aleksei +2 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
11. A Stronger Baseline For Automatic Pfirrmann Grading Of Lumbar Spine MRI Using Deep Learning
    2022/10/26 by Narasimharao Kowlagi, Kowlagi, Narasimharao, Terence McSweeney +10 · 1 citation
    Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Musculoskeletal pain and rehabilitation #Spine and Intervertebral Disc Pathology #electronic engineering #information engineering
12. SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression
    2024/05/27 by Trung Dang, Huy Hoang Nguyen, Dang, Trung +3 · 1 citation
    Computer Science · Engineering · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis