Loading…
Loading…
Subject‐Based Transfer Learning in Longitudinal Multiple Sclerosis Lesion Segmentation
Gaj, Sibaji, Thoomukuntla, Bhaskar, Ontaneda, Daniel, Nakamura, Kunio
Published in Journal of neuroimaging (01.01.2025)
Published in Journal of neuroimaging (01.01.2025)
Get full text
Journal Article
Loading…
Ensemble of Deep Convolutional Neural Networks with Monte Carlo Dropout Sampling for Automated Image Segmentation Quality Control and Robust Deep Learning Using Small Datasets
Hann, Evan, Gonzales, Ricardo A., Popescu, Iulia A., Zhang, Qiang, Ferreira, Vanessa M., Piechnik, Stefan K.
Published in Medical Image Understanding and Analysis (2021)
Published in Medical Image Understanding and Analysis (2021)
Get full text
Book Chapter
Loading…
Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach
Duan, Jinming, Bello, Ghalib, Schlemper, Jo, Bai, Wenjia, Dawes, Timothy J. W., Biffi, Carlo, de Marvao, Antonio, Doumoud, Georgia, O'Regan, Declan P., Rueckert, Daniel
Published in IEEE transactions on medical imaging (01.09.2019)
Published in IEEE transactions on medical imaging (01.09.2019)
Get full text
Journal Article
Loading…
A human activity recognition framework in videos using segmented human subject focus
Gupta, Shaurya, Vishwakarma, Dinesh Kumar, Puri, Nitin Kumar
Published in The Visual computer (01.10.2024)
Published in The Visual computer (01.10.2024)
Get full text
Journal Article
Loading…
Loading…
A proof-of-concept study for precise mapping of pigmented basal cell carcinoma in asian skin using multispectral optoacoustic tomography imaging with level set segmentation
Li, Xiuting, Teo, Valerie Xinhui, Kwa, Cheng Yi, Ebrahim Attia, Amalina Binte, Bi, Renzhe, Chuah, Sai Yee, Tan, Melissa Wee Ping, Chia, Hui Yi, Chua, Sze Hon, Lee, Joyce Xiong See, Cheng, Suzanne Wei Na, Dinish, U. S., Thng, Steven Tien Guan, Olivo, Malini
Published in European journal of nuclear medicine and molecular imaging (01.06.2025)
Published in European journal of nuclear medicine and molecular imaging (01.06.2025)
Get full text
Journal Article
Loading…
Autoencoder based self-supervised test-time adaptation for medical image analysis
He, Yufan, Carass, Aaron, Zuo, Lianrui, Dewey, Blake E., Prince, Jerry L.
Published in Medical image analysis (01.08.2021)
Published in Medical image analysis (01.08.2021)
Get full text
Journal Article
Loading…
Harmonizing Pathological and Normal Pixels for Pseudo-Healthy Synthesis
Zhang, Yunlong, Lin, Xin, Zhuang, Yihong, Sun, Liyan, Huang, Yue, Ding, Xinghao, Wang, Guisheng, Yang, Lin, Yu, Yizhou
Published in IEEE transactions on medical imaging (01.09.2022)
Published in IEEE transactions on medical imaging (01.09.2022)
Get full text
Journal Article
Loading…
Loading…
Atlas-ISTN: Joint segmentation, registration and atlas construction with image-and-spatial transformer networks
Sinclair, Matthew, Schuh, Andreas, Hahn, Karl, Petersen, Kersten, Bai, Ying, Batten, James, Schaap, Michiel, Glocker, Ben
Published in Medical image analysis (01.05.2022)
Published in Medical image analysis (01.05.2022)
Get full text
Journal Article
Loading…
Loading…
Loading…
Loading…
Fast Cloud Segmentation Using Convolutional Neural Networks
Drönner, Johannes, Korfhage, Nikolaus, Egli, Sebastian, Mühling, Markus, Thies, Boris, Bendix, Jörg, Freisleben, Bernd, Seeger, Bernhard
Published in Remote sensing (Basel, Switzerland) (01.11.2018)
Published in Remote sensing (Basel, Switzerland) (01.11.2018)
Get full text
Journal Article
Loading…
Predicting semantic segmentation quality in laryngeal endoscopy images
Kist, Andreas M., Razi, Sina, Groh, René, Gritsch, Florian, Schützenberger, Anne
Published in PloS one (03.07.2025)
Published in PloS one (03.07.2025)
Get full text
Journal Article
Loading…
Differentiating normal and COVID subjects using hough transform based measures in comparison with radon transform
Nalijeni, Tejeshwar Reddy, Ramesh, M., Sathish, T.
Published in AIP conference proceedings (07.05.2024)
Published in AIP conference proceedings (07.05.2024)
Get full text
Journal Article
Conference Proceeding
Loading…
A Markov random field image segmentation model for lizard spots
Gómez-Villa, Alexander, Díez-Valencia, Germán, Salazar-Jimenez, Augusto Enrique
Published in Revista Facultad de Ingeniería (01.06.2016)
Published in Revista Facultad de Ingeniería (01.06.2016)
Get full text
Journal Article
Loading…
Fully automated 3D aortic segmentation of 4D flow MRI for hemodynamic analysis using deep learning
Berhane, Haben, Scott, Michael, Elbaz, Mohammed, Jarvis, Kelly, McCarthy, Patrick, Carr, James, Malaisrie, Chris, Avery, Ryan, Barker, Alex J., Robinson, Joshua D., Rigsby, Cynthia K., Markl, Michael
Published in Magnetic resonance in medicine (01.10.2020)
Published in Magnetic resonance in medicine (01.10.2020)
Get full text
Journal Article
Loading…
Quantification of cauda equina nerve root dispersion through radiomics features in weight-bearing MRI in normal subjects and spinal canal stenosis patients
Levi, Riccardo, Battaglia, Massimiliano, Garoli, Federico, Cappellini, Luca Alessandro, De Robertis, Mario, Anselmi, Leonardo, Savini, Giovanni, Riva, Marco, Fornari, Maurizio, Grimaldi, Marco, Politi, Letterio S.
Published in European radiology (01.07.2024)
Published in European radiology (01.07.2024)
Get full text
Journal Article