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Publication search results
found 155 matches
- 2024
- Christine Fernandez-Maloigne:
AI and High Field MRI for Neurodegenerative Diseases. IMPROVE 2024: 7 - 2023
- Lobna Fezai, Thierry Urruty, Pascal Bourdon, Christine Fernandez-Maloigne:
Deep anonymization of medical imaging. Multim. Tools Appl. 82(6): 9533-9547 (2023) - 2022
- Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Adrien Julian, Christine Fernandez-Maloigne, Rémy Guillevin:
Attention-guided neural network for early dementia detection using MRS data. Comput. Medical Imaging Graph. 99: 102074 (2022) - Matthieu Coupet, Thierry Urruty, Teerapong Leelanupab, Mathieu Naudin, Pascal Bourdon, Christine Fernandez-Maloigne, Rémy Guillevin:
A multi-sequences MRI deep framework study applied to glioma classfication. Multim. Tools Appl. 81(10): 13563-13591 (2022) - Guang Yang, Arvind Rao, Christine Fernandez-Maloigne, Vince D. Calhoun, Gloria Menegaz:
Explainable AI (XAI) In Biomedical Signal and Image Processing: Promises and Challenges. ICIP 2022: 1531-1535 - Safaa Azzakhnini, Olfa Ben Ahmed, Christine Fernandez-Maloigne:
Video Memorability Prediction using Deep Features and Loss-based Memorability Distribution Estimation. MediaEval 2022 - Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Christine Fernandez-Maloigne, Rémy Guillevin:
MISS-Net: Multi-view Contrastive Transformer Network for MCI Stages Prediction Using Brain 18F-FDG PET Imaging. PRIME@MICCAI 2022: 79-90 - Achraf Ouahab, Olfa Ben Ahmed, Christine Fernandez-Maloigne:
A Self-attentive Meta-learning Approach for Image-Based Few-Shot Disease Detection. REMIA@MICCAI 2022: 115-125 - Guang Yang, Arvind Rao, Christine Fernandez-Maloigne, Vince D. Calhoun, Gloria Menegaz:
Explainable AI (XAI) in Biomedical Signal and Image Processing: Promises and Challenges. CoRR abs/2207.04295 (2022) - 2021
- Israa Alnazer, Pascal Bourdon, Thierry Urruty, Omar Falou, Mohamad Khalil, Ahmad Shahin, Christine Fernandez-Maloigne:
Recent advances in medical image processing for the evaluation of chronic kidney disease. Medical Image Anal. 69: 101960 (2021) - Rui Jian Chu, Noël Richard, Hermine Chatoux, Christine Fernandez-Maloigne, Jon Yngve Hardeberg:
Hyperspectral Texture Metrology Based on Joint Probability of Spectral and Spatial Distribution. IEEE Trans. Image Process. 30: 4341-4356 (2021) - Hajer Essefi, Olfa Ben Ahmed, Christel Bidet-Ildei, Yannick Blandin, Christine Fernandez-Maloigne:
TWIN-GRU: Twin Stream GRU Network for Action Recognition from RGB Video. ICAART (2) 2021: 351-359 - Rui Jian Chu, Noël Richard, Hermine Chatoux, Christine Fernandez-Maloigne, Jon Yngve Hardeberg:
Ghost: Gradient Histogram of Spectral Texture. WHISPERS 2021: 1-5 - Pascal Bourdon, Olfa Ben Ahmed, Thierry Urruty, Khalifa Djemal, Christine Fernandez-Maloigne:
Explainable AI for Medical Imaging: Knowledge Matters. Multi-faceted Deep Learning 2021: 267-292 - 2020
- Alexandre Fenneteau, Pascal Bourdon, David Helbert, Christine Fernandez-Maloigne, Christophe Habas, Rémy Guillevin:
Learning a CNN on multiple sclerosis lesion segmentation with self-supervision. 3DMDP 2020 - Matthieu Coupet, Thierry Urruty, Teerapong Leelanupab, Mathieu Naudin, Pascal Bourdon, Christine Fernandez-Maloigne, Rémy Guillevin:
An Empirical Study of Deep Neural Networks for Glioma Detection from MRI Sequences. ICONIP (1) 2020: 113-125 - Hermine Chatoux, Noël Richard, Hela Jebali, François Lecellier, Christine Fernandez-Maloigne:
A way to Calibrate a Colour Texture Feature. CIC 2020: 150-155 - Paul Dequidt, Pascal Bourdon, Benoit Tremblais, Carole Guillevin, Benoit Gianelli, Claire Boutet, Jean-Philippe Cottier, Jean-Noël Vallée, Christine Fernandez-Maloigne, Rémy Guillevin:
Assigning a new glioma grade label ground-truth for the BraTS dataset using radiologic criteria. IPTA 2020: 1-6 - Saifeddine Rjiba, Thierry Urruty, Pascal Bourdon, Christine Fernandez-Maloigne, Roger Delepaule, Luc-Philippe Christiaens, Rémy Guillevin:
CenterlineNet: Automatic Coronary Artery Centerline Extraction for Computed Tomographic Angiographic Images Using Convolutional Neural Network Architectures. IPTA 2020: 1-6 - Olfa Ben Ahmed, Seifeddine Fezzani, Carole Guillevin, Lobna Fezai, Mathieu Naudin, Benoit Gianelli, Christine Fernandez-Maloigne:
DeepMRS: An End-to-End Deep Neural Network for Dementia Disease Detection using MRS Data. ISBI 2020: 1459-1463 - 2019
- Yu Fan, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh, Christine Fernandez-Maloigne:
A Survey of Stereoscopic 3D Just Noticeable Difference Models. IEEE Access 7: 8621-8645 (2019) - Olfa Ben Ahmed, Thierry Urruty, Noël Richard, Christine Fernandez-Maloigne:
Toward Content-Based Hyperspectral Remote Sensing Image Retrieval (CB-HRSIR): A Preliminary Study Based on Spectral Sensitivity Functions. Remote. Sens. 11(5): 600 (2019) - Hermine Chatoux, Noël Richard, François Lecellier, Christine Fernandez-Maloigne:
Full-Vector Gradient for Multi-Spectral or Multivariate Images. IEEE Trans. Image Process. 28(5): 2228-2241 (2019) - Yu Fan, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh, Christine Fernandez-Maloigne:
Just Noticeable Difference Model for Asymmetrically Distorted Stereoscopic Images. ICASSP 2019: 2277-2281 - Christophe Charrier, Abdelhakim Saadane, Christine Fernandez-Maloigne:
Blind Image Quality Assessment Based on the Use of Saliency Maps and a Multivariate Gaussian Distribution. ICIAP (2) 2019: 137-147 - Rui Jian Chu, Noël Richard, Christine Fernandez-Maloigne, Jon Yngve Hardeberg:
A Metrological Measurement of Texture in Hyperspectral Images Using Relocated Spectral Difference Occurrence Matrix. ICIP 2019: 3133-3137 - Rui Jian Chu, Noël Richard, Christine Fernandez-Maloigne, Jon Yngve Hardeberg:
Relative Spectral Difference Occurrence Matrix: A Metrological Spectral-Spatial Feature for Hyperspectral Texture Analysis. CIC 2019: 386-392 - Boubacar Diallo, Thierry Urruty, Pascal Bourdon, Christine Fernandez-Maloigne:
Improving Robustness of Image Tampering Detection for Compression. MMM (1) 2019: 387-398 - Rui Jian Chu, Noël Richard, Faouzi Ghorbel, Christine Fernandez-Maloigne, Jon Yngve Hardeberg:
A Metrological Framework For Hyperspectral Texture Analysis Using Relative Spectral Difference Occurrence Matrix. WHISPERS 2019: 1-5 - 2018
- Hilda Deborah, Noël Richard, Jon Yngve Hardeberg, Christine Fernandez-Maloigne:
Assessment Protocols and Comparison of Ordering Relations for Spectral Image Processing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(4): 1253-1265 (2018)
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