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@proceedings{DBLP:conf/mlmi-ws/2023-2,
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-45676-3},
doi = {10.1007/978-3-031-45676-3},
isbn = {978-3-031-45675-6},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/2023-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/ButkeHTMOS23,
author = {Joshua Butke and
Noriaki Hashimoto and
Ichiro Takeuchi and
Hiroaki Miyoshi and
Koichi Ohshima and
Jun Sakuma},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Mixing Histopathology Prototypes into Robust Slide-Level Representations
for Cancer Subtyping},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {114--123},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_12},
doi = {10.1007/978-3-031-45676-3\_12},
timestamp = {Wed, 18 Oct 2023 20:03:54 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/ButkeHTMOS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/CollenneIDM23,
author = {Jules Collenne and
Rabah Iguernaissi and
S{\'{e}}verine Dubuisson and
Djamal Merad},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Enhancing Anomaly Detection in Melanoma Diagnosis Through Self-Supervised
Training and Lesion Comparison},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {155--163},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_16},
doi = {10.1007/978-3-031-45676-3\_16},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlmi-ws/CollenneIDM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/DemidovMKK23,
author = {Dmitry Demidov and
Roba Al Majzoub and
Amandeep Kumar and
Fahad Shahbaz Khan},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Distilling Local Texture Features for Colorectal Tissue Classification
in Low Data Regimes},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {357--366},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_36},
doi = {10.1007/978-3-031-45676-3\_36},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/DemidovMKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/DengWMXC23,
author = {Kehao Deng and
Bin Wang and
Shanshan Ma and
Zhong Xue and
Xiaohuan Cao},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {A Bone Lesion Identification Network {(BLIN)} in {CT} Images with
Weakly Supervised Learning},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {243--252},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_25},
doi = {10.1007/978-3-031-45676-3\_25},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/DengWMXC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/DubeyKKE23,
author = {Shikha Dubey and
Tushar Kataria and
Beatrice Knudsen and
Shireen Y. Elhabian},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Structural Cycle {GAN} for Virtual Immunohistochemistry Staining of
Gland Markers in the Colon},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {447--456},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_45},
doi = {10.1007/978-3-031-45676-3\_45},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/DubeyKKE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/FischerNSXAUMBGKNM23,
author = {Maximilian Fischer and
Peter Neher and
Peter J. Sch{\"{u}}ffler and
Shuhan Xiao and
Silvia Dias Almeida and
Constantin Ulrich and
Alexander Muckenhuber and
Rickmer Braren and
Michael G{\"{o}}tz and
Jens Kleesiek and
Marco Nolden and
Klaus H. Maier{-}Hein},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression
via Deep Learning},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {427--436},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_43},
doi = {10.1007/978-3-031-45676-3\_43},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/FischerNSXAUMBGKNM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/GadewarZSRGTTNJ23,
author = {Shruti Prashant Gadewar and
Alyssa H. Zhu and
Sunanda Somu and
Abhinaav Ramesh and
Iyad Ba Gari and
Sophia I. Thomopoulos and
Paul M. Thompson and
Talia M. Nir and
Neda Jahanshad},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Normative Aging for an Individual's Full Brain {MRI} Using Style GANs
to Detect Localized Neurodegeneration},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {387--395},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_39},
doi = {10.1007/978-3-031-45676-3\_39},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/GadewarZSRGTTNJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/GhileaR23,
author = {Ramona Ghilea and
Islem Rekik},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Replica-Based Federated Learning with Heterogeneous Architectures
for Graph Super-Resolution},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {273--282},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_28},
doi = {10.1007/978-3-031-45676-3\_28},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/GhileaR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/GianchandaniOMS23,
author = {Neha Gianchandani and
Johanna Ospel and
M. Ethan MacDonald and
Roberto Souza},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {A Multitask Deep Learning Model for Voxel-Level Brain Age Estimation},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {283--292},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_29},
doi = {10.1007/978-3-031-45676-3\_29},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/GianchandaniOMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/HanZZLYL23,
author = {Kangfu Han and
Fenqiang Zhao and
Dajiang Zhu and
Tianming Liu and
Feng Yang and
Gang Li},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Towards Unified Modality Understanding for Alzheimer's Disease Diagnosis
Using Incomplete Multi-modality Data},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {184--193},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_19},
doi = {10.1007/978-3-031-45676-3\_19},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlmi-ws/HanZZLYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/HuoLOGOS23,
author = {Jiayu Huo and
Yang Liu and
Xi Ouyang and
Alejandro Granados and
S{\'{e}}bastien Ourselin and
Rachel Sparks},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {ARHNet: Adaptive Region Harmonization for Lesion-Aware Augmentation
to Improve Segmentation Performance},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {377--386},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_38},
doi = {10.1007/978-3-031-45676-3\_38},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlmi-ws/HuoLOGOS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/JunayedN23,
author = {Masum Shah Junayed and
Sheida Nabavi},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {A Scaled Denoising Attention-Based Transformer for Breast Cancer Detection
and Classification},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {346--356},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_35},
doi = {10.1007/978-3-031-45676-3\_35},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/JunayedN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/KhaderKHNKST23,
author = {Firas Khader and
Jakob Nikolas Kather and
Tianyu Han and
Sven Nebelung and
Christiane Kuhl and
Johannes Stegmaier and
Daniel Truhn},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image
Classification Using Transformers},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {417--426},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_42},
doi = {10.1007/978-3-031-45676-3\_42},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/KhaderKHNKST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/LeibyLCK23,
author = {Jacob S. Leiby and
Matthew E. Lee and
Eun Kyung Choe and
Dokyoon Kim},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Data-Driven Classification of Fatty Liver From 3D Unenhanced Abdominal
{CT} Scans},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {264--272},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_27},
doi = {10.1007/978-3-031-45676-3\_27},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/LeibyLCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/LiZWLHCT23,
author = {Sirui Li and
Fuheng Zhang and
Tianyunxi Wei and
Li Lin and
Yijin Huang and
Pujin Cheng and
Xiaoying Tang},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {CCMix: Curriculum of Class-Wise Mixup for Long-Tailed Medical Image
Classification},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {303--313},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_31},
doi = {10.1007/978-3-031-45676-3\_31},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/LiZWLHCT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/LiuAHZ23,
author = {Xixi Liu and
Jennifer Alv{\'{e}}n and
Ida H{\"{a}}ggstr{\"{o}}m and
Christopher Zach},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Deep Nearest Neighbors for Anomaly Detection in Chest X-Rays},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {293--302},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_30},
doi = {10.1007/978-3-031-45676-3\_30},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlmi-ws/LiuAHZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/LiuPYXHZSFGS23,
author = {Feihong Liu and
Yongsheng Pan and
Junwei Yang and
Fang Xie and
Xiaowei He and
Han Zhang and
Feng Shi and
Jun Feng and
Qihao Guo and
Dinggang Shen},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Identifying Alzheimer's Disease-Induced Topology Alterations in Structural
Networks Using Convolutional Neural Networks},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {33--42},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_4},
doi = {10.1007/978-3-031-45676-3\_4},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/LiuPYXHZSFGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/MahmoodWKY23,
author = {Razi Mahmood and
Ge Wang and
Mannudeep K. Kalra and
Pingkun Yan},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Fact-Checking of AI-Generated Reports},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {214--223},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_22},
doi = {10.1007/978-3-031-45676-3\_22},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/MahmoodWKY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/MokhtariATAL23,
author = {Masoud Mokhtari and
Neda Ahmadi and
Teresa S. M. Tsang and
Purang Abolmaesumi and
Renjie Liao},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {GEMTrans: {A} General, Echocardiography-Based, Multi-level Transformer
Framework for Cardiovascular Diagnosis},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {1--10},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_1},
doi = {10.1007/978-3-031-45676-3\_1},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/MokhtariATAL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/MurilloSG23,
author = {Santiago Posso Murillo and
Oscar Skean and
Luis G. S{\'{a}}nchez Giraldo},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Non-uniform Sampling-Based Breast Cancer Classification},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {335--345},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_34},
doi = {10.1007/978-3-031-45676-3\_34},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlmi-ws/MurilloSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/NguyenCMC23,
author = {Huy{-}Dung Nguyen and
Micha{\"{e}}l Cl{\'{e}}ment and
Boris Mansencal and
Pierrick Coup{\'{e}}},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {3D Transformer Based on Deformable Patch Location for Differential
Diagnosis Between Alzheimer's Disease and Frontotemporal Dementia},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {53--63},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_6},
doi = {10.1007/978-3-031-45676-3\_6},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlmi-ws/NguyenCMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/PochetMT23,
author = {Etienne Pochet and
Rami Maroun and
Roger Trullo},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {RoFormer for Position Aware Multiple Instance Learning in Whole Slide
Image Classification},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {437--446},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_44},
doi = {10.1007/978-3-031-45676-3\_44},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/PochetMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/QiuRX23,
author = {Zirui Qiu and
Hassan Rivaz and
Yiming Xiao},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Is Visual Explanation with Grad-CAM More Reliable for Deeper Neural
Networks? {A} Case Study with Automatic Pneumothorax Diagnosis},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {224--233},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_23},
doi = {10.1007/978-3-031-45676-3\_23},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/QiuRX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/ShenGWHLZJU23,
author = {Yiqing Shen and
Pengfei Guo and
Jingpu Wu and
Qianqi Huang and
Nhat Le and
Jinyuan Zhou and
Shanshan Jiang and
Mathias Unberath},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {MoViT: Memorizing Vision Transformers for Medical Image Analysis},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {205--213},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_21},
doi = {10.1007/978-3-031-45676-3\_21},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/ShenGWHLZJU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/SunLQDSL23,
author = {Yunlong Sun and
Yiyao Liu and
Junlong Qu and
Xiang Dong and
Xuegang Song and
Baiying Lei},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {{COVID-19} Diagnosis Based on Swin Transformer Model with Demographic
Information Fusion and Enhanced Multi-head Attention Mechanism},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {194--204},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_20},
doi = {10.1007/978-3-031-45676-3\_20},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/SunLQDSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/TamhaneDSBPM23,
author = {Aniruddha Tamhane and
Daniel Dobkin and
Ore Shtalrid and
Moshe Bouhnik and
Erez Posner and
Tse'ela Mida},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Consistency Loss for Improved Colonoscopy Landmark Detection with
Vision Transformers},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {124--133},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_13},
doi = {10.1007/978-3-031-45676-3\_13},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/TamhaneDSBPM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/TanX23,
author = {Yuwen Tan and
Xiang Xiang},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Boundary-Constrained Graph Network for Tooth Segmentation on 3D Dental
Surfaces},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {94--103},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_10},
doi = {10.1007/978-3-031-45676-3\_10},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlmi-ws/TanX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/TaoHLLGCGTZHZYSZ23,
author = {Tianli Tao and
Jiawei Huang and
Feihong Liu and
Mianxin Liu and
Liang{-}hu Guo and
Xinyi Cai and
Zhuoyang Gu and
Haifeng Tang and
Rui Zhou and
Siyan Han and
Lixuan Zhu and
Qing Yang and
Dinggang Shen and
Han Zhang},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Regionalized Infant Brain Cortical Development Based on Multi-view,
High-Level fMRI Fingerprint},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {467--475},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_47},
doi = {10.1007/978-3-031-45676-3\_47},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/TaoHLLGCGTZHZYSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/TianPLWCLSVWC23,
author = {Yu Tian and
Guansong Pang and
Yuyuan Liu and
Chong Wang and
Yuanhong Chen and
Fengbei Liu and
Rajvinder Singh and
Johan W. Verjans and
Mengyu Wang and
Gustavo Carneiro},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Unsupervised Anomaly Detection in Medical Images with a Memory-Augmented
Multi-level Cross-Attentional Masked Autoencoder},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {11--21},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_2},
doi = {10.1007/978-3-031-45676-3\_2},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlmi-ws/TianPLWCLSVWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/TongZTHSMRS23,
author = {Boning Tong and
Zhuoping Zhou and
Davoud Ataee Tarzanagh and
Bojian Hou and
Andrew J. Saykin and
Jason H. Moore and
Marylyn D. Ritchie and
Li Shen},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Class-Balanced Deep Learning with Adaptive Vector Scaling Loss for
Dementia Stage Detection},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {144--154},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_15},
doi = {10.1007/978-3-031-45676-3\_15},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/TongZTHSMRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/TruongNLNN23,
author = {Thai Ngoc Toan Truong and
Huy T. Nguyen and
Thinh B. Lam and
Duy V. M. Nguyen and
Phuc H. Nguyen},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Delving into Ipsilateral Mammogram Assessment Under Multi-view Network},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {367--376},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_37},
doi = {10.1007/978-3-031-45676-3\_37},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlmi-ws/TruongNLNN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/VadoriPGFCG23,
author = {Valentina Vadori and
Antonella Peruffo and
Jean{-}Marie Gra{\"{\i}}c and
Livio Finos and
Livio Corain and
Enrico Grisan},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {{NCIS:} Deep Color Gradient Maps Regression and Three-Class Pixel
Classification for Enhanced Neuronal Cell Instance Segmentation in
Nissl-Stained Histological Images},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {457--466},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_46},
doi = {10.1007/978-3-031-45676-3\_46},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlmi-ws/VadoriPGFCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/VilourasLSOT23,
author = {Konstantinos Vilouras and
Xiao Liu and
Pedro Sanchez and
Alison Q. O'Neil and
Sotirios A. Tsaftaris},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Group Distributionally Robust Knowledge Distillation},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {234--242},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_24},
doi = {10.1007/978-3-031-45676-3\_24},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/VilourasLSOT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/WagnerLSK23,
author = {Felix Wagner and
Zeju Li and
Pramit Saha and
Konstantinos Kamnitsas},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Post-Deployment Adaptation with Access to Source Data via Federated
Learning and Source-Target Remote Gradient Alignment},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {253--263},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_26},
doi = {10.1007/978-3-031-45676-3\_26},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlmi-ws/WagnerLSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/WangWWMQL23,
author = {Linmin Wang and
Qianqian Wang and
Xiaochuan Wang and
Yunling Ma and
Lishan Qiao and
Mingxia Liu},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Triplet Learning for Chest X-Ray Image Search in Automated {COVID-19}
Analysis},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {407--416},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_41},
doi = {10.1007/978-3-031-45676-3\_41},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/WangWWMQL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/WernerGRNB23,
author = {Julia Werner and
Christoph Gerum and
Moritz Reiber and
J{\"{o}}rg Nick and
Oliver Bringmann},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Precise Localization Within the {GI} Tract by Combining Classification
of CNNs and Time-Series Analysis of HMMs},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {174--183},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_18},
doi = {10.1007/978-3-031-45676-3\_18},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/WernerGRNB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/WuTQDSWX23,
author = {Qingxia Wu and
Hongna Tan and
Zhi Qiao and
Pei Dong and
Dinggang Shen and
Meiyun Wang and
Zhong Xue},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Cross-view Contrastive Mutual Learning Across Masked Autoencoders
for Mammography Diagnosis},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {74--83},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_8},
doi = {10.1007/978-3-031-45676-3\_8},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/WuTQDSWX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/YangDL23,
author = {Erkun Yang and
Cheng Deng and
Mingxia Liu},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Deep Bayesian Quantization for Supervised Neuroimage Search},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {396--406},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_40},
doi = {10.1007/978-3-031-45676-3\_40},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/YangDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/YaoZDKVABSBKMGYTWSB23,
author = {Lanhong Yao and
Zheyuan Zhang and
Ugur Demir and
Elif Keles and
Camila Vendrami and
Emil Agarunov and
Candice W. Bolan and
Ivo Schoots and
Marc Bruno and
Rajesh Keswani and
Frank Miller and
Tamas Gonda and
Cemal Yazici and
Temel Tirkes and
Michael B. Wallace and
Concetto Spampinato and
Ulas Bagci},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Radiomics Boosts Deep Learning Model for {IPMN} Classification},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {134--143},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_14},
doi = {10.1007/978-3-031-45676-3\_14},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/YaoZDKVABSBKMGYTWSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/ZabihiTILCBBCS23,
author = {Mariam Zabihi and
Chayanin Tangwiriyasakul and
Silvia Ingala and
Luigi Lorenzini and
Robin Camarasa and
Frederik Barkhof and
Marleen de Bruijne and
M. Jorge Cardoso and
Carole H. Sudre},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Leveraging Ellipsoid Bounding Shapes and Fast {R-CNN} for Enlarged
Perivascular Spaces Detection and Segmentation},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {325--334},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_33},
doi = {10.1007/978-3-031-45676-3\_33},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/ZabihiTILCBBCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/ZeghlacheCDLBTMCBQL23,
author = {Rachid Zeghlache and
Pierre{-}Henri Conze and
Mostafa El Habib Daho and
Yihao Li and
Hugo Le Boit{\'{e}} and
Ramin Tadayoni and
Pascale Massin and
B{\'{e}}atrice Cochener and
Ikram Brahim and
Gwenol{\'{e}} Quellec and
Mathieu Lamard},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {{LMT:} Longitudinal Mixing Training, a Framework to Predict Disease
Progression from a Single Image},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {22--32},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_3},
doi = {10.1007/978-3-031-45676-3\_3},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/ZeghlacheCDLBTMCBQL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/ZhangLWLHCT23,
author = {Fuheng Zhang and
Sirui Li and
Tianyunxi Wei and
Li Lin and
Yijin Huang and
Pujin Cheng and
Xiaoying Tang},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {{MEDKD:} Enhancing Medical Image Classification with Multiple Expert
Decoupled Knowledge Distillation for Long-Tail Data},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {314--324},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_32},
doi = {10.1007/978-3-031-45676-3\_32},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/ZhangLWLHCT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/ZhangWWQL23,
author = {Junhao Zhang and
Xiaochuan Wang and
Qianqian Wang and
Lishan Qiao and
Mingxia Liu},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Specificity-Aware Federated Graph Learning for Brain Disorder Analysis
with Functional {MRI}},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {43--52},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_5},
doi = {10.1007/978-3-031-45676-3\_5},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/ZhangWWQL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/ZhaoMCZXSS23,
author = {Lei Zhao and
Lei Ma and
Zhiming Cui and
Jie Zheng and
Zhong Xue and
Feng Shi and
Dinggang Shen},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {FAST-Net: {A} Coarse-to-fine Pyramid Network for Face-Skull Transformation},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {104--113},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_11},
doi = {10.1007/978-3-031-45676-3\_11},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/ZhaoMCZXSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/ZhaoPSGLXZYGSS23,
author = {Nan Zhao and
Yongsheng Pan and
Kaicong Sun and
Yuning Gu and
Mianxin Liu and
Zhong Xue and
Han Zhang and
Qing Yang and
Fei Gao and
Feng Shi and
Dinggang Shen},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Modeling Life-Span Brain Age from Large-Scale Dataset Based on Multi-level
Information Fusion},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {84--93},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_9},
doi = {10.1007/978-3-031-45676-3\_9},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/ZhaoPSGLXZYGSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/ZhengMC23,
author = {Kaizhong Zheng and
Bin Ma and
Badong Chen},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {DynBrainGNN: Towards Spatio-Temporal Interpretable Graph Neural Network
Based on Dynamic Brain Connectome for Psychiatric Diagnosis},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {164--173},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_17},
doi = {10.1007/978-3-031-45676-3\_17},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/ZhengMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/ZhouSL23,
author = {Ziyu Zhou and
Wenyuan Shen and
Chang Liu},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Consisaug: {A} Consistency-Based Augmentation for Polyp Detection
in Endoscopy Image Analysis},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {64--73},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_7},
doi = {10.1007/978-3-031-45676-3\_7},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/ZhouSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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