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Guanghui Fu
Guanghui Fu
Sorbonne University, Institut du Cerveau-Paris Brain Institute, ARAMIS Lab
Verified email at icm-institute.org
Title
Cited by
Cited by
Year
Attention-based full slice brain CT image diagnosis with explanations
G Fu, J Li, R Wang, Y Ma, Y Chen
Neurocomputing 452, 263-274, 2021
152021
An unsupervised domain adaptation brain CT segmentation method across image modalities and diseases
D Dong, G Fu, J Li, Y Pei, Y Chen
Expert Systems with Applications 207, 118016, 2022
142022
Distant supervision for mental health management in social media: suicide risk classification system development study
G Fu, C Song, J Li, Y Ma, P Chen, R Wang, BX Yang, Z Huang
Journal of medical internet research 23 (8), e26119, 2021
132021
A multi-label classification model for full slice brain computerised tomography image
J Li, G Fu, Y Chen, P Li, B Liu, Y Pei, H Feng
BMC bioinformatics 21, 1-18, 2020
132020
Enhancing psychological counseling with large language model: A multifaceted decision-support system for non-professionals
G Fu, Q Zhao, J Li, D Luo, C Song, W Zhai, S Liu, F Wang, Y Wang, ...
arXiv preprint arXiv:2308.15192, 2023
122023
Characteristics of high suicide risk messages from users of a social network—sina weibo “tree hole”
BX Yang, P Chen, XY Li, F Yang, Z Huang, G Fu, D Luo, XQ Wang, W Li, ...
Frontiers in psychiatry 13, 789504, 2022
102022
Towards a psychological generalist ai: A survey of current applications of large language models and future prospects
T He, G Fu, Y Yu, F Wang, J Li, Q Zhao, C Song, H Qi, D Luo, H Zou, ...
arXiv preprint arXiv:2312.04578, 2023
82023
Evaluating the efficacy of supervised learning vs large language models for identifying cognitive distortions and suicidal risks in chinese social media
H Qi, Q Zhao, C Song, W Zhai, D Luo, S Liu, YJ Yu, F Wang, H Zou, ...
arXiv preprint arXiv:2309.03564, 2023
52023
Diagnosis after zooming in: A multilabel classification model by imitating doctor reading habits to diagnose brain diseases
R Wang, G Fu, J Li, Y Pei
Medical physics 49 (11), 7054-7070, 2022
52022
Classification and recognition of computed tomography images using image reconstruction and information fusion methods
P Li, J Li, Y Chen, Y Pei, G Fu, H Xie
The Journal of Supercomputing 77, 2645-2666, 2021
52021
An Explainable Multi-Instance Multi-Label Classification Model for Full Slice Brain CT Images
C Song, G Fu, J Li, Y Pei
IFAC-PapersOnLine 53 (5), 780-785, 2020
42020
Me-NDT: Neural-backed Decision Tree for Visual Explainability of Deep Medical Models
FU Guanghui, R Wang, J Li, M Vakalopoulou, V Kalogeiton
Medical Imaging with Deep Learning 2021, 2021
32021
Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis
W Zhai, H Qi, Q Zhao, J Li, Z Wang, H Wang, BX Yang, G Fu
arXiv preprint arXiv:2402.09151, 2024
22024
Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media
H Qi, Q Zhao, J Li, C Song, W Zhai, L Dan, S Liu, YJ Yu, F Wang, H Zou, ...
22023
Introducing soft topology constraints in deep learning-based segmentation using projected pooling loss
G Fu, R El Jurdi, L Chougar, D Dormont, R Valabregue, S Lehéricy, ...
Medical Imaging 2023: Image Processing 12464, 351-356, 2023
22023
Border irregularity loss for automated segmentation of primary brain lymphomas on post-contrast MRI
R El Jurdi, L Nichelli, A Alentorn, G Vaillant, G Fu, K Hoang-Xuan, ...
SPIE Medical Imaging 2024, 2024
12024
Correction: Distant supervision for mental health management in social media: suicide risk classification system development study
G Fu, C Song, J Li, Y Ma, P Chen, R Wang, BX Yang, Z Huang
Journal of medical internet research 23 (9), e33229-e33229, 2021
12021
SOS-1K: A Fine-grained Suicide Risk Classification Dataset for Chinese Social Media Analysis
H Qi, H Liu, J Li, Q Zhao, W Zhai, D Luo, TY He, S Liu, BX Yang, G Fu
arXiv preprint arXiv:2404.12659, 2024
2024
AI-Enhanced Cognitive Behavioral Therapy: Deep Learning and Large Language Models for Extracting Cognitive Pathways from Social Media Texts
M Jiang, YJ Yu, Q Zhao, J Li, C Song, H Qi, W Zhai, D Luo, X Wang, G Fu, ...
arXiv preprint arXiv:2404.11449, 2024
2024
The intriguing effect of frequency disentangled learning on medical image segmentation
G Fu, G Jimenez, S Loizillon, L Chougar, D Dormont, R Valabregue, ...
Medical Imaging 2024: Image Processing 12926, 366-373, 2024
2024
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