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- ArticleOctober 2024
M2Fusion: Multi-time Multimodal Fusion for Prediction of Pathological Complete Response in Breast Cancer
Medical Image Computing and Computer Assisted Intervention – MICCAI 2024Pages 458–468https://doi.org/10.1007/978-3-031-72086-4_43AbstractAccurate identification of patients who achieve pathological complete response (pCR) after neoadjuvant chemotherapy (NAC) is critical before surgery for guiding customized treatment regimens and assessing prognosis in breast cancer. However, ...
- research-articleNovember 2024
Noninvasive and fast method of calculation for instantaneous wave-free ratio based on haemodynamics and deep learning
Computer Methods and Programs in Biomedicine (CBIO), Volume 255, Issue Chttps://doi.org/10.1016/j.cmpb.2024.108355Highlights- Dual-center clinical data of the myocardial ischemia and other haemodynamic indicators of 186 patients was collected in this study. The amount of data is sufficient.
- A simplified coronary stenosis-microcirculation resistance single-...
Instantaneous wave-free ratio (iFR) is a new invasive indicator of myocardial ischaemia, and its diagnostic performance is as good as the “gold standard” of myocardial ischaemia diagnosis: fractional flow reserve (FFR). ...
- research-articleOctober 2024
SEDCPT: A secure and efficient Dynamic Searchable Encryption scheme with cluster padding assisted by TEE
Journal of Systems Architecture: the EUROMICRO Journal (JOSA), Volume 154, Issue Chttps://doi.org/10.1016/j.sysarc.2024.103221AbstractDynamic Searchable Symmetric Encryption (DSSE), which enables users to search and update encrypted data on an untrusted server without decryption, is a proven method when dealing with availability issues for outsourced data. However, the existing ...
- ArticleJune 2024
Revisiting Anonymity in Post-quantum Public Key Encryption
AbstractThis paper revisits the anonymity of post-quantum public key encryption in the presence of CCA attacks (ANO-CCA). Specifically, we demonstrate the anonymity of key encapsulation mechanisms (KEMs) obtained from Fujisaki-Okamoto (FO) transformations ...
- research-articleJuly 2024
Deep-learning-based real-time individualization for reduce-order haemodynamic model
Computers in Biology and Medicine (CBIM), Volume 174, Issue Chttps://doi.org/10.1016/j.compbiomed.2024.108476AbstractThe reduced-order lumped parameter model (LPM) has great computational efficiency in real-time numerical simulations of haemodynamics but is limited by the accuracy of patient-specific computation. This study proposed a method to achieve the ...
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Highlights- Clinical data of 323 individuals was collected from two medical centres.
- DPNN was developed to individualize the lumped parameter model in real-time.
- The effectiveness of DPNN were verified by clinical data.
- Inefficient ...
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- research-articleApril 2024
A comprehensive approach to prediction of fractional flow reserve from deep-learning-augmented model
Computers in Biology and Medicine (CBIM), Volume 169, Issue Chttps://doi.org/10.1016/j.compbiomed.2024.107967AbstractThe underuse of invasive fractional flow reserve (FFR) in clinical practice has motivated research towards non-invasive prediction of FFR. Although the non-invasive derivation of FFR (FFRCT) using computational fluid dynamics (CFD) principles has ...
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Highlights- Developed a cascade data-drive and physical-based neural networks estimation of FFR.
- The cascade networks include coronary geometric features and physical information.
- The diagnostic accuracy of DL-FFRCT was not inferior to FFRCT.
- research-articleApril 2024
Non-invasive fractional flow reserve derived from reduced-order coronary model and machine learning prediction of stenosis flow resistance
- Yili Feng,
- Ruisen Fu,
- Hao Sun,
- Xue Wang,
- Yang Yang,
- Chuanqi Wen,
- Yaodong Hao,
- Yutong Sun,
- Bao Li,
- Na Li,
- Haisheng Yang,
- Quansheng Feng,
- Jian Liu,
- Zhuo Liu,
- Liyuan Zhang,
- Youjun Liu
Artificial Intelligence in Medicine (AIIM), Volume 147, Issue Chttps://doi.org/10.1016/j.artmed.2023.102744Abstract Background and objectiveRecently, computational fluid dynamics enables the non-invasive calculation of fractional flow reserve (FFR) based on 3D coronary model, but it is time-consuming. Currently, machine learning technique has emerged as an ...
Highlights
- Reduced-order (0D) coronary model is used to replace the conventional 3D CFD model for simulating coronary flow.
- Reduced-order (0D) coronary model improves the computational efficiency.
- Machine learning model is embedded into the ...
- research-articleMarch 2024
Real-time model-based cerebral perfusion calculation for ischemic stroke
- Hao Sun,
- Bao Li,
- Jincheng Liu,
- Xiaolu Xi,
- Liyuan Zhang,
- Yanping Zhang,
- Guangfei Li,
- Huamei Guo,
- Kenan Gu,
- Tongna Wang,
- Chuanqi Wen,
- Youjun Liu
Computer Methods and Programs in Biomedicine (CBIO), Volume 243, Issue Chttps://doi.org/10.1016/j.cmpb.2023.107916Highlights- This study proposes a brain tissue microcirculation lumped-parameter model based on computed tomography angiography to accurately calculate the change to microcirculatory perfusion within brain tissue in real time, which can quickly and ...
Clinical diagnosis of ischemic stroke commonly relies on examining cerebral perfusion changes by using computed tomography perfusion (CTP) techniques. However, the radiation dose in CTP is quite higher in comparison to ...
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- research-articleMarch 2024
Numerical study of hemodynamic changes in the Circle of Willis after stenosis of the internal carotid artery
Computer Methods and Programs in Biomedicine (CBIO), Volume 243, Issue Chttps://doi.org/10.1016/j.cmpb.2023.107881Highlights- This study proposes a 3D/0D geometric multiscale model that is based on CTA of cerebral arteries and can accurately calculate cerebral arterial flow and hemodynamic indexes.
- Based on the multiscale model, we investigated the ...
In clinical practice a large number of patients with ischemic stroke have internal carotid artery (ICA) stenosis accompanied by Circle of Willis (CoW) stenosis. In the presence of carotid artery stenosis, CoW ...
- ArticleFebruary 2024
Power of Randomness Recovery: Tighter CCA-Secure KEM in the QROM
AbstractWe propose a novel, efficient and secure Key Encapsulation Mechanism (KEM) transformation in the random oracle model. Furthermore, we demonstrate its security in the Quantum Random Oracle Model (QROM) as introduced by Boneh et al. (CRYPTO 12), ...
- research-articleFebruary 2024
A simplified coronary model for diagnosis of ischemia-causing coronary stenosis
- Yili Feng,
- Bao Li,
- Ruisen Fu,
- Yaodong Hao,
- Tongna Wang,
- Huanmei Guo,
- Junling Ma,
- Gerold Baier,
- Haisheng Yang,
- Quansheng Feng,
- Liyuan Zhang,
- Youjun Liu
Computer Methods and Programs in Biomedicine (CBIO), Volume 242, Issue Chttps://doi.org/10.1016/j.cmpb.2023.107862Highlights- The presented approach provides an accurate and time-efficient tool for computational fractional flow reserve.
- Hyperemia aortic pressure as the inlet boundary condition improves the accuracy of the model.
- The stenosis resistance ...
The functional assessment of the severity of coronary stenosis from coronary computed tomography angiography (CCTA)-derived fractional flow reserve (FFR) has recently attracted interest. However, existing algorithms run ...
- research-articleApril 2024
Research on the Application of eSIM in New Power Systems
ICCSMT '23: Proceedings of the 2023 4th International Conference on Computer Science and Management TechnologyPages 530–534https://doi.org/10.1145/3644523.3644620With the rapid advancement of information and communication technology, the distinctive technical advantages of eSIM in IoT communications have become increasingly evident, capturing significant attention within the industry. However, power grid ...
- research-articleOctober 2023
Topology optimization using an eigenvector aggregate
Structural and Multidisciplinary Optimization (SPSMO), Volume 66, Issue 10https://doi.org/10.1007/s00158-023-03674-xAbstractTopology optimization problems with natural frequency or structural stability criteria often utilize objective or constraint functions computed from the eigenvalues of a generalized eigenvalue problem. However, design formulations involving the ...
- research-articleSeptember 2023
Treatment strategy of different enhanced external counterpulsation frequencies for coronary heart disease and cerebral ischemic stroke: A hemodynamic numerical simulation study
Computer Methods and Programs in Biomedicine (CBIO), Volume 239, Issue Chttps://doi.org/10.1016/j.cmpb.2023.107640Highlights- We determined the optimal EECP frequency for the treatment of coronary heart disease and cerebral ischemic stroke.
Currently, enhanced external counterpulsation (EECP) devices mainly produce one counterpulsation per cardiac cycle. However, the effect of other frequencies of EECP on the hemodynamics of coronary ...
- research-articleMay 2023
A high-fidelity geometric multiscale hemodynamic model for predicting myocardial ischemia
- Jincheng Liu,
- Bao Li,
- Yanping Zhang,
- Liyuan Zhang,
- Suqin Huang,
- Hao Sun,
- Jian Liu,
- Xi Zhao,
- Mingzi Zhang,
- Wenxin Wang,
- Youjun Liu
Computer Methods and Programs in Biomedicine (CBIO), Volume 233, Issue Chttps://doi.org/10.1016/j.cmpb.2023.107476Highlights- The HFMM model was established to calculate adenosine-independent indicator CT-iFR.
- CT-iFR shows great advantages in the identification of a serial lesion.
- CT-iFR represents an advancement of existing CT-FFR technology.
Coronary computed tomography angiography (CCTA) derived fractional flow reserve (CT-FFR) requires a maximal hyperemic state to be modeled by assuming the total coronary resistance decreased to a constant 0.24 of that ...
- ArticleDecember 2022
- ArticleFebruary 2023
IND-CCA Security of Kyber in the Quantum Random Oracle Model, Revisited
AbstractIn this paper, we answer the open question pointed out by Grubbs et al. (EUROCRYPT 2022) and Xagawa (EUROCRYPT 2022), i.e., the - security proof of . In order to add robustness, uses a slightly tweaked Fujisaki-Okamoto (FO) transformation. ...
- ArticleNovember 2022
SCORE: A Resource-Efficient Microservice Orchestration Model Based on Spectral Clustering in Edge Computing
AbstractMicroservices architecture has an essential characteristic of loose coupling compared to traditional monolithic applications, allowing applications to be created, updated, and extended independently. With lightweight virtualization technologies, ...
- research-articleOctober 2022
Reliability of using generic flow conditions to quantify aneurysmal haemodynamics: A comparison against simulations incorporating boundary conditions measured in vivo
- Bao Li,
- Tao Liu,
- Jincheng Liu,
- Youjun Liu,
- Boqiang Cao,
- Xi Zhao,
- Wenxin Wang,
- Mengchao Shi,
- Liyuan Zhang,
- Ke Xu,
- Mingyan Chen,
- Chuanqi Wen,
- Mingzi Zhang
Computer Methods and Programs in Biomedicine (CBIO), Volume 225, Issue Chttps://doi.org/10.1016/j.cmpb.2022.107034Highlights- Aneurysmal haemodynamics of 19 patients were quantified by CFD simulations incorporating physiologically real boundary conditions measured in vivo.
- Statistically significant difference was found between simulations using generic and ...
Initiation, growth, and rupture of intracranial aneurysms are believed to be closely related to their local haemodynamic environment. While haemodynamics can be characterised by use of computational fluid dynamics (CFD), ...
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- ArticleAugust 2022
Generative Unknown-Aware Object Detection
AbstractBuilding object detectors can identify unknown objects, which is critical yet underexplored. An additional discriminative inference pass is generally needed to generate final classification results for “unknown” class on the existing methods of ...