Honglin Xiong
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View article: Toward general text-guided multimodal brain MRI synthesis for diagnosis and medical image analysis
Toward general text-guided multimodal brain MRI synthesis for diagnosis and medical image analysis Open
View article: Med-LEGO: Editing and Adapting toward Generalist Medical Image Diagnosis
Med-LEGO: Editing and Adapting toward Generalist Medical Image Diagnosis Open
The adoption of visual foundation models has become a common practice in computer-aided diagnosis (CAD). While these foundation models provide a viable solution for creating generalist medical AI, privacy concerns make it difficult to pre-…
View article: Recursive Hypergraph Decomposition Primary Subblocks Based on Integer Programming for Bayesian Network Structure Learning
Recursive Hypergraph Decomposition Primary Subblocks Based on Integer Programming for Bayesian Network Structure Learning Open
View article: Towards General Text-guided Image Synthesis for Customized Multimodal Brain MRI Generation
Towards General Text-guided Image Synthesis for Customized Multimodal Brain MRI Generation Open
Multimodal brain magnetic resonance (MR) imaging is indispensable in neuroscience and neurology. However, due to the accessibility of MRI scanners and their lengthy acquisition time, multimodal MR images are not commonly available. Current…
View article: Progressive Attention Guidance for Whole Slide Vulvovaginal Candidiasis Screening
Progressive Attention Guidance for Whole Slide Vulvovaginal Candidiasis Screening Open
Vulvovaginal candidiasis (VVC) is the most prevalent human candidal infection, estimated to afflict approximately 75% of all women at least once in their lifetime. It will lead to several symptoms including pruritus, vaginal soreness, and …
View article: DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task
DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task Open
The recent progress of large language models (LLMs), including ChatGPT and GPT-4, in comprehending and responding to human instructions has been remarkable. Nevertheless, these models typically perform better in English and have not been e…
View article: A survey of data element perspective: Application of artificial intelligence in health big data
A survey of data element perspective: Application of artificial intelligence in health big data Open
Artificial intelligence (AI) based on the perspective of data elements is widely used in the healthcare informatics domain. Large amounts of clinical data from electronic medical records (EMRs), electronic health records (EHRs), and electr…
View article: Spatial Attention-based Implicit Neural Representation for Arbitrary Reduction of MRI Slice Spacing
Spatial Attention-based Implicit Neural Representation for Arbitrary Reduction of MRI Slice Spacing Open
Magnetic resonance (MR) images collected in 2D clinical protocols typically have large inter-slice spacing, resulting in high in-plane resolution and reduced through-plane resolution. Super-resolution technique can enhance the through-plan…
View article: A Novel Approach to Air Passenger Index Prediction: Based on Mutual Information Principle and Support Vector Regression Blended Model
A Novel Approach to Air Passenger Index Prediction: Based on Mutual Information Principle and Support Vector Regression Blended Model Open
Air passenger traffic prediction is crucial for the effective operation of civil aviation airports. Despite some progress in this field, the prediction accuracy and methods need further improvement. This paper proposes an integrated approa…
View article: A novel general-purpose hybrid model for time series forecasting
A novel general-purpose hybrid model for time series forecasting Open
View article: An Integrated Approach to Air Passenger Index Prediction: Mutual Information Principle and Support Vector Regression (MI-Svr) Blended Model
An Integrated Approach to Air Passenger Index Prediction: Mutual Information Principle and Support Vector Regression (MI-Svr) Blended Model Open
Air passenger traffic prediction is crucial for the effective operation of civil aviation airports. Despite some progress in this field, the prediction accuracy and methods need further improvement. This paper proposes an integrated approa…
View article: An Integrated Approach to Air Passenger Index Prediction: Mutual Information Principle and Support Vector Regression (MI-SVR) Blended Model
An Integrated Approach to Air Passenger Index Prediction: Mutual Information Principle and Support Vector Regression (MI-SVR) Blended Model Open
Air passenger traffic prediction is crucial for the effective operation of civil aviation airports. Despite some progress in this field, the prediction accuracy and methods need further improvement. This paper proposes an integrated approa…