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ORCIDICBBT 2024: Chongqing, China
- Proceedings of the 2024 16th International Conference on Bioinformatics and Biomedical Technology, ICBBT 2024, Chongqing, China, May 24-26, 2024. ACM 2024, ISBN 979-8-4007-1766-6
Session 1 - Intelligent Models for Gene Prediction and Sequence Analysis
- Qi Wu, Lingyun Luo:
A Disease Organ Based Heterogeneous Network for Disease Gene Prediction. 1-8 - Nikita Kohli, Jabed H. Tomal, Wenjun Lin, Yan Yan:
PentaPen: Combining Penalized Models to Identify Important SNPs on Whole-genome Arabidopsis thaliana Data. 9-16 - Shuang Hu, Changbo Chen:
Performance Models for Sequence Alignment Algorithms Based on Burrows-Wheeler Transform. 17-24 - Jiahao Zhang, Jia Meng, Yuxin Zhang:
Differentiating amino acids from nanopore sequencing. 25-30 - Yuxin Pu:
Adaptive Segment Anything Model for Spatial Transcriptomic Cell Segmentation. 31-37 - Yangfan Huang, Jing Sun, Li Teng, Xiaohua Luo, Xiao Liu:
Prediction of Deafness Gene Promoters Based on a Two-Level Cascade Model. 38-46 - Hongguang Yang, Yunfei Zhou, Bin Cheng, Tiantian Wang:
Prediction of Linear B-cell Epitopes Based on Multi-Cluster Feature Selection. 47-52
Session 2 - Bioinformatics Analysis: Gene Expression Analysis and Biomarker Identification
- Dandan Zhang, Yuxin Du, Wenhua Zhang, Xiaoshuai Ren, Changyun Huang, Fengwu Qiu, Jun Zhou, Xiaoyu Zhang:
PAX9 Overexpression in Lung Adenocarcinoma and Promotes Cancer Progression. 53-57 - YiPeng Sun, Wenjia Liu, Xin Rao, Liyang Yu, Xiaodong Chen:
Research on Autophagy-Related Biomarkers in the Substantia Nigra for Parkinson's Disease. 58-62 - Ruifeng Wang, Fengjiao Chang, Xiaolan Guo:
Prognostic Significance and Functional Implications of PPP1R12B in Acute Myeloid Leukemia. 63-69 - Fengchen Liu, Dongcheng Qin, Dewang Wu, Haoyu Tian, Wenbo Zhang, Changyun Huang, Jun Zhou, Fengwu Qiu:
RHBDD2 is involved in immune infiltration of colorectal adenocarcinoma. 70-77 - Ke Zhang, Jie Long, Haowei Sun, Xiaowei Zhang, Chunqiong Wang, Dan Chen, Jieyun Cai, Jinchu Yang, Xu Anchuan, Zhijun Tong:
Genetic Diversity of 60 Oriental Tobacco Germplasm Resources Revealed by SSR Markers. 78-83 - Yuefan Lin, Zhiming Dai:
Insights into Secondary Mutational Genes in Knockout Strains. 84-87
Session 3 - Computational Models for Protein Classification and Drug-Target Interactions
- Junjie Cai, Yanjuan Li, Dong Chen:
ESM-MHC: An Improved Predictor of MHC Using ESM Protein Language Model. 88-95 - Di Ma, Yanjuan Li, Dong Chen:
Predlectins-MLP: an improved predictor of cancer-lectins using mixed features. 96-101 - Ying Qi, Xuanpei Jiang, Yongquan Jiang, Yan Yang, Qiangwei Zhang, Yuan Tian:
Antimicrobial Peptide Sequence Generation Based on Conditional Diffusion Model. 102-107 - Ziyang Wen, Han Zhou, Xiumin Shi, Jiaqi Peng, Lu Wang:
LSTM-GNN: A Multi-Channel Model for Molecular Properties Prediction. 108-114 - Leila Baghaarabani, Parvin Razaghi, Mennatolla Magdy Mostafa, Ahmad Albaqsami, Masoud Al Rawahi:
ProtContext-DTI: Protein Contextual Representation Using Masked Language Modeling in Drug Target Interaction Prediction. 115-121
Session 4 - Medical Imaging and Biomedical Image Processing
- Kenglun Chang, Jintian Ge, Hailong Yao, Yin Xia:
Supervised Contrastive Learning based Fine-tuning Framework with Small-Scale WSI Dataset on ViT. 122-130 - Qiang Wang, James R. Hopgood, Marta Vallejo:
Impact of Loss Functions on Label-free Virtual H&E Staining. 131-138 - Qiao Wang, Qiang Du, Xuelei Wang, Lijing Zou, Li Ke:
Cell Differentiation Studies Based on Bioimpedance Imaging Methods. 139-145 - Zhihao Jia, Chuyang Ye, Youyuan Zhao, Jingang Chen, Jiande Ouyang, Xuesheng Ma:
Intracranial Steno-Occlusive Lesion Detection on Magnetic Resonance Angiography Images. 146-152 - Pirapong Inthapong, Thiradet Singin, Sayan Kaennakham:
Enhancing SVM Classification of Breast Cancer Using Dual-Stage PSO Optimization. 153-157 - Jiaxuan Li, Qiang Du, Xuelei Wang, Huidi Shen, Li Ke:
Research on Cell Activity Discrimination Method Based on Biological Impedance. 158-164
Session 5 - Medical Data Processing and Intelligent Prediction Models
- Long-Xing Wang, Zhi-Ming Zhao, Ming-Yue Ma:
Identification of Biomarkers and Prognostic Analysis for Endometrial Cancer Patients Based on the ERBB Family. 165-175 - Heng Su, Chunsheng Li:
Surgical Outcome Prediction Using Network with Effective Connectivity for Patients with Refractory Epilepsy. 176-181 - Mohsena Chowdhury, Tejas Vyas, Rahul Alapati, Andrés M. Bur, Guanghui Wang:
Assessing Patient Eligibility for Inspire Therapy through Machine Learning and Deep Learning Models. 182-187 - Xiuwen Li, Yibing Zhan, Jun Ni, Fei Cai, Hua Jin, Xu Lin, Yufeng Zhang, Dapeng Tao:
Multimodal Feature Analysis for Surgery Duration Predication. 188-195 - Senquan Wang, Weiwei Gu:
An Improved Strategy for Blood Glucose Control Using Multi-Step Deep Reinforcement Learning. 196-203
Session 6 - Bioelectrical Impedance Technique and Biomedical Signal Processing
- Hong Cheng, XiaoHu Peng, Qiang Du, Hongming Zhang:
Classification and Recognition of Noise-Induced Hearing Loss Based on P300 Event-Related Potential and LSTM-Attention Network. 204-209 - Hong Chen, Zhiyuan Xiao, Hongming Zhang:
Graph Theory-Based Network Analysis of Brain Function in Noise-Induced Hearing Loss Patients. 210-215 - Fuli Jin, Yinghui Wang, Zhigang Shang:
Striatal Local Field Potential Dynamics During Decision-Making Learning in Pigeons. 216-221 - Chaolei Li, Ling Han:
Research on Emotion Recognition Based on Human Physiological Signals. 222-228 - Yinqiang Hu, Ling Han:
Prediction of Epileptic Seizures Based on a Neural Mass Model and Brain Network Analysis. 229-236 - Mengyu Xing, Xinpei Wang, Huiwen Dong, Yu Jiao, Lanjun Zhao, Changchun Liu:
An Ensemble Learning Heartbeat Classification Study Based on Arrhythmia Specific Symptom Changes. 237-243 - Yuan He, Qiang Du, Yunfeng Bai, Bowen Tian, Li Ke:
A Study of Bioelectrical Impedance-Based Activation Detection Method for Functional Brain Regions of Working Memory. 244-251 - Bowen Tian, Qiang Du, Yunfeng Bai, Yuan He, Li Ke:
Characterization of Bioimpedance Signals under Pure Tone Stimulation of Different Frequencies. 252-257 - Xiaowen Zhang, Xuelin Gu, Xiaoou Li:
A Study on the Assessment of Drug Addiction Level of Bimodal Eeg-Nirs Based on Tsnet. 258-264 - Ratapong Onjun, Songkiat Lowmunkhong, Sayan Kaennakham, Kitirat Phattaramarut:
Diabetic Retinopathy Detection using a Convolutional Neural Network Enhanced by Wavelet Transformation Pooling. 265-269
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