Health data science

Keyphrases

Publications

volume 4, 2024

Adeolu Ogunleye, Chayanit Piyawajanusorn, Ghita Ghislat, Pedro J Ballester
Large-Scale Machine Learning Analysis Reveals DNA Methylation and Gene Expression Response Signatures for Gemcitabine-Treated Pancreatic Cancer. Health data science 4 (2024)
Xuanyu Shi, Daoxin Yin, Yongmei Bai, Wenjing Zhao, Xin Guo, Huage Sun, Dongliang Cui, Jian Du
A Bibliographic Dataset of Health Artificial Intelligence Research. Health data science 4 (2024)
Yizhen Luo, Xing Yi Liu, Kai Yang, Kui Huang, Massimo Hong, Jiahuan Zhang, Yushuai Wu, Zaiqing Nie
Toward Unified AI Drug Discovery with Multimodal Knowledge. Health data science 4 (2024)
Yanlin Qu, Guanran Zhang, Zhenyu Wu, Huihuan Luo, Renjie Chen, Huixun Jia, Xiaodong Sun
Associations of Socioeconomic Status Inequity with Incident Age-related Macular Degeneration in Middle-Aged and Elderly Population. Health data science 4 (2024)
Adeolu Ogunleye, Chayanit Piyawajanusorn, Ghita Ghislat, Pedro J Ballester
Large-Scale Machine Learning Analysis Reveals DNA Methylation and Gene Expression Response Signatures for Gemcitabine-Treated Pancreatic Cancer. Health data science 4 (2024)
Yingzhou Lu, Tianyi Chen, Nan Hao, Capucine Van Rechem, Jintai Chen, Tianfan Fu
Uncertainty Quantification and Interpretability for Clinical Trial Approval Prediction. Health data science 4 (2024)
Yizhen Luo, Xing Yi Liu, Kai Yang, Kui Huang, Massimo Hong, Jiahuan Zhang, Yushuai Wu, Zaiqing Nie
Toward Unified AI Drug Discovery with Multimodal Knowledge. Health data science 4 (2024)
Qingyuan He, Kun Yan, Qipeng Luo, Duan Yi, Ping Wang, Hongbin Han, Defeng Liu
Exploring Unlabeled Data in Multiple Aspects for Semi-Supervised MRI Segmentation. Health data science 4 (2024)
Qingyuan He, Kun Yan, Qipeng Luo, Duan Yi, Ping Wang, Hongbin Han, Defeng Liu
Exploring Unlabeled Data in Multiple Aspects for Semi-Supervised MRI Segmentation. Health data science 4 (2024)
Meng Zhang, Yongqi Zheng, Xiagela Maidaiti, Baosheng Liang, Yongyue Wei, Feng Sun
Integrating Machine Learning into Statistical Methods in Disease Risk Prediction Modeling: A Systematic Review. Health data science 4 (2024)
Benson Shu Yan Lam, Amanda Man Ying Chu, Jacky Ngai Lam Chan, Mike Ka Pui So
Do Scholars Respond Faster Than Google Trends in Discussing COVID-19 Issues? An Approach to Textual Big Data. Health data science 4 (2024)
Chenhao Zhang, Yang Yang, Qinghua Cui, Dongyu Zhao, Chunmei Cui
Identification and Analysis of Sex-Biased Copy Number Alterations. Health data science 4 (2024)
Han Lv, Na Zeng, Mengyi Li, Jing Sun, Ning Wu, Mingze Xu, Qian Chen, Xinyu Zhao, Shuohua Chen, Wenjuan Liu, Xiaoshuai Li, Pengfei Zhao, Max Wintermark, Ying Hui, Jing Li, Shouling Wu, Zhen-Chang Wang
Association between Body Mass Index and Brain Health in Adults: A 16-Year Population-Based Cohort and Mendelian Randomization Study. Health data science 4 (2024)
Yingzhou Lu, Tianyi Chen, Nan Hao, Capucine Van Rechem, Jintai Chen, Tianfan Fu
Uncertainty Quantification and Interpretability for Clinical Trial Approval Prediction. Health data science 4 (2024)
Yanlin Qu, Guanran Zhang, Zhenyu Wu, Huihuan Luo, Renjie Chen, Huixun Jia, Xiaodong Sun
Associations of Socioeconomic Status Inequity with Incident Age-related Macular Degeneration in Middle-Aged and Elderly Population. Health data science 4 (2024)
Benson Shu Yan Lam, Amanda Man Ying Chu, Jacky Ngai Lam Chan, Mike Ka Pui So
Do Scholars Respond Faster Than Google Trends in Discussing COVID-19 Issues? An Approach to Textual Big Data. Health data science 4 (2024)
Chenfei Ye, Yixuan Zhang, Chen Ran, Ting Ma
Recent Progress in Brain Network Models for Medical Applications: A Review. Health data science 4 (2024)
Hua Ma, Xiaoru Yuan, Xu Sun, Glyn Lawson, Qingfeng Wang
Seeing Your Stories: Visualization for Narrative Medicine. Health data science 4 (2024)
Han Lv, Na Zeng, Mengyi Li, Jing Sun, Ning Wu, Mingze Xu, Qian Chen, Xinyu Zhao, Shuohua Chen, Wenjuan Liu, Xiaoshuai Li, Pengfei Zhao, Max Wintermark, Ying Hui, Jing Li, Shouling Wu, Zhen-Chang Wang
Association between Body Mass Index and Brain Health in Adults: A 16-Year Population-Based Cohort and Mendelian Randomization Study. Health data science 4 (2024)
Tongyue Shi, Liya Guo, Zeyuan Shen, Guilan Kong
ERTool: A Python Package for Efficient Implementation of the Evidential Reasoning Approach for Multi-Source Evidence Fusion. Health data science 4 (2024)
Zhiyun Zhang, Yining Hua, Peilin Zhou, Shixu Lin, Minghui Li, Yujie Zhang, Li Zhou, Yanhui Liao, Jie Yang
Sexual and Gender-Diverse Individuals Face More Health Challenges during COVID-19: A Large-Scale Social Media Analysis with Natural Language Processing. Health data science 4 (2024)
Shaohua Yin, Yingying Yang, Qin Wang, Wei Guo, Qian He, Lei Yuan, Keyi Si
Association between Abortion and All-Cause and Cause-Specific Premature Mortality: A Prospective Cohort Study from the UK Biobank. Health data science 4 (2024)
Lei Zhu, Junmeng Li, Yicheng Hu, Ruilin Zhu, Shuang Zeng, Pei Rong, Yadi Zhang, Xiaopeng Gu, Yuwei Wang, Zhiyue Zhang, Liu Yang, Qiushi Ren, Yanye Lu
Choroidal Optical Coherence Tomography Angiography: Noninvasive Choroidal Vessel Analysis via Deep Learning. Health data science 4 (2024)
Shaohua Yin, Yingying Yang, Qin Wang, Wei Guo, Qian He, Lei Yuan, Keyi Si
Association between Abortion and All-Cause and Cause-Specific Premature Mortality: A Prospective Cohort Study from the UK Biobank. Health data science 4 (2024)
Chunyang Li, Chao Zhang, Jie Chen, Yilong Chen, Zhiye Ying, Yao Hu, Huan Song, Ping Fu, Xiaoxi Zeng
The Time-Varying Impact of COVID-19 on the Acute Kidney Disorders: A Historical Matched Cohort Study and Mendelian Randomization Analysis. Health data science 4 (2024)
Yingzhou Lu, Tianyi Chen, Nan Hao, Capucine Van Rechem, Jintai Chen, Tianfan Fu
Uncertainty Quantification and Interpretability for Clinical Trial Approval Prediction. Health data science 4 (2024)
Chenfei Ye, Yixuan Zhang, Chen Ran, Ting Ma
Recent Progress in Brain Network Models for Medical Applications: A Review. Health data science 4 (2024)
Xuanyu Shi, Daoxin Yin, Yongmei Bai, Wenjing Zhao, Xin Guo, Huage Sun, Dongliang Cui, Jian Du
A Bibliographic Dataset of Health Artificial Intelligence Research. Health data science 4 (2024)
Tongyue Shi, Liya Guo, Zeyuan Shen, Guilan Kong
ERTool: A Python Package for Efficient Implementation of the Evidential Reasoning Approach for Multi-Source Evidence Fusion. Health data science 4 (2024)
Chenhao Zhang, Yang Yang, Qinghua Cui, Dongyu Zhao, Chunmei Cui
Identification and Analysis of Sex-Biased Copy Number Alterations. Health data science 4 (2024)
Chunyang Li, Chao Zhang, Jie Chen, Yilong Chen, Zhiye Ying, Yao Hu, Huan Song, Ping Fu, Xiaoxi Zeng
The Time-Varying Impact of COVID-19 on the Acute Kidney Disorders: A Historical Matched Cohort Study and Mendelian Randomization Analysis. Health data science 4 (2024)
Hua Ma, Xiaoru Yuan, Xu Sun, Glyn Lawson, Qingfeng Wang
Seeing Your Stories: Visualization for Narrative Medicine. Health data science 4 (2024)

volume 3, 2023

Guilan Kong, Jinwei Wang, Hongbo Lin, Beiyan Bao, Charles P Friedman, Luxia Zhang
Transforming Health Care Through a Learning Health System Approach in the Digital Era: Chronic Kidney Disease Management in China. Health data science 3 (2023)
Wenyu Zhu, Yanxing Wang, Yan Niu, Liangren Zhang, Zhen-Ming Liu
Current Trends and Challenges in Drug-Likeness Prediction: Are They Generalizable and Interpretable? Health data science 3 (2023)
Han Wang, Qin Xiang Ng, Shalini Arulanandam, Colin Tan, Marcus E H Ong, Mengling Feng
Building a Machine Learning-based Ambulance Dispatch Triage Model for Emergency Medical Services. Health data science 3 (2023)
Abeed Sarker, Sahithi Lakamana, Yuting Guo, Yao Ge, Abimbola Leslie, Omolola Okunromade, Elena Gonzalez-Polledo, Jeanmarie Perrone, Anne Marie McKenzie-Brown
#ChronicPain: Automated Building of a Chronic Pain Cohort from Twitter Using Machine Learning. Health data science 3 (2023)
Chenglong Li, Darui Gao, Yutong Samuel Cai, Jie Liang, Yongqian Wang, Yang Pan, Wenya Zhang, Fanfan Zheng, Wuxiang Xie
Relationships of Residential Distance to Major Traffic Roads with Dementia Incidence and Brain Structure Measures: Mediation Role of Air Pollution. Health data science 3 (2023)
Charles Alba, Ruopeng An
Using Mobile Phone Data to Assess Socio-Economic Disparities in Unhealthy Food Reliance during the COVID-19 Pandemic. Health data science 3 (2023)
Abeed Sarker, Sahithi Lakamana, Yuting Guo, Yao Ge, Abimbola Leslie, Omolola Okunromade, Elena Gonzalez-Polledo, Jeanmarie Perrone, Anne Marie McKenzie-Brown
#ChronicPain: Automated Building of a Chronic Pain Cohort from Twitter Using Machine Learning. Health data science 3 (2023)
Nancy Kagendi, Matilu Mwau
A Machine Learning Approach to Predict HIV Viral Load Hotspots in Kenya Using Real-World Data. Health data science 3 (2023)
Han Wang, Qin Xiang Ng, Shalini Arulanandam, Colin Tan, Marcus E H Ong, Mengling Feng
Building a Machine Learning-based Ambulance Dispatch Triage Model for Emergency Medical Services. Health data science 3 (2023)
Charles Alba, Ruopeng An
Using Mobile Phone Data to Assess Socio-Economic Disparities in Unhealthy Food Reliance during the COVID-19 Pandemic. Health data science 3 (2023)
Guilan Kong, Jinwei Wang, Hongbo Lin, Beiyan Bao, Charles P Friedman, Luxia Zhang
Transforming Health Care Through a Learning Health System Approach in the Digital Era: Chronic Kidney Disease Management in China. Health data science 3 (2023)
Racha Gouareb, Alban Bornet, Dimitrios Proios, Sónia Gonçalves Pereira, Douglas Teodoro
Detection of Patients at Risk of Multidrug-Resistant Enterobacteriaceae Infection Using Graph Neural Networks: A Retrospective Study. Health data science 3 (2023)
Ningfeng Liu, Hongwei Jin, Liangren Zhang, Zhen-Ming Liu
Plug-in Models: A Promising Direction for Molecular Generation. Health data science 3 (2023)
Jiayan Zhang, Junshi Li, Zhe Huang, Dong Huang, Huaiqiang Yu, Zhihong Li
Recent Progress in Wearable Brain-Computer Interface (BCI) Devices Based on Electroencephalogram (EEG) for Medical Applications: A Review. Health data science 3 (2023)
Haoyang Hong, Shenda Hong
simpleNomo: A Python Package of Making Nomograms for Visualizable Calculation of Logistic Regression Models. Health data science 3 (2023)
Haoyang Hong, Shenda Hong
simpleNomo: A Python Package of Making Nomograms for Visualizable Calculation of Logistic Regression Models. Health data science 3 (2023)
Shuaitong Zhang, Wei Mu, Di Dong, Jingwei Wei, Mengjie Fang, Lizhi Shao, Yu Zhou, Bingxi He, Song Zhang, Zhenyu Liu, Jianhua Liu, Jie Tian
The Applications of Artificial Intelligence in Digestive System Neoplasms: A Review. Health data science 3 (2023)
Luming Chen, Yifan Qi, Aiping Wu, Lizong Deng, Taijiao Jiang
Mapping Chinese Medical Entities to the Unified Medical Language System. Health data science 3 (2023)