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Utilizing big data to build personalized technology and system of diagnosis and treatment in traditional

Baoyan Liu

Frontiers of Medicine 2014, Volume 8, Issue 3,   Pages 272-278 doi: 10.1007/s11684-014-0364-9

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Recent development on statistical methods for personalized medicine discovery

Yingqi Zhao, Donglin Zeng

Frontiers of Medicine 2013, Volume 7, Issue 1,   Pages 102-110 doi: 10.1007/s11684-013-0245-7

Abstract: well documented that patients can show significant heterogeneous responses to treatments so the best treatmentnumber of new statistical methods have been developed to tackle the important problem of estimating personalizedtreatment rules using single-stage or multiple-stage clinical data.

Keywords： dynamic treatment regimes     personalized medicine     reinforcement learning     Q-learning    

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Clinical phenotype network: the underlying mechanism for personalized diagnosis and treatment of traditional

Xuezhong Zhou,Yubing Li,Yonghong Peng,Jingqing Hu,Runshun Zhang,Liyun He,Yinghui Wang,Lijie Jiang,Shiyan Yan,Peng Li,Qi Xie,Baoyan Liu

Frontiers of Medicine 2014, Volume 8, Issue 3,   Pages 337-346 doi: 10.1007/s11684-014-0349-8

Abstract:

Traditional Chinese medicine (TCM) investigates the clinical diagnosis and treatment regularitiesin a typical schema of personalized medicine, which means that individualized patients with same diseaseswould obtain distinct diagnosis and optimal treatment from different TCM physicians.However, the underlying mechanisms of TCM personalized medicine are not fully investigated so far anddiagnosis and treatment.

Keywords： personalized medicine     complex network     clinical phenotype network     traditional Chinese medicine    

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Multistage analysis method for detection of effective herb prescription from clinical data

Kuo Yang, Runshun Zhang, Liyun He, Yubing Li, Wenwen Liu, Changhe Yu, Yanhong Zhang, Xinlong Li, Yan Liu, Weiming Xu, Xuezhong Zhou, Baoyan Liu

Frontiers of Medicine 2018, Volume 12, Issue 2,   Pages 206-217 doi: 10.1007/s11684-017-0525-8

Abstract: particular patient groups is a difficult issue that necessitates investigation because of the complicated personalized

Keywords： effective prescription detection     herb set enrichment analysis     core network extraction     insomnia     personalizedtreatment    

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Personalized medicine of type 2 diabetes

Weiping Jia

Frontiers of Medicine 2013, Volume 7, Issue 1,   Pages 1-3 doi: 10.1007/s11684-013-0241-y

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of OSCC: a renewable human bio-bank for preclinical cancer research and a new co-clinical model for treatment

Shuyang Sun,Zhiyuan Zhang

Frontiers of Medicine 2016, Volume 10, Issue 1,   Pages 104-110 doi: 10.1007/s11684-016-0432-4

Abstract: heterogeneity are required to understand the molecular diversity of cancer and achieve the goal of personalizedthis well-annotated PDX panel in the development of co-clinical trials for patient stratification and treatment

Keywords： patient-derived xenograft models     personalized medicine     co-clinical trial     patient stratification     oral    

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Personalized biomedical devices & systems for healthcare applications

I-Ming CHEN, Soo Jay PHEE, Zhiqiang LUO, Chee Kian LIM

Frontiers of Mechanical Engineering 2011, Volume 6, Issue 1,   Pages 3-12 doi: 10.1007/s11465-011-0209-z

Abstract: started to benefit from this technology trend by providing more and more miniature biomedical devices for personalized

Keywords： personalized medical devices     wearable sensor     haptic device     ingestible medical capsule    

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Translational medicine promising personalized therapy in oncology

Yi-Xin ZENG, Xiao-Shi ZHANG, Qiang LIU,

Frontiers of Medicine 2010, Volume 4, Issue 4,   Pages 351-355 doi: 10.1007/s11684-010-0320-2

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Do not let precision medicine be kidnapped

Zhiping Yang

Frontiers of Medicine 2015, Volume 9, Issue 4,   Pages 512-513 doi: 10.1007/s11684-015-0425-8

Abstract:

Obama’s precision medicine initiative made the medical community boil over after the initiative’s release. Precision medicine has been advocated by the majority of scientists and doctors. However, some experts have questioned this concept. This article does not oppose precision medicine. However, the incentive of vigorously promoting precision medicine at present is a concern.

Keywords： precision medicine     personalized medicine     genomics    

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Toward Privacy-Preserving Personalized Recommendation Services Review

Cong Wang, Yifeng Zheng, Jinghua Jiang, Kui Ren

Engineering 2018, Volume 4, Issue 1,   Pages 21-28 doi: 10.1016/j.eng.2018.02.005

Abstract:

Recommendation systems are crucially important for the delivery of personalized services to users.With personalized recommendation services, users can enjoy a variety of targeted recommendations suchIn addition, personalized recommendation services have become extremely effective revenue drivers forWe present the general architecture of personalized recommendation systems, the privacy issues therein, and existing works that focus on privacy-preserving personalized recommendation services.

Keywords： Privacy protection     Personalized recommendation services     Targeted delivery     Collaborative filtering     Machine    

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An Outlook on Implantable Biosensors for Personalized Medicine

Rita Rebelo,Ana Isabel Barbosa,Vitor M. Correlo,Rui L. Reis

Engineering 2021, Volume 7, Issue 12,   Pages 1696-1699 doi: 10.1016/j.eng.2021.08.010

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Personalizing a Service Robot by Learning Human Habits from Behavioral Footprints Article

Kun Li, Max Q.-H. Meng

Engineering 2015, Volume 1, Issue 1,   Pages 79-84 doi: 10.15302/J-ENG-2015024

Abstract:

For a domestic personal robot, personalized services are as important as predesigned tasks, because

Keywords： personalized robot     habit learning     behavioral footprints    

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Occurrence and migration of microplastics and plasticizers in different wastewater and sludge treatmentunits in municipal wastewater treatment plant

Frontiers of Environmental Science & Engineering 2022, Volume 16, Issue 11, doi: 10.1007/s11783-022-1577-9

Abstract:

● Reduce the quantifying MPs time by using Nile red staining.

Keywords： Microplastics     Municipal wastewater treatment plant     Phthalate esters     Thermal hydrolysis    

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Exploring nonlinear spatiotemporal effects for personalized next point-of-interest recommendation

孙曦,吕志民

Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 9,   Pages 1273-1286 doi: 10.1631/FITEE.2200304

Abstract: Next point-of-interest (POI) recommendation is an important personalized task in location-based social

Keywords： Point-of-interest recommendation     Spatiotemporal effects     Long short-term memory (LSTM)     Attention mechanism    

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Title Author Date Type Operation

Utilizing big data to build personalized technology and system of diagnosis and treatment in traditional

Baoyan Liu

Journal Article

Recent development on statistical methods for personalized medicine discovery

Yingqi Zhao, Donglin Zeng

Journal Article

Clinical phenotype network: the underlying mechanism for personalized diagnosis and treatment of traditional

Xuezhong Zhou,Yubing Li,Yonghong Peng,Jingqing Hu,Runshun Zhang,Liyun He,Yinghui Wang,Lijie Jiang,Shiyan Yan,Peng Li,Qi Xie,Baoyan Liu

Journal Article

Multistage analysis method for detection of effective herb prescription from clinical data

Kuo Yang, Runshun Zhang, Liyun He, Yubing Li, Wenwen Liu, Changhe Yu, Yanhong Zhang, Xinlong Li, Yan Liu, Weiming Xu, Xuezhong Zhou, Baoyan Liu

Journal Article

Personalized medicine of type 2 diabetes

Weiping Jia

Journal Article

of OSCC: a renewable human bio-bank for preclinical cancer research and a new co-clinical model for treatment

Shuyang Sun,Zhiyuan Zhang

Journal Article

Personalized biomedical devices & systems for healthcare applications

I-Ming CHEN, Soo Jay PHEE, Zhiqiang LUO, Chee Kian LIM

Journal Article

Translational medicine promising personalized therapy in oncology

Yi-Xin ZENG, Xiao-Shi ZHANG, Qiang LIU,

Journal Article

Do not let precision medicine be kidnapped

Zhiping Yang

Journal Article

Toward Privacy-Preserving Personalized Recommendation Services

Cong Wang, Yifeng Zheng, Jinghua Jiang, Kui Ren

Journal Article

An Outlook on Implantable Biosensors for Personalized Medicine

Rita Rebelo,Ana Isabel Barbosa,Vitor M. Correlo,Rui L. Reis

Journal Article

Personalizing a Service Robot by Learning Human Habits from Behavioral Footprints

Kun Li, Max Q.-H. Meng

Journal Article

Occurrence and migration of microplastics and plasticizers in different wastewater and sludge treatmentunits in municipal wastewater treatment plant

Journal Article

Luo Jun: Treatment Selection in Prostate Cancer（2019.8.16）

22 Apr 2021

Conference Videos

Exploring nonlinear spatiotemporal effects for personalized next point-of-interest recommendation

孙曦,吕志民

Journal Article