Dianbo Liu - Concepedia

Author

Dianbo Liu

Also Known As

Dianbo Liu, Lin, Zheng, Liu, Dianbo, Meng, Lingfa, Sarrafpour, Soshian, Shi, Tingkun, Xiaoxiao Li, Yoshua Bengio, Zhu, He

156

Publications

6.4K

Citations

H-Index

135

Concepts

All Affiliations

Harvard University Boston Children's Hospital Massachusetts Institute of Technology Massachusetts General Hospital Harvard University Press

About

Dianbo Liu is an author at Harvard University specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	17	1.2K
2	Management	4	4	232
3	Health Sciences	2	2	47
4	Language Studies	2	2	33
5	Business	1	1	15

Dianbo Liu

Publications

6.2K

Citations

H-Index

Page 1

	Year	Citations
Expanded encyclopaedias of DNA elements in the human and mouse genomes Federico Abascal, Reyes Acosta, Nicholas J. Addleman, Nature	2020	2.4K
Patients with Cancer Appear More Vulnerable to SARS-CoV-2: A Multicenter Study during the COVID-19 Outbreak Mengyuan Dai, Dianbo Liu, Miao Liu, Cancer Discovery	2020	1.6K
Patient clustering improves efficiency of federated machine learning to predict mortality and hospital stay time using distributed electronic medical records Huang Li, Andrew Shea, Huining Qian, Journal of Biomedical Informatics Healthcare IntegrationEngineeringMachine LearningData ScienceData Mining	2019	437
Perspectives on ENCODE Federico Abascal, Reyes Acosta, Nicholas J. Addleman, Nature	2020	214
The role of environmental factors on transmission rates of the COVID-19 outbreak: an initial assessment in two spatial scales Canelle Poirier, Wei Luo, Maimuna S. Majumder, Scientific Reports	2020	189
High-throughput 5′ UTR engineering for enhanced protein production in non-viral gene therapies Jicong Cao, Eva Maria Novoa, Zhizhuo Zhang, Nature Communications	2021	145
LoAdaBoost: Loss-based AdaBoost federated machine learning with reduced computational complexity on IID and non-IID intensive care data Huang Li, Yifeng Yin, Zeng Fu, PLoS ONE Artificial IntelligenceLoss-based AdaboostEngineeringMachine LearningMachine Learning Tool	2020	142
FloW: A Dataset and Benchmark for Floating Waste Detection in Inland Waters Yuwei Cheng, Jiannan Zhu, Mengxin Jiang, 2021 IEEE/CVF International Conference on Computer Vision (ICCV) Radar DataEnvironmental MonitoringEngineeringMarine DebrisMarine Engineering	2021	125
A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models Dianbo Liu, Leonardo Clemente, Canelle Poirier, PubMed EngineeringMachine LearningInternet SearchesComputational EpidemiologyCovid-19 Epidemiology	2020	102
Two-stage Federated Phenotyping and Patient Representation Learning Dianbo Liu, Dmitriy Dligach, Timothy A. Miller Family MedicineEngineeringMachine LearningTwo-stage Federated PhenotypingFederated Structure	2019	100

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