Dianbo Liu

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Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARE-mailová adresa ověřena na: umontreal.ca
Wei LuoAssistant Professor National University of SingaporeE-mailová adresa ověřena na: nus.edu.sg
Mauricio SantillanaProfessor of Physics and Electr. and Comp. Eng., Northeastern University, and Harvard T. H. Chan SPHE-mailová adresa ověřena na: northeastern.edu
Kenneth D. MandlProfessor, Harvard Med. Director, Computational Health Informatics Program, Boston Children'sE-mailová adresa ověřena na: harvard.edu
Manolis KellisProfessor of Computer Science, MIT and Broad InstituteE-mailová adresa ověřena na: mit.edu
Tim MillerAssociate Professor, Boston Childrens Hospital and Harvard Medical SchoolE-mailová adresa ověřena na: childrens.harvard.edu
Anirudh GoyalGoogle DeepMind, Mila, Université de MontréalE-mailová adresa ověřena na: umontreal.ca
Zhizhuo ZhangPostdoctoral Research Associate, MITE-mailová adresa ověřena na: mit.edu
Michael MozerGoogle DeepMind; University of ColoradoE-mailová adresa ověřena na: colorado.edu
Kenji KawaguchiPresidential Young Professor, National University of SingaporeE-mailová adresa ověřena na: nus.edu.sg
Luca AlberganteWaltham Petcare Science InstituteE-mailová adresa ověřena na: effem.com
Alex LambMicrosoft Research (NYC), Université de Montréal, Google Brain, Amazon, Twitch PhD FellowE-mailová adresa ověřena na: microsoft.com
T J NewmanSOLARAVUSE-mailová adresa ověřena na: solaravus.com
Guillaume DumasAssociate Professor, CHUSJ/Mila, University of MontrealE-mailová adresa ověřena na: ppsp.team
James ZouStanford UniversityE-mailová adresa ověřena na: stanford.edu
Isaac KohaneHarvard Medical School, Children's Hospital, Brigham and Women's HospitalE-mailová adresa ověřena na: hms.harvard.edu

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Dianbo Liu

Assistant professor, National University of Singapore

E-mailová adresa ověřena na: nus.edu.sg - Domovská stránka

Push the limits of human machine learning biomedical sciences


Název Seřadit podle citací Seřadit podle roku Seřadit podle názvu	Citace Citace	Rok
Expanded encyclopaedias of DNA elements in the human and mouse genomes JE Moore, MJ Purcaro, HE Pratt, CB Epstein, N Shoresh, J Adrian, T Kawli, ... Nature 583 (7818), 699-710, 2020	1596	2020
Patient clustering improves efficiency of federated machine learning to predict mortality and hospital stay time using distributed electronic medical records L Huang, AL Shea, H Qian, A Masurkar, H Deng, D Liu Journal of biomedical informatics 99, 103291, 2019	471	2019
LoAdaBoost: Loss-based AdaBoost federated machine learning with reduced computational complexity on IID and non-IID intensive care data L Huang, Y Yin, Z Fu, S Zhang, H Deng, D Liu Plos one 15 (4), e0230706, 2020	252	2020
The role of absolute humidity on transmission rates of the COVID-19 outbreak W Luo, MS Majumder, D Liu, C Poirier, KD Mandl, M Lipsitch, ... MedRxiv, 2020.02. 12.20022467, 2020	247	2020
The role of environmental factors on transmission rates of the COVID-19 outbreak: an initial assessment in two spatial scales C Poirier, W Luo, MS Majumder, D Liu, KD Mandl, TA Mooring, ... Scientific reports 10 (1), 17002, 2020	162	2020
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 D Liu, L Clemente, C Poirier, X Ding, M Chinazzi, JT Davis, A Vespignani, ... arXiv preprint arXiv:2004.04019, 2020	151	2020
High-throughput 5′ UTR engineering for enhanced protein production in non-viral gene therapies J Cao, EM Novoa, Z Zhang, WCW Chen, D Liu, GCG Choi, ASL Wong, ... Nature communications 12 (1), 4138, 2021	112	2021
Flow: A dataset and benchmark for floating waste detection in inland waters Y Cheng, J Zhu, M Jiang, J Fu, C Pang, P Wang, K Sankaran, O Onabola, ... Proceedings of the IEEE/CVF international conference on computer vision …, 2021	108	2021
Two-stage federated phenotyping and patient representation learning D Liu, D Dligach, T Miller Proceedings of the 18th BioNLP Workshop, 2019	105	2019
FADL: Federated-Autonomous Deep Learning for Distributed Electronic Health Record D Liu, T Miller, R Sayeed, K Mandl NIPS Machine Learning for Health (ML4H) Workshop, 2018	99	2018
Systems and methods for crowdsourcing, analyzing, and/or matching personal data Z Zhang, M Kellis, D Liu, A Kim, L Huang, S Nuckchady US Patent 11,593,512, 2023	98	2023
Perspectives on ENCODE MP Snyder, TR Gingeras, JE Moore, Z Weng, MB Gerstein, B Ren, ... Nature 583 (7818), 693-698, 2020	97	2020
Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models D Liu, L Clemente, C Poirier, X Ding, M Chinazzi, J Davis, A Vespignani, ... Journal of medical Internet research 22 (8), e20285, 2020	72	2020
DeepFaceLIFT: interpretable personalized models for automatic estimation of self-reported pain D Liu, F Peng, A Shea, R Picard Journal of Machine Learning Research 66, 1-16, 2017	66	2017
Discrete-valued neural communication D Liu, AM Lamb, K Kawaguchi, AG ALIAS PARTH GOYAL, C Sun, ... Advances in Neural Information Processing Systems 34, 2109-2121, 2021	57	2021
Maintenance of distinct melanocyte populations in the interfollicular epidermis JD Glover, S Knolle, KL Wells, D Liu, IJ Jackson, RL Mort, DJ Headon Pigment Cell & Melanoma Research 28 (4), 476-480, 2015	45	2015
Federated pretraining and fine tuning of bert using clinical notes from multiple silos D Liu, T Miller arXiv preprint arXiv:2002.08562, 2020	42	2020
FeARH: Federated machine learning with anonymous random hybridization on electronic medical records J Cui, H Zhu, H Deng, Z Chen, D Liu Journal of Biomedical Informatics 117, 103735, 2021	36	2021
Machine learning approaches to predicting no-shows in pediatric medical appointment D Liu, WY Shin, E Sprecher, K Conroy, O Santiago, G Wachtel, ... NPJ digital medicine 5 (1), 50, 2022	31	2022
The role of absolute humidity on transmission rates of the COVID-19 outbreak. medRxiv 2020.02. 12.20022467 W Luo, MS Majumder, D Liu, C Poirier, KD Mandl, M Lipsitch, ... DOI 10 (2020.02), 12.20022467, 2020	30	2020

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