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Benchmarking deep learning models on large healthcare datasets
@article{Purushotham2018BenchmarkingDL, title={Benchmarking deep learning models on large healthcare datasets}, author={S. Purushotham and Chuizheng Meng and Zhengping Che and Yan Liu}, journal={Journal …
Meer informatieBenchmarking deep learning models on large healthcare …
Deep learning models (aka Deep Neural Networks) have revolutionized many fields including computer vision, natural language processing, speech recognition, and is being increasingly used in clinical healthcare applications. However, few works exist which have benchmarked the performance of the deep learning models with respect to the state-of-the-art machine …
Meer informatieRui Mao, Rui Deng, Yan Wei, Lifang Han, Yanghong Meng, Wei Xie *, Zhengping Jia *. LIMK1 and LIMK2 regulate cortical development through affecting neural progenitor cell proliferation and migration. Mol Brain, 2019, 12(1):67. Guanglin Xing, Moyi Li, Menglong Rui, Nana Tao, Yan Zhuang, Huihui Lv, Junhai Han, Zhengping Jia*, and Wei Xie*.
Meer informatieYu Liu, Jianlin Wang, Haliang Huang, Yu Yun, Dechao Meng, Qixin Yang, Xiaofang Zhai, Zhengping Fu *, Randy J. Knize, Yalin Lu, Ferroelectric Polarization-Assisted Sensitive and High-Power Photodetector in Broad Ultraviolet-to …
Meer informatie[PDF] Deep learning analysis in health care | Semantic Scholar
Objetivo : analisar a aplicabilidade e os beneficios do Deep Learning na area de cuidados de saude. Metodo : trata-se de um estudo descritivo, tipo analise reflexiva, com consulta a artigos entre os anos de 2014 a 2019, publicados em ingles e revisado por pares, no Portal de Periodicos da CAPES, com a equacao de busca ("Deep Learning" AND ("Health Care" …
Meer informatieSanjay Purushotham
Sanjay Purushotham, Chuizheng Meng, Zhengping Che, and Yan Liu Journal of Biomedical Informatics, 2018 (JBI 2018) Association of tumor differentiation grade and survival of women with squamous cell carcinoma of the uterine cervix. Koji Matsuo, Rachel S Mandelbaum, Hiroko Machida, Sanjay Purushotham, Brendan H Grubbs, Lynda D Roman and Jason D ...
Meer informatieZhou Zikai #, Liu An #, Xia Shuting #, Leung Celeste #, Qi Junxia, Meng Yanghong, Xie Wei, Pojeong Park, Graham L. Collingridge * & Jia Zhengping *. The C-terminal tails of endogenous GluA1 and GluA2 …
Meer informatieJournal Pre-proofs Bao Meng, Min Wan, Rui Zhao, …
3 engines. Sato et al. 12 described the advancement of precooled cycle hypersonic turbojet engine and explored the temperature distribution of the precooler, namely, a shell-and-tube-type heat ...
Meer informatieDeng Zhengping | World Cube Association
The World Cube Association governs competitions for mechanical puzzles that are operated by twisting groups of pieces, commonly known as ''twisty puzzles''. The most famous of these puzzles is the Rubik''s Cube, invented by professor Rubik from Hungary. A selection of these puzzles are chosen as official events of the WCA.
Meer informatieContext Label Learning: Improving Background Class …
Background samples provide key contextual information for segmenting regions of interest (ROIs). However, they always cover a diverse set of structures, causing difficulties for the segmentation model to learn good decision boundaries with high sensitivity and precision. The issue concerns the highly heterogeneous nature of the background class, resulting in …
Meer informatieLIMK1 and LIMK2 regulate cortical development ...
It is found that these KO mice are reduced in the number of pyramidal neurons in upper cortical layers and this reduction is accompanied by a smaller pool of neural progenitor cells and impaired neuronal migration, suggesting that LIMK-dependent actin regulation may play a key role in mediating the effects of PAK1 and Rho signaling in the regulation of cortical …
Meer informatieLIMK1 and LIMK2 regulate cortical development through
Rui Mao 1, Rui Deng 1, Yan Wei 1, Lifang Han 1, Yanghong Meng 2, Wei Xie 3, Zhengping Jia 4 5 ... Southeast University, 2 Sipailou Road, Nanjing, 210096, China. [email protected]. 5 Neurosciences & Mental Health, The Hospital for Sick Children, 555 University Ave, Toronto, ON, M5G 1X8, ...
Meer informatieZhengping Yi, Ph.D.
Zhengping Yi, Changchun Zhao, Huilan Chen, and Junsheng Yu, "Effect of pH values on the formation constants of 3-Hydroxy-2-Naphthoic Acid with Beta-Cyclodextrin", Chinese Journal of Inorganic Chemistry, 1997, Vol.13, 164.
Meer informatieMeng Xu, Zhengping Tan, 박사학위 예비심사 통과 > PNEL …
Meng Xu, Zhengping Tan, 박사학위 예비심사 통과 ... 김건우, 김은지, 오현규, 정다현, Zhengping Tan, 박사 학위심사 통과 ...
Meer informatieStudy of the perpendicular self-assembly of a novel high-
A novel type of high-χ block copolymer, polystyrene-block-polycarbonate (PS-b-PC), which contains an active –NH– group on the polymer backbone between the PS block and the PC block, has been successfully synthesized.Vertical micro-phase separation can be successfully achieved on Si substrates with neutral-layer-free materials with a …
Meer informatieAAAI 2018 Tutorial
Sanjay Purushotham, Chuizheng Meng, Zhengping Che, and Yan Liu. arXiv preprint arXiv:1710.08531 (2017). Generating Multi-label Discrete Patient Records using Generative Adversarial Networks, Edward Choi, Siddharth Biswal, Bradley Malin, Jon Duke, Walter F. Stewart, Jimeng Sun, 2017, Proc. of Machine Learning for Healthcare (MLHC) 2017
Meer informatieResearch
Chuizheng Meng*, Loc Trinh*, Nan Xu*, James Enouen, Yan Liu (*equal contribution) Scientific Reports, 2022. [PDF] Benchmarking deep learning models on large healthcare datasets Sanjay Purushotham*, Chuizheng Meng*, Zhengping Che, Yan Liu (*equal contribution) Journal of Biomedical Informatics, 2018.
Meer informatiedblp: Zhengping Che
Sanjay Purushotham, Chuizheng Meng, Zhengping Che, Yan Liu: Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets. CoRR abs/1710.08531 (2017) 2016 [c4] view electronic edition @ amia (archived) no references & citations available ...
Meer informatieSheng Meng Lab News
The new ice structure identified by a joint theoretical and experimental effort exhibits an exceedingly high density (1.2 g/cm3, instead of 0.92 g/cm3 for ordinary ice Ih), which …
Meer informatieZhenping Meng, China Southern Power Grid Co: Profile …
Zhenping Meng is Chairman at China Southern Power Grid Co. See Zhenping Meng''s compensation, career history, education, & memberships.
Meer informatiePapers with Code
23 Oct 2017 · Sanjay Purushotham, Chuizheng Meng, Zhengping Che, Yan Liu · Edit social preview Deep learning models (aka Deep Neural Networks) have revolutionized many fields including computer vision, natural language processing, speech recognition, and is being increasingly used in clinical healthcare applications.
Meer informatieKabinet zet in op energieopslag | Nieuwsbericht
Deze drie energievormen zullen nodig zijn om te zorgen dat er voldoende flexibiliteit is in een energiesysteem met meer variabele energiebronnen, zoals zon en …
Meer informatieChen Meng successfully defended his title, and Huang Xiaoming …
On August 3, local time, in the women''s singles final of table tennis at the Paris Olympics, Chen Meng defeated teammate Sun Yingsha to win the championship. Chen Meng''s …
Meer informatieResearch
Chuizheng Meng*, Loc Trinh*, Nan Xu*, James Enouen, Yan Liu (*equal contribution) Scientific Reports, 2022. [PDF] Benchmarking deep learning models on large healthcare datasets Sanjay Purushotham*, Chuizheng Meng*, Zhengping Che, Yan Liu (*equal . ...
Meer informatieBenchmark of Deep Learning Models on Large Healthcare MIMIC Datasets …
23 Oct 2017 · Sanjay Purushotham, Chuizheng Meng, · Deep learning models (aka Deep Neural Networks) have revolutionized many fields including computer vision, natural language processing, speech recognition, and is being increasingly used in clinical healthcare applications.
Meer informatieA Method for Decompensation Prediction in Emergency and …
A hierarchical posts representations model named Multi-Gated LeakyReLU CNN (MGL-CNN) for identifying depressed individuals in online forums and Experimental results showed that the models performed better than the previous state-of-the-art models on the Reddit Self-reported Depression Diagnosis dataset, and also performed well on the Early …
Meer informatieSample group and misplaced atom dictionary learning for face …
Latest research results have demonstrated the effectiveness of both sparse (or collaborative) representation and dictionary learning for problem solving in face recognition and other signal classification. Considering the fact that an informative dictionary helps a lot in sparse coding, a novel model that consists of group dictionary learning and high-quality joint …
Meer informatiemeng zhang (0000-0001-7525-496X)
meng zhang via Scopus - Elsevier An assessment of the impacts of heat electrification on the electric grid in the UK. Energy Reports 2022-11 | Journal article DOI: …
Meer informatieStudy of the perpendicular self-assembly of a novel high-
The site is secure. The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.A novel type of high-χ block copolymer, polystyrene-block-polycarbonate (PS-b-PC), which contains an active –NH– group on the polymer backbone between the PS block and the PC block, has been …
Meer informatieTheBattery
Alfen''s energieopslagoplossingen zijn gebaseerd op twee hoofdproducten: TheBattery Elements en TheBattery Mobile accu containers zijn op maat gemaakt voor verschillende markten en toepassingen, maar gebaseerd op dezelfde ontwerpprincipes om optimale prestaties, flexibiliteit, modulariteit en een lange levensduur te garanderen.
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