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205 results on '"Tu, Xiaolong"'

1. GreenAuto: An Automated Platform for Sustainable AI Model Design on Edge Devices

Author

Tu, Xiaolong, Chen, Dawei, Han, Kyungtae, Altintas, Onur, and Wang, Haoxin

Subjects
Computer Science - Machine Learning
Abstract

We present GreenAuto, an end-to-end automated platform designed for sustainable AI model exploration, generation, deployment, and evaluation. GreenAuto employs a Pareto front-based search method within an expanded neural architecture search (NAS) space, guided by gradient descent to optimize model exploration. Pre-trained kernel-level energy predictors estimate energy consumption across all models, providing a global view that directs the search toward more sustainable solutions. By automating performance measurements and iteratively refining the search process, GreenAuto demonstrates the efficient identification of sustainable AI models without the need for human intervention.

Published
2025

3. DeepEn2023: Energy Datasets for Edge Artificial Intelligence

Author

Tu, Xiaolong, Mallik, Anik, Wang, Haoxin, and Xie, Jiang

Subjects
Computer Science - Machine Learning, Computer Science - Performance
Abstract

Climate change poses one of the most significant challenges to humanity. As a result of these climatic changes, the frequency of weather, climate, and water-related disasters has multiplied fivefold over the past 50 years, resulting in over 2 million deaths and losses exceeding $3.64 trillion USD. Leveraging AI-powered technologies for sustainable development and combating climate change is a promising avenue. Numerous significant publications are dedicated to using AI to improve renewable energy forecasting, enhance waste management, and monitor environmental changes in real time. However, very few research studies focus on making AI itself environmentally sustainable. This oversight regarding the sustainability of AI within the field might be attributed to a mindset gap and the absence of comprehensive energy datasets. In addition, with the ubiquity of edge AI systems and applications, especially on-device learning, there is a pressing need to measure, analyze, and optimize their environmental sustainability, such as energy efficiency. To this end, in this paper, we propose large-scale energy datasets for edge AI, named DeepEn2023, covering a wide range of kernels, state-of-the-art deep neural network models, and popular edge AI applications. We anticipate that DeepEn2023 will improve transparency in sustainability in on-device deep learning across a range of edge AI systems and applications. For more information, including access to the dataset and code, please visit https://amai-gsu.github.io/DeepEn2023., Comment: arXiv admin note: text overlap with arXiv:2310.18329

Published
2023

4. Unveiling Energy Efficiency in Deep Learning: Measurement, Prediction, and Scoring across Edge Devices

Author

Tu, Xiaolong, Mallik, Anik, Chen, Dawei, Han, Kyungtae, Altintas, Onur, Wang, Haoxin, and Xie, Jiang

Subjects
Computer Science - Networking and Internet Architecture, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Computer Science - Performance, I.2.11
Abstract

Today, deep learning optimization is primarily driven by research focused on achieving high inference accuracy and reducing latency. However, the energy efficiency aspect is often overlooked, possibly due to a lack of sustainability mindset in the field and the absence of a holistic energy dataset. In this paper, we conduct a threefold study, including energy measurement, prediction, and efficiency scoring, with an objective to foster transparency in power and energy consumption within deep learning across various edge devices. Firstly, we present a detailed, first-of-its-kind measurement study that uncovers the energy consumption characteristics of on-device deep learning. This study results in the creation of three extensive energy datasets for edge devices, covering a wide range of kernels, state-of-the-art DNN models, and popular AI applications. Secondly, we design and implement the first kernel-level energy predictors for edge devices based on our kernel-level energy dataset. Evaluation results demonstrate the ability of our predictors to provide consistent and accurate energy estimations on unseen DNN models. Lastly, we introduce two scoring metrics, PCS and IECS, developed to convert complex power and energy consumption data of an edge device into an easily understandable manner for edge device end-users. We hope our work can help shift the mindset of both end-users and the research community towards sustainability in edge computing, a principle that drives our research. Find data, code, and more up-to-date information at https://amai-gsu.github.io/DeepEn2023., Comment: This paper has been accepted by ACM/IEEE Symposium on Edge Computing (SEC '23)

Published
2023
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5. Visualization of Mobility Digital Twin: Framework Design, Case Study, and Future Challenges

Author

Liu, Yueyang, Tu, Xiaolong, Chen, Dawei, Han, Kyungtae, Altintas, Onur, Wang, Haoxin, and Xie, Jiang

Subjects
Computer Science - Networking and Internet Architecture
Abstract

A Mobility Digital Twin is an emerging implementation of digital twin technology in the transportation domain, which creates digital replicas for various physical mobility entities, such as vehicles, drivers, and pedestrians. Although a few work have investigated the applications of mobility digital twin recently, the extent to which it can facilitate safer autonomous vehicles remains insufficiently explored. In this paper, we first propose visualization of mobility digital twin, which aims to augment the existing perception systems in connected and autonomous vehicles through twinning high-fidelity and manipulable geometry representations for causal traffic participants, such as surrounding pedestrians and vehicles, in the digital space. An end-to-end system framework, including image data crowdsourcing, preprocessing, offloading, and edge-assisted 3D geometry reconstruction, is designed to enable real-world development of the proposed visualization of mobility digital twin. We implement the proposed system framework and conduct a case study to assess the twinning fidelity and physical-to-digital synchronicity within different image sampling scenarios and wireless network conditions. Based on the case study, future challenges of the proposed visualization of mobility digital twin are discussed toward the end of the paper., Comment: The paper has been accepted by The 20th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS 2023)

Published
2023

9. The third Intensive Care Bundle with Blood Pressure Reduction in Acute Cerebral Haemorrhage Trial (INTERACT3): an international, stepped wedge cluster randomised controlled trial

Author

Robinson, Thompson, Miranda, J. Jaime, Anderson, Craig S., You, Chao, Song, Lili, Parry-Jones, Adrian, Sprigg, Nikola, Durrans, Sophie, Harris, Caroline, Bamford, Ann, Smith, Olivia, Herbert, Robert, Chen, Christopher, Whiteley, William, Hu, Rong, Billot, Laurent, Li, Qiang, Mysore, Jayanthi, Hu, Xin, Zhang, Yao, Liu, Feifeng, Sakamoto, Yuki, You, Shoujiang, Han, Qiao, Crutzen, Bernard, Li, Yunke, Cheung, Emily, Jan, Stephen, Liu, Hueiming, Ouyang, Menglu, Sun, Lingli, Chu, Honglin, Anjum, Anila, Gonzalez Mc Cawley, Francisca, Del Rio, Alejandra, Rimoli, Bruna, Cerantola, Rodrigo, Jeevarajah, Thanushanthan, Kannangara, Madhushani, Joseph, Andrene, Nanayakkara, Chamath, Chen, Xiaoying, Malavera, Alejandra, Zhang, Chunmiao, Yang, Zhao, Li, Brook, Meng, Zhuo, Liu, Leibo, Ning, Yi, Dong, Le, Armenis, Manuela, Lim, Joyce, Monaghan, Helen, Ma, Lu, Li, Xi, Luo, Rui, Cheng, Guojuan, Dong, Yilin, Liu, Ziqin, Wang, Shuihong, Zhang, Ying, Cheng, Jipeng, Shi, Hui, Li, Wenjing, Mou, Langming, Yi, Ping, Chen, Chen, Chen, Xue, Weerawardena, Shalomi, Ellawala, Poornima, Ranasinghe, Enalee, Rodrigo, Chrishmi, Wahab, Kolawala, Adeniyi, Sunday, Pandian, Jeyaraj, Khanna, Megha, Muñoz Venturelli, Paula, González, Francisca, Urrutia Goldsack, Francisca, Wasay, Mohammad, Begum, Dilshad, Pontes-Neto, Octavio, Camilo, Millene, Dias, Francisco, Vincenzi, Octavio, Moro, Carla, Santos, Renata, Texeira, Nara, Longo, Alexandre, Liberato, Rafaela, Martins, Sheila, Pille, Arthur, Chwal, Bruna, Silva, Isabel, Titton, Natacha, Weiss, Gustavo, Mora, Daissy, Ouriques, Magda, Carbonera, Leonardo, Bazan, Rodrigo, Modolo, Gabriel, Winckler, Fernanda, Miranda, Luana, Souza, Juli, Rojo, Alexis, Uslar, Wilhelm, Medel, Lorena, Lopez, Javiera, Herrero, Diego, Lavados, Pablo, Vargas Latorre, Barbara, Conejan, Nathalie, Esparza, Tomas, Sotomayor, Patricio, Wenger, Denisse, Gigoux, Juan Pablo, Letelier, Aldo, Acevedo, Lilian, Moya, Vivianne, Figueroa, Cristian, Vallejos, Nicol, Guerrero, Rodrigo, Velasquez, Mauricio, Vallejos, Jose, Pallauta, Kimerly, Santibanez, Tamara, Queirolo, Angelo, Lobos, Andrea, Jiang, Yongming, Li, Weimin, Huang, Wei, Luo, Ke, Liu, Gangying, Tang, Guanghai, Yang, Guang, Jiang, Hongtao, Zhang, Xu, Jing, Hongyan, Zhu, Sheng, Pu, Bo, Lv, Dong, Kang, Hui, Hu, Qiuping, She, Xiaochun, Jiang, Xiaoming, Chen, Yanli, Yang, Shenghua, He, Jianjun, Li, Zongping, Cheng, Gang, Huang, Hailin, Wang, Xiaoyi, Lin, Jianqiong, Chen, Minhui, Yang, Chenghao, Ding, Hao, Deng, Yunliang, Luo, Fei, Zhang, Rongjun, Wang, Xiaofeng, Zhang, Hongbing, Yang, Xiaoliang, Zhang, Yang, Yang, Chengyi, He, Yu, Liu, Feng, Wang, Rongjie, Zhang, Yuhui, Xin, Xiaodong, Feng, Bin, Hao, Wanru, Song, Chang, Guo, Yun, Jiang, Dehua, Chen, Jie, Tang, Changtong, Zhu, Hongliang, Li, Xin, Cui, Jin, Xu, Haidong, Li, Boyang, Tang, Fusheng, Li, Yuanbin, Gao, Min, Yang, Bo, Xu, Xuejun, Deng, Bing, Zheng, Yi, Ge, Yuanhong, Chen, Keyu, Liu, Yang, Li, Xinshen, Zhong, Tingting, Xu, Jianfeng, Zhang, Hai, Wang, Jiyue, Zhu, Jianxin, Sun, Hanyu, Yu, Fuhua, Zhang, Xueguang, Xu, Jianguo, Zhang, Mingsen, Wang, Bin, Ma, Yiming, Jiang, Donglin, Zhou, Jun, Liu, Cong, Nie, Wenhong, Li, Mingguo, Tian, Tao, Li, Yong, He, Mingfang, Tu, Xiaolong, Wu, Zhengjun, Liu, Hong, Zhong, Dongsheng, Jiang, Rongcai, Sun, Jian, Tian, Ye, Wei, Yingsheng, An, Shuo, Wei, Pingbo, Luo, Le, Lin, Bin, Liu, Gang, Wen, Yan, Cai, Qiang, Chen, Qianxue, Lei, Pan, Li, Zhiyang, Zhang, Meifang, He, Jiaquan, Chen, Yan, Liu, Jun, Liu, Xinghai, Li, Junyan, Chen, Min, Wang, Jing, Zhou, Bingzhi, Ye, Baichun, Zhang, Jiancheng, Zhang, Manyuan, Pan, Xuming, Yu, Xiaoxiang, Xu, Jian, Xiao, Qingbao, Wang, Yuefei, Tao, Liang, Shi, Lin, Zheng, Niandong, You, Guoliang, Lei, Bo, Chen, Shu, Wu, Honggang, Hu, Jin, Zhao, Jianlan, Yu, Jian, Yuan, Qiang, Du, Zhuoying, Tang, Xielin, Li, Qianke, Liu, Shenghua, Yang, Feilong, Xiao, Kui, Luo, Chao, Wang, Guang, Che, Xudong, Teng, Zhipeng, Wan, Wenwu, Li, Jun, Liu, Yu, Fan, Mingbo, Zhang, Tao, Cai, Lun, Ma, Yuan, Ma, Zhifeng, Li, Bin, He, Linlin, Li, Jinghui, Zhang, Weibing, Zhang, Shuxin, Zhang, Hongzhen, Dai, Yingguang, Lei, Jun, Mao, Lei, Huang, Yiyang, Zhou, Zhi, Chen, Ping, Chen, Fang, Wei, Pan, Li, Tiangui, Chen, Honglin, Zeng, Mengfei, Mou, Kejie, Xue, Jun, Jiang, Yong, Tang, Xiaoping, Chen, Tao, Zhang, Yalan, Xu, Yanbing, Gu, Yuchen, Chen, Lei, Zhao, Yujun, Yang, Bin, Kuai, Peng, Wang, Xi, Yang, Yuwang, Hu, Xueling, Zhang, Huitian, Yang, Yintao, Wang, Weifeng, Zhang, Junyi, Cheng, Wei, Zhang, Xiaoxue, Ma, Xiaowen, He, Qin, Zhang, Li, Gao, Rong, Liu, Huixiang, Ye, Jingwei, Xu, Ping, Wu, Xin, Yuan, Yuan, Zou, Peng, Zhang, Zhen, Cheng, Jiyong, Zhou, Zhangming, Zeng, Yijun, Liang, Zhang, Du, Deming, Yu, Shui, Cao, Yongjun, Xu, Jiaping, Huang, Zhichao, Chen, Dongqin, Xiao, Wenfeng, Zhu, Li, Yuan, Miao, Wang, Yuhai, Shi, Dongliang, Hu, Xu, Xiang, Dingchao, Shi, Like, Wang, Hongqin, Yang, Liu, Miao, Wang, Hu, Yiyi, Zhao, Yuchun, Hu, Xi, Zhou, Weiduo, Sun, Chao, Tang, Dong, Yao, Kun, You, Jin, Chen, Shishi, Yao, Jianmin, Li, Huanmei, Liu, Jinmei, Bai, Ailin, Yi, Yong, Deng, Qingshan, Luo, Peng, Wang, Han, Jiang, Jingcheng, Yang, Qingwei, He, Shunpo, Wang, Jun, Chen, Yu, He, Hua, Deng, Yuyang, Cao, Zhikai, Yi, Xuxia, Luo, Jinbiao, Luo, Shuang, Gong, Min, Liu, Li, Gao, Xuejun, Liu, Jia, Wu, Li'e, Zhang, Jia, Sun, Hongying, Li, Xinhui, Jia, Lu, Wu, Jianbing, Zhang, Jie, Zhang, Huajun, Du, Chunfu, Li, Shun, Yang, Xiaobin, He, Jie, Liao, Lei, Zhou, Gezhi, Dong, Wentao, Chen, Yunxiang, Lin, Xiaofeng, Shui, Xujian, Zhang, Peng, Zhao, Yuan, Yang, Hongli, Zhao, Wenbin, Zhang, Xiaoyi, Chen, Jincao, Wu, Qian, Dai, Xuan, Tang, Baogui, Wang, Yinjuan, Liu, Tao, Zhang, Haixia, Duan, Faliang, Luo, Ming, Jiao, Qingfang, Lei, Guoliang, Wang, Dong, Song, Chunwang, Tan, Haopeng, Ye, Feng, Qin, Xinghu, Liang, Xiaolong, Liu, Junling, Yang, Lang, Yang, Jie, Lin, Yapeng, Yang, Qian, Ma, Xuntai, Qi, Yinkuang, Pan, Baogen, Jiang, Caixia, Ye, Zhanying, Dong, Ce, Yue, Xiongfei, Yang, Xiaopeng, Maimaitiyiming, Tuoheti, Dong, Jun, Wu, Yonggang, Gao, Feng, Zhao, Deqiang, Zhang, Xinghai, Wang, PengJun, Jiang, Hongbo, Li, Jianping, Zhang, Wei, Chen, Jing, Tong, Haibo, Wang, Yonghong, Qiao, Kaipeng, Guo, Fuyou, Zhang, Mingchu, Hu, Yan, Feng, Mengzhao, Song, Dengpan, Zuo, Yi, Chen, Shangjun, Qian, Chao, Li, Baoming, Ma, Jingku, Zhang, Sunfu, Kong, Bin, Dong, Xingyu, Fang, Sheng, Lu, Bin, Li, Yang, Yang, Yongling, Yu, Hong, Sun, Huaiyu, Wang, Yue, Wang, Weimin, Li, Tong, Li, Shengli, Xu, Zhiming, Wang, Yongyi, Dong, Qiang, Tang, Yuping, Chu, Heling, Lu, Ying, Wang, Zhong, Sun, Xiaoou, Zhao, Jianhua, Yang, Shuaifeng, Qian, Xiying, Saroja, Aralikatte Onkarappa, Naik k, Ravishankar, Chindhi, Sandip, Pampaniya, Nakul, Amaresh, Kurubara, Iype, Thomas, R, Dileep, Rajan, Reeja, Panicker, Praveen, Das, Rupjyoti, Choudhury, Nupur, Gohain, Pankaja, Webster, Jemin, Pakma, Biyol, Sangi, Lalbiak, Sebastian, Ivy, Aggrawal, Gaurav, Raj, Komal, Rajoura, Deepankshi, Singh, Sulena, Aggrawal, Varun, Narang, Amit, Arauz, Antonio, Cano-Nigenda, Vanesa, López-Mena, Diego, Valdez-Ruvalcaba, Héctor, Toledo-Treviño, Roberto, Obiako, Reginald, Abubakar, Sani, Emeka, Oguike, Olayemi, Balogun, Lois, Melika, Philip, Ibinaiye, Comfort O, Olurishe, Okubadejo, Njideka, Agabi, Osigwe, Ojo, Oluwadamilola, Wahab, Kolawole, Bello, Abiodun, Ibukun, Oyinloye, Sanayaolu, Olufemi, Jimoh, Abdulraheem, Waheed, Shahid, Kamal, Dr.Ayeesha, Shoaib, Raja Farhat, Orooj, Fizza, Majid, Sadaf, Zehra, Taskeen, Khan, Abdus Salam, Shanker, Ravi, Syed, Nadir Ali, Ahmad, Nashwa, Abanto, Carlos, Valencia, Ana, Barrientos, Danny, Ramirez, Jorge, Calle, Pilar, Palliyeguruge, Dilum, Muthucumarana, Sumudu, Ratnayaka, Shiroma, Ganihiarachchi, Dilhara, Bandaranayake, Arundathi, Somaratne, S.D.B, Narayana, Saumya, Gallage, Sithara, Senanayake, Bimsara, Samarasiri, Udari, Luke, Dunya, Sivapathasundaram, Mythily, Sahadevan, Vithoosan, Rasmi, Amani, Deshaka, Yuran, Fernando, Nilukshi, Munasinghe, Aruna, Rathnapriya, Kapilanga, Nissanka, A.S, Karunathilake, Kanchana, Gayan, Isuru, Wijenayake, Kaminda, Gunasekara, Hasitha, Vidyarathne, Jagath, Keshavaraj, Ajantha, Janarthanan, Kanagasabapathy, Gerald Jeevathasan, Arhivalaky, Sivamainthan, Sivaram, John Priyanth, Mathyamuthan, John Priyanth, Abirami, Rajendiran, Thambippillai, Alwis, Sanjeewa, Gunasekare, Nushara, Liyanarachchi, Vasundara, Dissanayake, Athula, Uluwattage, Wimalasiri Mewa, Ratnayake, Gimhani, Rajinee, Charika, Jayawardana, Sakura, Peiris, Janaka, Wicramasinghe, Ranjith, Fernando, Chamila, Abbas, Jessie, Withanage, Nethmini, Bandara, Makaranda, Mai, Duy Ton, Nguyen, Van Chi, Dao, Viet Phuong, Vuong, Xuan Trung, Nguyen, Tien Dung, Dinh, Trung Hieu, Phan, Ha Quan, Bui, Quoc Viet, Phung, Dinh Tho, Pham, Quang Tho, Pham, Dinh Dai, Do, Duc Thuan, Dang, Phuc Duc, Dang, Minh Duc, Nguyen, Dang Hai, Nguyen, Thi Phuong Nga, Nguyen, Quoc Huy, Pham, Quoc Dai, Chau, Quoc Vinh, Tai, Vinh Thy Van, Le, Tran Vinh, Le, Cong Tri, Tran, Ha Mai Khuong, Nguyen, Huu Khanh, Ngyen, Hoang Minh Thao, Vo, Duc Chien, Nguyen, Thai My Phuong, Tran, Trung Thanh, Vo, Thi Hanh Vi, Cao, Hao Nhien, Nguyen, Ba Thang, Le, Thi Ngoc Suong, La, Thien Duc, Pham, Chi Duc, Thai, Huy, Muñoz-Venturelli, Paula, de Silva, Asita, Thang, Nguyen Huy, Wahab, Kolawole W, Pandian, Jeyaraj D, Pontes-Neto, Octavio M, Shi, Haiping, Wang, Xia, Zhao, Yang, Li, Hao, Liu, Yi, Jiang, Yan, Wu, Bo, Liu, Ming, and Anderson, Craig S

Published
2023
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14. Genome sequences reveal global dispersal routes and suggest convergent genetic adaptations in seahorse evolution

Author

Li, Chunyan, Olave, Melisa, Hou, Yali, Qin, Geng, Schneider, Ralf F., Gao, Zexia, Tu, Xiaolong, Wang, Xin, Qi, Furong, Nater, Alexander, Kautt, Andreas F., Wan, Shiming, Zhang, Yanhong, Liu, Yali, Zhang, Huixian, Zhang, Bo, Zhang, Hao, Qu, Meng, Liu, Shuaishuai, Chen, Zeyu, Zhong, Jia, Zhang, He, Meng, Lingfeng, Wang, Kai, Yin, Jianping, Huang, Liangmin, Venkatesh, Byrappa, Meyer, Axel, Lu, Xuemei, and Lin, Qiang

Published
2021
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33. A living biobank of matched pairs of patient-derived xenografts and organoids for cancer pharmacology

Author

Xu, Xiaoxi, Kumari, Rajendra, Zhou, Jun, Chen, Jing, Mao, Binchen, Wang, Jingjing, Zheng, Meiling, Tu, Xiaolong, An, Xiaoyu, Chen, Xiaobo, Zhang, Likun, Tian, Xiaoli, Wang, Haojie, Dong, Xin, Bao, Zhengzheng, Guo, Sheng, Ouyang, Xuesong, Shang, Limei, Wang, Fei, Yan, Xuefei, Zhang, Rui, Vries, Robert G J, Clevers, Hans, Li, Qi-Xiang, Xu, Xiaoxi, Kumari, Rajendra, Zhou, Jun, Chen, Jing, Mao, Binchen, Wang, Jingjing, Zheng, Meiling, Tu, Xiaolong, An, Xiaoyu, Chen, Xiaobo, Zhang, Likun, Tian, Xiaoli, Wang, Haojie, Dong, Xin, Bao, Zhengzheng, Guo, Sheng, Ouyang, Xuesong, Shang, Limei, Wang, Fei, Yan, Xuefei, Zhang, Rui, Vries, Robert G J, Clevers, Hans, and Li, Qi-Xiang

Abstract

Patient-derived tumor xenograft (PDX)/organoid (PDO), driven by cancer stem cells (CSC), are considered the most predictive models for translational oncology. Large PDX collections reflective of patient populations have been created and used extensively to test various investigational therapies, including population-trials as surrogate subjects in vivo. PDOs are recognized as in vitro surrogates for patients amenable for high-throughput screening (HTS). We have built a biobank of carcinoma PDX-derived organoids (PDXOs) by converting an existing PDX library and confirmed high degree of similarities between PDXOs and parental PDXs in genomics, histopathology and pharmacology, suggesting "biological equivalence or interchangeability" between the two. Here we demonstrate the applications of PDXO biobank for HTS "matrix" screening for both lead compounds and indications, immune cell co-cultures for immune-therapies and engineering enables in vitro/in vivo imaging. This large biobank of >550 matched pairs of PDXs/PDXOs across different cancers could become powerful tools for the future cancer drug discovery.

Published
2023

34. A living biobank of matched pairs of patient-derived xenografts and organoids for cancer pharmacology

Author

Hubrecht Institute with UMC, CMM, Cancer, Xu, Xiaoxi, Kumari, Rajendra, Zhou, Jun, Chen, Jing, Mao, Binchen, Wang, Jingjing, Zheng, Meiling, Tu, Xiaolong, An, Xiaoyu, Chen, Xiaobo, Zhang, Likun, Tian, Xiaoli, Wang, Haojie, Dong, Xin, Bao, Zhengzheng, Guo, Sheng, Ouyang, Xuesong, Shang, Limei, Wang, Fei, Yan, Xuefei, Zhang, Rui, Vries, Robert G.J., Clevers, Hans, Li, Qi Xiang, Hubrecht Institute with UMC, CMM, Cancer, Xu, Xiaoxi, Kumari, Rajendra, Zhou, Jun, Chen, Jing, Mao, Binchen, Wang, Jingjing, Zheng, Meiling, Tu, Xiaolong, An, Xiaoyu, Chen, Xiaobo, Zhang, Likun, Tian, Xiaoli, Wang, Haojie, Dong, Xin, Bao, Zhengzheng, Guo, Sheng, Ouyang, Xuesong, Shang, Limei, Wang, Fei, Yan, Xuefei, Zhang, Rui, Vries, Robert G.J., Clevers, Hans, and Li, Qi Xiang

Published
2023

35. The third Intensive Care Bundle with Blood Pressure Reduction in Acute Cerebral Haemorrhage Trial (INTERACT3): an international, stepped wedge cluster randomised controlled trial

Author

Ma, Lu, primary, Hu, Xin, additional, Song, Lili, additional, Chen, Xiaoying, additional, Ouyang, Menglu, additional, Billot, Laurent, additional, Li, Qiang, additional, Malavera, Alejandra, additional, Li, Xi, additional, Muñoz-Venturelli, Paula, additional, de Silva, Asita, additional, Thang, Nguyen Huy, additional, Wahab, Kolawole W, additional, Pandian, Jeyaraj D, additional, Wasay, Mohammad, additional, Pontes-Neto, Octavio M, additional, Abanto, Carlos, additional, Arauz, Antonio, additional, Shi, Haiping, additional, Tang, Guanghai, additional, Zhu, Sheng, additional, She, Xiaochun, additional, Liu, Leibo, additional, Sakamoto, Yuki, additional, You, Shoujiang, additional, Han, Qiao, additional, Crutzen, Bernard, additional, Cheung, Emily, additional, Li, Yunke, additional, Wang, Xia, additional, Chen, Chen, additional, Liu, Feifeng, additional, Zhao, Yang, additional, Li, Hao, additional, Liu, Yi, additional, Jiang, Yan, additional, Chen, Lei, additional, Wu, Bo, additional, Liu, Ming, additional, Xu, Jianguo, additional, You, Chao, additional, Anderson, Craig S, additional, Robinson, Thompson, additional, Miranda, J. Jaime, additional, Anderson, Craig S., additional, Parry-Jones, Adrian, additional, Sprigg, Nikola, additional, Durrans, Sophie, additional, Harris, Caroline, additional, Bamford, Ann, additional, Smith, Olivia, additional, Herbert, Robert, additional, Chen, Christopher, additional, Whiteley, William, additional, Hu, Rong, additional, Mysore, Jayanthi, additional, Zhang, Yao, additional, Jan, Stephen, additional, Liu, Hueiming, additional, Sun, Lingli, additional, Chu, Honglin, additional, Anjum, Anila, additional, Gonzalez Mc Cawley, Francisca, additional, Del Rio, Alejandra, additional, Rimoli, Bruna, additional, Cerantola, Rodrigo, additional, Jeevarajah, Thanushanthan, additional, Kannangara, Madhushani, additional, Joseph, Andrene, additional, Nanayakkara, Chamath, additional, Zhang, Chunmiao, additional, Yang, Zhao, additional, Li, Brook, additional, Meng, Zhuo, additional, Ning, Yi, additional, Dong, Le, additional, Armenis, Manuela, additional, Lim, Joyce, additional, Monaghan, Helen, additional, Ma, Lu, additional, Luo, Rui, additional, Cheng, Guojuan, additional, Dong, Yilin, additional, Liu, Ziqin, additional, Wang, Shuihong, additional, Zhang, Ying, additional, Cheng, Jipeng, additional, Shi, Hui, additional, Li, Wenjing, additional, Mou, Langming, additional, Yi, Ping, additional, Chen, Xue, additional, Weerawardena, Shalomi, additional, Ellawala, Poornima, additional, Ranasinghe, Enalee, additional, Rodrigo, Chrishmi, additional, Wahab, Kolawala, additional, Adeniyi, Sunday, additional, Pandian, Jeyaraj, additional, Khanna, Megha, additional, Muñoz Venturelli, Paula, additional, González, Francisca, additional, Urrutia Goldsack, Francisca, additional, Begum, Dilshad, additional, Pontes-Neto, Octavio, additional, Camilo, Millene, additional, Dias, Francisco, additional, Vincenzi, Octavio, additional, Moro, Carla, additional, Santos, Renata, additional, Texeira, Nara, additional, Longo, Alexandre, additional, Liberato, Rafaela, additional, Martins, Sheila, additional, Pille, Arthur, additional, Chwal, Bruna, additional, Silva, Isabel, additional, Titton, Natacha, additional, Weiss, Gustavo, additional, Mora, Daissy, additional, Ouriques, Magda, additional, Carbonera, Leonardo, additional, Bazan, Rodrigo, additional, Modolo, Gabriel, additional, Winckler, Fernanda, additional, Miranda, Luana, additional, Souza, Juli, additional, Rojo, Alexis, additional, Uslar, Wilhelm, additional, Medel, Lorena, additional, Lopez, Javiera, additional, Herrero, Diego, additional, Lavados, Pablo, additional, Vargas Latorre, Barbara, additional, Conejan, Nathalie, additional, Esparza, Tomas, additional, Sotomayor, Patricio, additional, Wenger, Denisse, additional, Gigoux, Juan Pablo, additional, Letelier, Aldo, additional, Acevedo, Lilian, additional, Moya, Vivianne, additional, Figueroa, Cristian, additional, Vallejos, Nicol, additional, Guerrero, Rodrigo, additional, Velasquez, Mauricio, additional, Vallejos, Jose, additional, Pallauta, Kimerly, additional, Santibanez, Tamara, additional, Queirolo, Angelo, additional, Lobos, Andrea, additional, Jiang, Yongming, additional, Li, Weimin, additional, Huang, Wei, additional, Luo, Ke, additional, Liu, Gangying, additional, Yang, Guang, additional, Jiang, Hongtao, additional, Zhang, Xu, additional, Jing, Hongyan, additional, Pu, Bo, additional, Lv, Dong, additional, Kang, Hui, additional, Hu, Qiuping, additional, Jiang, Xiaoming, additional, Chen, Yanli, additional, Yang, Shenghua, additional, He, Jianjun, additional, Li, Zongping, additional, Cheng, Gang, additional, Huang, Hailin, additional, Wang, Xiaoyi, additional, Lin, Jianqiong, additional, Chen, Minhui, additional, Yang, Chenghao, additional, Ding, Hao, additional, Deng, Yunliang, additional, Luo, Fei, additional, Zhang, Rongjun, additional, Wang, Xiaofeng, additional, Zhang, Hongbing, additional, Yang, Xiaoliang, additional, Zhang, Yang, additional, Yang, Chengyi, additional, He, Yu, additional, Liu, Feng, additional, Wang, Rongjie, additional, Zhang, Yuhui, additional, Xin, Xiaodong, additional, Feng, Bin, additional, Hao, Wanru, additional, Song, Chang, additional, Guo, Yun, additional, Jiang, Dehua, additional, Chen, Jie, additional, Tang, Changtong, additional, Zhu, Hongliang, additional, Li, Xin, additional, Cui, Jin, additional, Xu, Haidong, additional, Li, Boyang, additional, Tang, Fusheng, additional, Li, Yuanbin, additional, Gao, Min, additional, Yang, Bo, additional, Xu, Xuejun, additional, Deng, Bing, additional, Zheng, Yi, additional, Ge, Yuanhong, additional, Chen, Keyu, additional, Liu, Yang, additional, Li, Xinshen, additional, Zhong, Tingting, additional, Xu, Jianfeng, additional, Zhang, Hai, additional, Wang, Jiyue, additional, Zhu, Jianxin, additional, Sun, Hanyu, additional, Yu, Fuhua, additional, Zhang, Xueguang, additional, Zhang, Mingsen, additional, Wang, Bin, additional, Ma, Yiming, additional, Jiang, Donglin, additional, Zhou, Jun, additional, Liu, Cong, additional, Nie, Wenhong, additional, Li, Mingguo, additional, Tian, Tao, additional, Li, Yong, additional, He, Mingfang, additional, Tu, Xiaolong, additional, Wu, Zhengjun, additional, Liu, Hong, additional, Zhong, Dongsheng, additional, Jiang, Rongcai, additional, Sun, Jian, additional, Tian, Ye, additional, Wei, Yingsheng, additional, An, Shuo, additional, Wei, Pingbo, additional, Luo, Le, additional, Lin, Bin, additional, Liu, Gang, additional, Wen, Yan, additional, Cai, Qiang, additional, Chen, Qianxue, additional, Lei, Pan, additional, Li, Zhiyang, additional, Zhang, Meifang, additional, He, Jiaquan, additional, Chen, Yan, additional, Liu, Jun, additional, Liu, Xinghai, additional, Li, Junyan, additional, Chen, Min, additional, Wang, Jing, additional, Zhou, Bingzhi, additional, Ye, Baichun, additional, Zhang, Jiancheng, additional, Zhang, Manyuan, additional, Pan, Xuming, additional, Yu, Xiaoxiang, additional, Xu, Jian, additional, Xiao, Qingbao, additional, Wang, Yuefei, additional, Tao, Liang, additional, Shi, Lin, additional, Zheng, Niandong, additional, You, Guoliang, additional, Lei, Bo, additional, Chen, Shu, additional, Wu, Honggang, additional, Hu, Jin, additional, Zhao, Jianlan, additional, Yu, Jian, additional, Yuan, Qiang, additional, Du, Zhuoying, additional, Tang, Xielin, additional, Li, Qianke, additional, Liu, Shenghua, additional, Yang, Feilong, additional, Xiao, Kui, additional, Luo, Chao, additional, Wang, Guang, additional, Che, Xudong, additional, Teng, Zhipeng, additional, Wan, Wenwu, additional, Li, Jun, additional, Liu, Yu, additional, Fan, Mingbo, additional, Zhang, Tao, additional, Cai, Lun, additional, Ma, Yuan, additional, Ma, Zhifeng, additional, Li, Bin, additional, He, Linlin, additional, Li, Jinghui, additional, Zhang, Weibing, additional, Zhang, Shuxin, additional, Zhang, Hongzhen, additional, Dai, Yingguang, additional, Lei, Jun, additional, Mao, Lei, additional, Huang, Yiyang, additional, Zhou, Zhi, additional, Chen, Ping, additional, Chen, Fang, additional, Wei, Pan, additional, Li, Tiangui, additional, Chen, Honglin, additional, Zeng, Mengfei, additional, Mou, Kejie, additional, Xue, Jun, additional, Jiang, Yong, additional, Tang, Xiaoping, additional, Chen, Tao, additional, Zhang, Yalan, additional, Xu, Yanbing, additional, Gu, Yuchen, additional, Zhao, Yujun, additional, Yang, Bin, additional, Kuai, Peng, additional, Wang, Xi, additional, Yang, Yuwang, additional, Hu, Xueling, additional, Zhang, Huitian, additional, Yang, Yintao, additional, Wang, Weifeng, additional, Zhang, Junyi, additional, Cheng, Wei, additional, Zhang, Xiaoxue, additional, Ma, Xiaowen, additional, He, Qin, additional, Zhang, Li, additional, Gao, Rong, additional, Liu, Huixiang, additional, Ye, Jingwei, additional, Xu, Ping, additional, Wu, Xin, additional, Yuan, Yuan, additional, Zou, Peng, additional, Zhang, Zhen, additional, Cheng, Jiyong, additional, Zhou, Zhangming, additional, Zeng, Yijun, additional, Liang, Zhang, additional, Du, Deming, additional, Yu, Shui, additional, Cao, Yongjun, additional, Xu, Jiaping, additional, Huang, Zhichao, additional, Chen, Dongqin, additional, Xiao, Wenfeng, additional, Zhu, Li, additional, Yuan, Miao, additional, Wang, Yuhai, additional, Shi, Dongliang, additional, Hu, Xu, additional, Xiang, Dingchao, additional, Shi, Like, additional, Wang, Hongqin, additional, Yang, Liu, additional, Miao, Wang, additional, Hu, Yiyi, additional, Zhao, Yuchun, additional, Hu, Xi, additional, Zhou, Weiduo, additional, Sun, Chao, additional, Tang, Dong, additional, Yao, Kun, additional, You, Jin, additional, Chen, Shishi, additional, Yao, Jianmin, additional, Li, Huanmei, additional, Liu, Jinmei, additional, Bai, Ailin, additional, Yi, Yong, additional, Deng, Qingshan, additional, Luo, Peng, additional, Wang, Han, additional, Jiang, Jingcheng, additional, Yang, Qingwei, additional, He, Shunpo, additional, Wang, Jun, additional, Chen, Yu, additional, He, Hua, additional, Deng, Yuyang, additional, Cao, Zhikai, additional, Yi, Xuxia, additional, Luo, Jinbiao, additional, Luo, Shuang, additional, Gong, Min, additional, Liu, Li, additional, Gao, Xuejun, additional, Liu, Jia, additional, Wu, Li'e, additional, Zhang, Jia, additional, Sun, Hongying, additional, Li, Xinhui, additional, Jia, Lu, additional, Wu, Jianbing, additional, Zhang, Jie, additional, Zhang, Huajun, additional, Du, Chunfu, additional, Li, Shun, additional, Yang, Xiaobin, additional, He, Jie, additional, Liao, Lei, additional, Zhou, Gezhi, additional, Dong, Wentao, additional, Chen, Yunxiang, additional, Lin, Xiaofeng, additional, Shui, Xujian, additional, Zhang, Peng, additional, Zhao, Yuan, additional, Yang, Hongli, additional, Zhao, Wenbin, additional, Zhang, Xiaoyi, additional, Chen, Jincao, additional, Wu, Qian, additional, Dai, Xuan, additional, Tang, Baogui, additional, Wang, Yinjuan, additional, Liu, Tao, additional, Zhang, Haixia, additional, Duan, Faliang, additional, Luo, Ming, additional, Jiao, Qingfang, additional, Lei, Guoliang, additional, Wang, Dong, additional, Song, Chunwang, additional, Tan, Haopeng, additional, Ye, Feng, additional, Qin, Xinghu, additional, Liang, Xiaolong, additional, Liu, Junling, additional, Yang, Lang, additional, Yang, Jie, additional, Lin, Yapeng, additional, Yang, Qian, additional, Ma, Xuntai, additional, Qi, Yinkuang, additional, Pan, Baogen, additional, Jiang, Caixia, additional, Ye, Zhanying, additional, Dong, Ce, additional, Yue, Xiongfei, additional, Yang, Xiaopeng, additional, Maimaitiyiming, Tuoheti, additional, Dong, Jun, additional, Wu, Yonggang, additional, Gao, Feng, additional, Zhao, Deqiang, additional, Zhang, Xinghai, additional, Wang, PengJun, additional, Jiang, Hongbo, additional, Li, Jianping, additional, Zhang, Wei, additional, Chen, Jing, additional, Tong, Haibo, additional, Wang, Yonghong, additional, Qiao, Kaipeng, additional, Guo, Fuyou, additional, Zhang, Mingchu, additional, Hu, Yan, additional, Feng, Mengzhao, additional, Song, Dengpan, additional, Zuo, Yi, additional, Chen, Shangjun, additional, Qian, Chao, additional, Li, Baoming, additional, Ma, Jingku, additional, Zhang, Sunfu, additional, Kong, Bin, additional, Dong, Xingyu, additional, Fang, Sheng, additional, Lu, Bin, additional, Li, Yang, additional, Yang, Yongling, additional, Yu, Hong, additional, Sun, Huaiyu, additional, Wang, Yue, additional, Wang, Weimin, additional, Li, Tong, additional, Li, Shengli, additional, Xu, Zhiming, additional, Wang, Yongyi, additional, Dong, Qiang, additional, Tang, Yuping, additional, Chu, Heling, additional, Lu, Ying, additional, Wang, Zhong, additional, Sun, Xiaoou, additional, Zhao, Jianhua, additional, Yang, Shuaifeng, additional, Qian, Xiying, additional, Saroja, Aralikatte Onkarappa, additional, Naik k, Ravishankar, additional, Chindhi, Sandip, additional, Pampaniya, Nakul, additional, Amaresh, Kurubara, additional, Iype, Thomas, additional, R, Dileep, additional, Rajan, Reeja, additional, Panicker, Praveen, additional, Das, Rupjyoti, additional, Choudhury, Nupur, additional, Gohain, Pankaja, additional, Webster, Jemin, additional, Pakma, Biyol, additional, Sangi, Lalbiak, additional, Sebastian, Ivy, additional, Aggrawal, Gaurav, additional, Raj, Komal, additional, Rajoura, Deepankshi, additional, Singh, Sulena, additional, Aggrawal, Varun, additional, Narang, Amit, additional, Cano-Nigenda, Vanesa, additional, López-Mena, Diego, additional, Valdez-Ruvalcaba, Héctor, additional, Toledo-Treviño, Roberto, additional, Obiako, Reginald, additional, Abubakar, Sani, additional, Emeka, Oguike, additional, Olayemi, Balogun, additional, Lois, Melika, additional, Philip, Ibinaiye, additional, Comfort O, Olurishe, additional, Okubadejo, Njideka, additional, Agabi, Osigwe, additional, Ojo, Oluwadamilola, additional, Wahab, Kolawole, additional, Bello, Abiodun, additional, Ibukun, Oyinloye, additional, Sanayaolu, Olufemi, additional, Jimoh, Abdulraheem, additional, Waheed, Shahid, additional, Kamal, Dr.Ayeesha, additional, Shoaib, Raja Farhat, additional, Orooj, Fizza, additional, Majid, Sadaf, additional, Zehra, Taskeen, additional, Khan, Abdus Salam, additional, Shanker, Ravi, additional, Syed, Nadir Ali, additional, Ahmad, Nashwa, additional, Valencia, Ana, additional, Barrientos, Danny, additional, Ramirez, Jorge, additional, Calle, Pilar, additional, Palliyeguruge, Dilum, additional, Muthucumarana, Sumudu, additional, Ratnayaka, Shiroma, additional, Ganihiarachchi, Dilhara, additional, Bandaranayake, Arundathi, additional, Somaratne, S.D.B, additional, Narayana, Saumya, additional, Gallage, Sithara, additional, Senanayake, Bimsara, additional, Samarasiri, Udari, additional, Luke, Dunya, additional, Sivapathasundaram, Mythily, additional, Sahadevan, Vithoosan, additional, Rasmi, Amani, additional, Deshaka, Yuran, additional, Fernando, Nilukshi, additional, Munasinghe, Aruna, additional, Rathnapriya, Kapilanga, additional, Nissanka, A.S, additional, Karunathilake, Kanchana, additional, Gayan, Isuru, additional, Wijenayake, Kaminda, additional, Gunasekara, Hasitha, additional, Vidyarathne, Jagath, additional, Keshavaraj, Ajantha, additional, Janarthanan, Kanagasabapathy, additional, Gerald Jeevathasan, Arhivalaky, additional, Sivamainthan, Sivaram, additional, John Priyanth, Mathyamuthan, additional, John Priyanth, Abirami, additional, Rajendiran, Thambippillai, additional, Alwis, Sanjeewa, additional, Gunasekare, Nushara, additional, Liyanarachchi, Vasundara, additional, Dissanayake, Athula, additional, Uluwattage, Wimalasiri Mewa, additional, Ratnayake, Gimhani, additional, Rajinee, Charika, additional, Jayawardana, Sakura, additional, Peiris, Janaka, additional, Wicramasinghe, Ranjith, additional, Fernando, Chamila, additional, Abbas, Jessie, additional, Withanage, Nethmini, additional, Bandara, Makaranda, additional, Mai, Duy Ton, additional, Nguyen, Van Chi, additional, Dao, Viet Phuong, additional, Vuong, Xuan Trung, additional, Nguyen, Tien Dung, additional, Dinh, Trung Hieu, additional, Phan, Ha Quan, additional, Bui, Quoc Viet, additional, Phung, Dinh Tho, additional, Pham, Quang Tho, additional, Pham, Dinh Dai, additional, Do, Duc Thuan, additional, Dang, Phuc Duc, additional, Dang, Minh Duc, additional, Nguyen, Dang Hai, additional, Nguyen, Thi Phuong Nga, additional, Nguyen, Quoc Huy, additional, Pham, Quoc Dai, additional, Chau, Quoc Vinh, additional, Tai, Vinh Thy Van, additional, Le, Tran Vinh, additional, Le, Cong Tri, additional, Tran, Ha Mai Khuong, additional, Nguyen, Huu Khanh, additional, Ngyen, Hoang Minh Thao, additional, Vo, Duc Chien, additional, Nguyen, Thai My Phuong, additional, Tran, Trung Thanh, additional, Vo, Thi Hanh Vi, additional, Cao, Hao Nhien, additional, Nguyen, Ba Thang, additional, Le, Thi Ngoc Suong, additional, La, Thien Duc, additional, Pham, Chi Duc, additional, and Thai, Huy, additional

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Xu, Xiaoxi, primary, Kumari, Rajendra, additional, Zhou, Jun, additional, Chen, Jing, additional, Mao, Binchen, additional, Wang, Jingjing, additional, Zheng, Meiling, additional, Tu, Xiaolong, additional, An, Xiaoyu, additional, Chen, Xiaobo, additional, Zhang, Likun, additional, Tian, Xiaoli, additional, Wang, Haojie, additional, Dong, Xin, additional, Bao, Zhengzheng, additional, Guo, Sheng, additional, Ouyang, Xuesong, additional, Shang, Limei, additional, Wang, Fei, additional, Yan, Xuefei, additional, Zhang, Rui, additional, Vries, Robert G. J., additional, Clevers, Hans, additional, and Li, Qi-Xiang, additional

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2023
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Author

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Zang, Fengqi, primary, Ma, Yan, additional, Tu, Xiaolong, additional, Huang, Ping, additional, Wu, Qichao, additional, Li, Zhimin, additional, Liu, Tao, additional, Lin, Furong, additional, Pei, Surui, additional, Zang, Dekui, additional, Zhang, Xuemei, additional, Zheng, Yongqi, additional, and Yu, Yunyan, additional

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