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Levin Kuhlmann

monash university

32H指数
179论文数
4.3K被引数
收录论文 50
发表时间
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Artificial intelligence models for automated and semiautomated analysis and interpretation of clinical electroencephalography人工智能模型用于临床脑电图自动化和半自动化分析与解释
errLancet Digital Health
IF24.1
err2026-09-03
err0
errOAAI
errSándor Beniczky; Birgit Frauscher; Fábio A Nascimento; Shobi Sivathamboo; Catalina A Rojas; Michael R Sperling; Samden Lhatoo; Philippe Ryvlin; Levin Kuhlmann
err分享
err收藏
Surrogate activated leaky integrate and fire neurons for electricity theft detection代理激活的漏电积分-发放神经元用于窃电检测
errEngineering Applications of Artificial Intelligence
IF8
err2026-07-29
err0
errOAAI
errUbaid Ahmed; Ahsan Raza Khan; Levin Kuhlmann; Anzar Mahmood; Ahmed Zoha
err分享
err收藏
Structural Eigenmodes of the Brain to Improve the Source Localization of EEG: Application to Epileptiform Activity脑部结构特征模态在EEG源定位中的应用：用于癫痫样活动
errAdvanced Science
IF14.1
err2026-03-23
err0
errOAAI
errPok Him Siu; Philippa J. Karoly; Sina Mansour L.; Artemio Soto-Breceda; Levin Kuhlmann; Mark J. Cook; David B. Grayden
err分享
err收藏
Seizure forecasting with multiple timescales and features
errEpilepsia
IF6.6
err2026-01-28
err0
PREAI
errYueyang Liu; Artemio Soto-Breceda; Philippa Karoly; David B. Grayden; Mark J. Cook; Dean R. Freestone; Daniel Schmidt; Levin Kuhlmann
err分享
err收藏
Privacy-Centric Seizure Detection Using Surface Normals, Pose and Segmentation Masks基于表面法线、姿态和分割掩码的以隐私为中心的癫痫发作检测
errAI 2025: ADVANCES IN ARTIFICIAL INTELLIGENCE, PT II
IF0
err2026-01-01
err0
PREAI
errPonnambalam, Kishore Gandhi; Ilyas, Talha; Sivathamboo, Shobi; Ge, Zongyuan; Kwan, Patrick; Kuhlmann, Levin; Mehta, Deval
err分享
err收藏
Cortical connectivity, local dynamics and stability correlates of global conscious states皮层连接性、局部动力学以及与全球意识状态相关的稳定性
errCOMMUNICATIONS BIOLOGY
IF5.1
err2025-09-30
err0
errOAAI
errZhao, Yun; Tsuchiya, Naotsugu; Boley, Mario; Dhanawansa, Vidushani; Liu, Yueyang; Karoly, Philippa J.; Pelentritou, Andria; Woods, William; Liley, David; Kuhlmann, Levin
err分享
err收藏
An attributed multiplex network enabled GNN-based stock predictor with observable and non-observable information基于属性多重网络的GNN驱动的、融合可观测与非可观测信息的股票预测器
errExpert Systems with Applications
IF7.5
err2025-07-13
err0
PREAI
errZhipeng Liu; Peibo Duan; Qi Chu; Levin Kuhlmann; Changsheng Zhang; Wenwei Yue; Xuan Tang; Bin Zhang
err分享
err收藏
Cortical stability and chaos during focal seizures: insights from inference-based modeling皮层稳定性和混沌在局灶性癫痫发作期间：基于推断建模的见解
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2025-05-27
err0
PREAI
errZhao, Yun; Grayden, David B.; Boley, Mario; Liu, Yueyang; Karoly, Philippa J.; Cook, Mark J.; Kuhlmann, Levin
err分享
err收藏
Channel-annotated deep learning for enhanced interpretability in EEG-based seizure detection带有通道注释的深度学习可增强基于EEG的癫痫发作检测中的可解释性
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2025-05-01
err0
errOAAI
errWong, Sheng; Simmons, Anj; Rivera-Villicana, Jessica; Barnett, Scott; Sivathamboo, Shobi; Perucca, Piero; Ge, Zongyuan; Kwan, Patrick; Kuhlmann, Levin; O'Brien, Terence J.
err分享
err收藏
Parallel boosting neural network with mutual information for day-ahead solar irradiance forecasting具有互信息的并行增强神经网络，用于日前太阳辐照度预测
errSCIENTIFIC REPORTS
IF3.9
err2025-04-04
err0
errOAAI
errAhmed, Ubaid; Mahmood, Anzar; Khan, Ahsan Raza; Kuhlmann, Levin; Alimgeer, Khurram Saleem; Razzaq, Sohail; Aziz, Imran; Hammad, Amin
err分享
err收藏
Uncovering co-regulatory modules and gene regulatory networks in the heart through machine learning-based analysis of large-scale epigenomic data
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2024-03-01
err0
errOAAI
errVahab, Naima; Bonu, Tarun; Kuhlmann, Levin; Ramialison, Mirana; Tyagi, Sonika
err分享
err收藏
Neurodesk: an accessible, flexible and portable data analysis environment for reproducible neuroimaging
errNATURE METHODS
IF32.1
err2024-01-08
err5
errOAAI
errRenton, Angela I.; Dao, Thuy T.; Johnstone, Tom; Civier, Oren; Sullivan, Ryan P.; White, David J.; Lyons, Paris; Slade, Benjamin M.; Abbott, David F.; Amos, Toluwani J.; Bollmann, Saskia; Botting, Andy; Campbell, Megan E. J.; Chang, Jeryn; Close, Thomas G.; Doerig, Monika; Eckstein, Korbinian; Egan, Gary F.; Evas, Stefanie; Flandin, Guillaume; Garner, Kelly G.; Garrido, Marta I.; Ghosh, Satrajit S.; Grignard, Martin; Halchenko, Yaroslav O.; Hannan, Anthony J.; Heinsfeld, Anibal S.; Huber, Laurentius; Hughes, Matthew E.; Kaczmarzyk, Jakub R.; Kasper, Lars; Kuhlmann, Levin; Lou, Kexin; Mantilla-Ramos, Yorguin-Jose; Mattingley, Jason B.; Meier, Michael L.; Morris, Jo; Narayanan, Akshaiy; Pestilli, Franco; Puce, Aina; Ribeiro, Fernanda L.; Rogasch, Nigel C.; Rorden, Chris; Schira, Mark M.; Shaw, Thomas B.; Sowman, Paul F.; Spitz, Gershon; Stewart, Ashley W.; Ye, Xincheng; Zhu, Judy D.; Narayanan, Aswin; Bollmann, Steffen
err分享
err收藏
Hardware implementation of deep neural network for seizure prediction
errAEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS
IF3.2
err2023-12-01
err1
PREAI
errMassoud, Yasmin M.; Ahmad, Ahmad A.; Abdelzaher, Mennatallah; Kuhlmann, Levin; Abd El Ghany, Mohamed A.
err分享
err收藏
Brain model state space reconstruction using an LSTM neural network
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2023-06-01
err4
errOAAI
errLiu, Yueyang; Soto-Breceda, Artemio; Karoly, Philippa; Grayden, David B.; Zhao, Yun; Cook, Mark J.; Schmidt, Daniel; Kuhlmann, Levin
err分享
err收藏
Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions
errINTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF6.4
err2023-04-28
err4
PREAI
errZhao, Yun; Luong, Felix; Teshuva, Simon; Pelentritou, Andria; Woods, William; Liley, David; Schmidt, Daniel F.; Boley, Mario; Kuhlmann, Levin
err分享
err收藏
Automated Interictal Epileptiform Discharge Detection from Scalp EEG Using Scalable Time-series Classification Approaches使用可扩展的时间序列分类方法从头皮脑电图自动检测发作间期癫痫样放电
errINTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF6.4
err2023-01-05
err8
errOAAI
errNhu, D.; Janmohamed, M.; Shakhatreh, L.; Gonen, O.; Perucca, P.; Gilligan, A.; Kwan, P.; O'Brien, T. J.; Tan, C. W.; Kuhlmann, L.
err分享
err收藏
Multi-Center Evaluation of Gel-Based and Dry Multipin EEG Caps
errSENSORS
IF3.5
err2022-10-21
err11
errOAAI
errNg, Chuen Rue; Fiedler, Patrique; Kuhlmann, Levin; Liley, David; Vasconcelos, Beatriz; Fonseca, Carlos; Tamburro, Gabriella; Comani, Silvia; Lui, Troby Ka-Yan; Tse, Chun-Yu; Warsito, Indhika Fauzhan; Supriyanto, Eko; Haueisen, Jens
err分享
err收藏
Deep learning for automated epileptiform discharge detection from scalp EEG: A systematic review深度学习用于头皮脑电图自动癫痫样放电检测的系统评价
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2022-10-19
err15
PREAI
errNhu, Duong; Janmohamed, Mubeen; Antonic-Baker, Ana; Perucca, Piero; O'Brien, Terence J.; Gilligan, Amanda K.; Kwan, Patrick; Tan, Chang Wei; Kuhlmann, Levin
err分享
err收藏
Preferences and User Experiences of Wearable Devices in Epilepsy A Systematic Review and Mixed-Methods Synthesis
errNEUROLOGY
IF8.5
err2022-09-27
err10
PREAI
errSivathamboo, Shobi; Nhu, Duong; Piccenna, Loretta; Yang, Anthony; Antonic-Baker, Ana; Vishwanath, Swarna; Todaro, Marian; Yap, Lim Wei; Kuhlmann, Levin; Cheng, Wenlong; O'Brien, Terence J.; Lannin, Natasha A.; Kwan, Patrick
err分享
err收藏
Moving the field forward: detection of epileptiform abnormalities on scalp electroencephalography using deep learning-clinical application perspectives将领域向前推进: 使用深度学习检测头皮脑电图上的癫痫样异常-临床应用前景
errBRAIN COMMUNICATIONS
IF4.5
err2022-08-29
err9
errOAAI
errJanmohamed, Mubeen; Duong Nhu; Kuhlmann, Levin; Gilligan, Amanda; Tan, Chang Wei; Perucca, Piero; O'Brien, Terence J.; Kwan, Patrick
err分享
err收藏

研究方向

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合作学者
合作期刊
S
Samuel F. Berkovic
H 指数: 145 · 论文数: 1.2K
O
Orrin Devinsky
H 指数: 121 · 论文数: 1.2K
T
Terence J. O’Brien
H 指数: 96 · 论文数: 1.2K
G
Gary F. Egan
H 指数: 87 · 论文数: 643
G
Gregory A. Worrell
H 指数: 86 · 论文数: 721
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