Receive a weekly summary and discussion of the top papers of the week by leading researchers in the field.

Predicting transient ischemic attack risk in patients with mild carotid stenosis using machine learning and CT radiomics.
In Frontiers in neurology
OBJECTIVE :
METHODS :
RESULTS :
CONCLUSION :
Xia Hai, Yuan Lei, Zhao Wei, Zhang Chenglei, Zhao Lingfeng, Hou Jialin, Luan Yancheng, Bi Yuxin, Feng Yaoyu
2023
CT angiography, carotid artery, machine learning, prediction model, transient ischemic attack
Risk factor identification and prediction models for prolonged length of stay in hospital after acute ischemic stroke using artificial neural networks.
In Frontiers in neurology
BACKGROUND :
METHODS :
RESULTS :
CONCLUSION :
Yang Cheng-Chang, Bamodu Oluwaseun Adebayo, Chan Lung, Chen Jia-Hung, Hong Chien-Tai, Huang Yi-Ting, Chung Chen-Chih
2023
artificial neural network - ANN, hospitalization, ischemic stroke, length of stay, machine learning, outcome, prediction, thrombolysis

Spiral drawing analysis with a smart ink pen to identify Parkinson's disease fine motor deficits.
In Frontiers in neurology
INTRODUCTION :
METHODS :
RESULTS :
CONCLUSION :
Toffoli Simone, Lunardini Francesca, Parati Monica, Gallotta Matteo, De Maria Beatrice, Longoni Luca, Dell’Anna Maria Elisabetta, Ferrante Simona
2023
“Parkinsons disease”, eHealth, movement disorders, smart ink pen, spiral analysis

Macular Telangiectasia Type 2: A Classification System Using MultiModal Imaging MacTel Project Report Number 10.
In Ophthalmology science
PURPOSE :
DESIGN :
SUBJECTS :
METHODS :
MAIN OUTCOME MEASURES :
RESULTS :
CONCLUSIONS :
FINANCIAL DISCLOSURES :
Chew Emily Y, Peto Tunde, Clemons Traci E, Sallo Ferenc B, Pauleikhoff Daniel, Leung Irene, Jaffe Glenn J, Heeren Tjebo F C, Egan Catherine A, Charbel Issa Peter, Balaskas Konstantinos, Holz Frank G, Gaudric Alain, Bird Alan C, Friedlander Martin
2023-Jun
BCVA, best-corrected visual acuity, BLR, blue light reflectance, CART, Classification and Regression Trees, CF, color fundus, Classification, Classification and Regression Trees (CART), EZ, ellipsoid zone, FAF, fundus autoflorescence, FLIO, fluorescence lifetime imaging ophthalmoscopy, MacTel, macular telangiectasia type 2, Machine learning, Macular telangiectasia type 2, NHOR, natural history observation registry, NHOS, natural history observation study, Neurovascular degeneration, OCTA, OCT angiography, SD-OCT, spectral domain-OCT, VA, visual acuity

Current status and trends of artificial intelligence research on the four traditional Chinese medicine diagnostic methods: a scientometric study.
In Annals of translational medicine
BACKGROUND :
METHODS :
RESULTS :
CONCLUSIONS :
Tian Zhikui, Wang Dongjun, Sun Xuan, Fan Yadong, Guan Yuanyuan, Zhang Naijin, Zhou Mi, Zeng Xianyue, Yuan Yin, Bu Huaien, Wang Hongwu
2023-Feb-15
Citespace, Scientometric analysis, VOSviewer, artificial intelligence (AI), four TCM diagnoses

Statistical and machine learning methods for evaluating trends in air quality under changing meteorological conditions.
In Atmospheric chemistry and physics
Qiu Minghao, Zigler Corwin, Selin Noelle E
2022
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