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NTTMU System in the 2nd Social Media Mining for Health Applications Shared Task

Chen-Kai Wang, Nai-Wun Chang, Emily Chia-Yu Su, Hong-Jie Dai
2017 American Medical Informatics Association Annual Symposium  
In this study, we describe our methods to automatically classify Twitter posts describing events of adverse drug reaction and medication intake. We developed classifiers using linear support vector machines (SVM) and Naïve Bayes Multinomial (NBM) models. We extracted features to develop our models and conducted experiments to examine their effectiveness as part of our participation in AMIA 2017 Social Media Mining for Health Applications shared task. For both tasks, the best-performed models on
more » ... the test sets were trained by using NBM with n-gram, partof-speech and lexicon features, which achieved F-scores of 0.295 and 0.615, respectively.
dblp:conf/amia/WangCSD17 fatcat:hdwbjvhrmfcdtbyqrbgaxp3y6u

In Vivo Assessment of Hypoxia Levels in Pancreatic Tumors Using a Dual-Modality Ultrasound/Photoacoustic Imaging System

Yuhling Wang, De-Fu Jhang, Chia-Hua Tsai, Nai-Jung Chiang, Chia-Hui Tsao, Chiung-Cheng Chuang, Li-Tzong Chen, Wun-Shaing Wayne Chang, Lun-De Liao
2021 Micromachines  
The use of an in vivo pancreatic tumor model revealed changes in hypoxia at various stages of tumor growth.  ...  Wun-Shaing Wayne Chang).  ...  Dynamic changes in SO 2 during a controlled hypoxia challenge. (A) Changes in body and PA SO 2 as inhaled gas was maintained at 100% O 2 .  ... 
doi:10.3390/mi12060668 fatcat:ledfpcqawbgyrndy3lcx7rtjtm

Page 341 of Journal of Neurophysiology Vol. 5, Issue 5 [page]

1942 Journal of Neurophysiology  
of fast 15-20 (2. : Atel YY Now Ny ad \ AAA SO pr CoN (Wun prand WV MUL ory 5- 30-%0 WAM nh ETN i Nay Periph aM oval Mae 11-20-40 SAHA yea Alin rearyanaryA Y, Mteany Motor yall, ne 10 se. 1 Mali Vang  ...  Although such changes have per-  ... 

Page 695 of New Review Vol. 12, Issue 73 [page]

1895 New Review  
of this poor accoutrement; but when I see a face that I can render happy, say, my old Dumont, should I hesitate to work the change?  ...  Nay, nay—more welcome, more welcome. O, I know your—-(dusiness) backs! Besides, my poverty is noble. Political .... Dumont, what are your politics? Dumont. A plain old republican, my lord. MacCaIRE.  ... 

Page 424 of Saint Nicholas; A Magazine for Boys and Girls Vol. 13, Issue 6 [page]

1886 Saint Nicholas; A Magazine for Boys and Girls  
But ere their speechless amazement could change to instant seizure, a loud laugh rang from the Imperial door- way and a hearty voice exclaimed, ‘‘ Braved, and by a girl! Who is thy Empress, Prince?  ...  But he was a wise and clement monarch withal. ‘* Nay, wise O-lo-pun,” he said. ‘‘ Such rivals to our throne may not be at large, even though sheltered inthe temples of tlhe ang-mao.t The royal blood of  ... 

Page 206 of Connecticut Evangelical Magazine and Religious Intelligencer Vol. 2, Issue 6 [page]

1809 Connecticut Evangelical Magazine and Religious Intelligencer  
Since, continued he, the Christan views himself a_ pilgrim and stranger in the world, he can be little concerned about these changes ; nay, he views them as the effects of parental love, the wise and holy  ...  . : = =e = : » a - ue - wun * = pete ae - HEL A tee ee a i = ers & a foy sory Ee At : a re II uty} ‘ \ Wsa 4 Fi ei 1 ARH %y ft H ket a ; ot. ea Png «Ta Ae | Wo ee i] ie ; ist 4 : , 4 : ah sel : ae ae ¢  ... 

Page 257 of JAMA Ophthalmology Vol. 30, Issue 2 [page]

1943 JAMA Ophthalmology  
There was little change in the phosphorus content up to the stage of pronounced sclerosis, the phosphorus values in terms of phosphate being 10.34, 9.09 and 10.00 per cent for practically normal lenses  ...  —The Sum Totals of Anions (PO,-—~—, Cl-, SOs——) in Different Stages of Sclerosis Nai eusig <camaletetonekeeeweneen 0 > ++ +++ ++++ Percentage on basis of EMS Ee ae a ean en ean a ea 12.940 17.550 26.200  ... 

Searching Images of Kengtung: An Old Walled City Town

Khin Htay
2019 Journal of Environmental Science and Engineering B  
Mong Nai Ha Leto Se Gaw 1 8 2 2 Keng Hkang Se Gaw to Keng Loon 1 8 2 2 Mong Nai Keng Loon to Kali 1 8 2 2 Hsenwi Kali to Hsenyut Granery 1 3 2 2 Ngwe Goon Wun Wunzu Hsenyut  ...  Granery to Nyaung Ko Bin 1 7 2 2 Ngwe Goon Wun Wunzu(in the Forest) Nyaung Ko Bin to Kin Moon Gyon 1 7 2 2 Ngwe Goon Wun Wunzu (in the Forest) Kin Moon Gyon to Nan Kan 1 8 2 2 Hse Moung  ... 
doi:10.17265/2162-5263/2019.02.003 fatcat:pogowkfuord3he742jurbse7va

Page 796 of The Insurance Law Journal Vol. , Issue 309 [page]

1948 The Insurance Law Journal  
in wh cir ge Wun A!  ...  nocctassvvnssauecsvssavecnennetsvancnnennensvascanensnvsqunnevstsvvonnaeensvsvsnnenesensteencneesennggvocueeneecououeeeeesgauUueeeeeeaveceneeeesvaveueeneeeaeta on evene adden eneeN ATAU PAGE 796 ILJ—OCTOBER, 1948 pa an of fro en asc nai  ... 

The Efficacy of Plant-Based Ionizers in Removing Aerosol for COVID-19 Mitigation

Ady Suwardi, Chin Chun Ooi, Dan Daniel, Chee Kiang Ivan Tan, Hongying Li, Ou Yang Zhong Liang, Yuanting Karen Tang, Jing Yee Chee, Anton Sadovoy, Shu-Ye Jiang, Srinivasan Ramachandran, Enyi Ye (+4 others)
2021 Research  
The aerosol removal rate was quantified in terms of ACH (air changes per hour) and CADR- (clean air delivery rate-) equivalent unit, with ACH as high as 12 and CADR as high as 141 ft3/minute being achieved  ...  (Supplementary movie 2) : the plant-based ionizer was turned on, the NAIs charged the aerosol, which induce opposite charges on the nearby surface/wall and consequently being deposited onto the wall as  ...  To enable intuitive comparison, we quantified the efficacy of the plant-based ionizers in terms of ACH-(air changes per hour-) equivalent.  ... 
doi:10.34133/2021/2173642 pmid:33655212 pmcid:PMC7896556 fatcat:ywxkxidydvcorklvjjai2ulbze

Page 223 of Utica Christian Repository Vol. 2, Issue 7 [page]

1823 Utica Christian Repository  
True, I could not hear of a direct at- lempt, in one single instance, to change the religious belief of the students.  ...  Sion the that of that V be and and eX. very ease t the sten this (sae Was ; Was the Asa > VOU Me- tena: iam, | Hi 3 Sit, wun preat ealli: here: ind a eland, eniaii pray: pious right t the ive if yn tro  ... 

Page 627 of None Vol. 20, Issue 138 [page]

1806 None  
nay | a1 ur me!  ...  They did not deftr: oy the people who had fubmitted, but only impofed chiefs upon them, and changed tneir chara@ter and habits by degrees.  ... 

Page 263 of Appletons' Journal; A Magazine of General Literature Vol. 9, Issue 205 [page]

1873 Appletons' Journal; A Magazine of General Literature  
When the pursuing band came up, headed by the chief himself, Wun-nut-hay, the beauti- ful, threw herself between her lover and her enraged father, and begged him to spare the youth: “Nay,” she said, “we  ...  The whole interest of the story centres upon the main incident, the fatal leap, and the de- tails are mere accessories, which might easily undergo change.  ... 

Page 446 of None Vol. 64, Issue 1666 [page]

1887 None  
There is, however, wun remarkabl passadg witch we must giv.  ...  Nay, is not the present spelling of barbarous and anzious entirely misleading, by confounding words ending in -esus, such as famous ([{ Latin] famosus) with words ending in -us, like barbarous, anxious  ... 

ECICE 2020 Cover Page

2020 2020 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE)  
Jehn-Ruey Jiang Application of Face Recognition in Smart Hotels 180 Zhang-Bin Chen, Yang Liu Applying Machine Learning to Design and Evaluate White Noise Recommendation System for Insomniacs 183 Nai-Wun  ...  Monitoring and Controlling Pump Motor in Water Bamboo Field Based on LoRa Technology 64 Yaw-Wen Kuo, Wei-Ling Wen, Xue-Fen Hu, Ying-Ting Shen Online Teaching Practice in Chinese Culture Course 68 Yi-Jheng Chang  ... 
doi:10.1109/ecice50847.2020.9302007 fatcat:msrmcw75wng6jbk6waon4mr52a
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