Comput Math Methods Med - Deep learning based syndrome diagnosis of chronic gastritis.

Tópicos

{ case(1353) use(1143) diagnosi(1136) }
{ clinic(1479) use(1117) guidelin(835) }
{ learn(2355) train(1041) set(1003) }
{ algorithm(1844) comput(1787) effici(935) }
{ decis(3086) make(1611) patient(1517) }
{ model(2341) predict(2261) use(1141) }
{ can(981) present(881) function(850) }
{ system(1976) rule(880) can(841) }
{ bind(1733) structur(1185) ligand(1036) }
{ method(1219) similar(1157) match(930) }
{ network(2748) neural(1063) input(814) }
{ patient(2315) diseas(1263) diabet(1191) }
{ take(945) account(800) differ(722) }
{ featur(1941) imag(1645) propos(1176) }
{ studi(1410) differ(1259) use(1210) }
{ perform(999) metric(946) measur(919) }
{ research(1085) discuss(1038) issu(1018) }
{ spatial(1525) area(1432) region(1030) }
{ research(1218) medic(880) student(794) }
{ gene(2352) biolog(1181) express(1162) }
{ patient(1821) servic(1111) care(1106) }
{ use(976) code(926) identifi(902) }
{ drug(1928) target(777) effect(648) }
{ survey(1388) particip(1329) question(1065) }
{ estim(2440) model(1874) function(577) }
{ activ(1452) weight(1219) physic(1104) }
{ model(3404) distribut(989) bayesian(671) }
{ can(774) often(719) complex(702) }
{ imag(1947) propos(1133) code(1026) }
{ data(1737) use(1416) pattern(1282) }
{ inform(2794) health(2639) internet(1427) }
{ measur(2081) correl(1212) valu(896) }
{ imag(1057) registr(996) error(939) }
{ sequenc(1873) structur(1644) protein(1328) }
{ featur(3375) classif(2383) classifi(1994) }
{ imag(2830) propos(1344) filter(1198) }
{ imag(2675) segment(2577) method(1081) }
{ studi(2440) review(1878) systemat(933) }
{ motion(1329) object(1292) video(1091) }
{ assess(1506) score(1403) qualiti(1306) }
{ treatment(1704) effect(941) patient(846) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ framework(1458) process(801) describ(734) }
{ problem(2511) optim(1539) algorithm(950) }
{ error(1145) method(1030) estim(1020) }
{ chang(1828) time(1643) increas(1301) }
{ concept(1167) ontolog(924) domain(897) }
{ extract(1171) text(1153) clinic(932) }
{ method(1557) propos(1049) approach(1037) }
{ data(1714) softwar(1251) tool(1186) }
{ design(1359) user(1324) use(1319) }
{ control(1307) perform(991) simul(935) }
{ model(2220) cell(1177) simul(1124) }
{ care(1570) inform(1187) nurs(1089) }
{ general(901) number(790) one(736) }
{ method(984) reconstruct(947) comput(926) }
{ search(2224) databas(1162) retriev(909) }
{ howev(809) still(633) remain(590) }
{ data(3963) clinic(1234) research(1004) }
{ risk(3053) factor(974) diseas(938) }
{ system(1050) medic(1026) inform(1018) }
{ import(1318) role(1303) understand(862) }
{ visual(1396) interact(850) tool(830) }
{ compound(1573) activ(1297) structur(1058) }
{ perform(1367) use(1326) method(1137) }
{ studi(1119) effect(1106) posit(819) }
{ blood(1257) pressur(1144) flow(957) }
{ record(1888) medic(1808) patient(1693) }
{ health(3367) inform(1360) care(1135) }
{ model(3480) simul(1196) paramet(876) }
{ monitor(1329) mobil(1314) devic(1160) }
{ ehr(2073) health(1662) electron(1139) }
{ state(1844) use(1261) util(961) }
{ patient(2837) hospit(1953) medic(668) }
{ model(2656) set(1616) predict(1553) }
{ data(2317) use(1299) case(1017) }
{ age(1611) year(1155) adult(843) }
{ medic(1828) order(1363) alert(1069) }
{ signal(2180) analysi(812) frequenc(800) }
{ cost(1906) reduc(1198) effect(832) }
{ group(2977) signific(1463) compar(1072) }
{ sampl(1606) size(1419) use(1276) }
{ data(3008) multipl(1320) sourc(1022) }
{ first(2504) two(1366) second(1323) }
{ intervent(3218) particip(2042) group(1664) }
{ activ(1138) subject(705) human(624) }
{ time(1939) patient(1703) rate(768) }
{ use(2086) technolog(871) perceiv(783) }
{ analysi(2126) use(1163) compon(1037) }
{ health(1844) social(1437) communiti(874) }
{ structur(1116) can(940) graph(676) }
{ high(1669) rate(1365) level(1280) }
{ cancer(2502) breast(956) screen(824) }
{ use(1733) differ(960) four(931) }
{ result(1111) use(1088) new(759) }
{ implement(1333) system(1263) develop(1122) }
{ process(1125) use(805) approach(778) }
{ method(1969) cluster(1462) data(1082) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

In Traditional Chinese Medicine (TCM), most of the algorithms used to solve problems of syndrome diagnosis are superficial structure algorithms and not considering the cognitive perspective from the brain. However, in clinical practice, there is complex and nonlinear relationship between symptoms (signs) and syndrome. So we employed deep leaning and multilabel learning to construct the syndrome diagnostic model for chronic gastritis (CG) in TCM. The results showed that deep learning could improve the accuracy of syndrome recognition. Moreover, the studies will provide a reference for constructing syndrome diagnostic models and guide clinical practice.

Resumo Limpo

tradit chines medicin tcm algorithm use solv problem syndrom diagnosi superfici structur algorithm consid cognit perspect brain howev clinic practic complex nonlinear relationship symptom sign syndrom employ deep lean multilabel learn construct syndrom diagnost model chronic gastriti cg tcm result show deep learn improv accuraci syndrom recognit moreov studi will provid refer construct syndrom diagnost model guid clinic practic

Resumos Similares

Artif Intell Med - Biomedical visual data analysis to build an intelligent diagnostic decision support system in medical genetics. ( 0,833273743509605 )
J Telemed Telecare - Telecytology in East Africa: a feasibility study of forty cases using a static imaging system. ( 0,803826090562478 )
J Telemed Telecare - The accuracy of mobile teleradiology in the evaluation of chest X-rays. ( 0,799437044374052 )
Comput Math Methods Med - Differentiating small (=1cm) focal liver lesions as metastases or cysts by means of computed tomography: a case-study to illustrate a fuzzy logic-based method to assess the impact of diagnostic confidence on radiological diagnosis. ( 0,799398169346841 )
Telemed J E Health - Diagnostic accuracy and image quality using a USB digital eyepiece camera for telecytology-Georgian experience. ( 0,791203118414038 )
J Telemed Telecare - A preliminary study of the contribution of telemicroscopy to the diagnosis and management of skin tumours in teledermatology. ( 0,791132941578787 )
Telemed J E Health - Teledentistry: distant diagnosis of oral disease using e-mails. ( 0,790894929815563 )
J Telemed Telecare - Dynamic telecytopathology for on-site preliminary diagnosis of endoscopic ultrasound-guided fine needle aspiration of pancreatic masses. ( 0,788283713766256 )
J Telemed Telecare - Validity and reliability of the assessment and diagnosis of musculoskeletal elbow disorders using telerehabilitation. ( 0,778072964173439 )
Telemed J E Health - Assessment of static telecytological diagnoses' reproducibility in cervical smears prepared by means of liquid-based cytology. ( 0,754325804611222 )
Comput. Biol. Med. - Integration testing through reusing representative unit test cases for high-confidence medical software. ( 0,753725385367651 )
Comput. Biol. Med. - Fuzzy-based framework for diagnosis of acid-base disorders. ( 0,753037569381573 )
AMIA Annu Symp Proc - Development and Evaluation of Reference Standards for Image-based Telemedicine Diagnosis and Clinical Research Studies in Ophthalmology. ( 0,74609619234373 )
Comput. Biol. Med. - A Bayesian network decision model for supporting the diagnosis of dementia, Alzheimers disease and mild cognitive impairment. ( 0,744170193085685 )
J Telemed Telecare - Feasibility and diagnostic accuracy of Internet-based dynamic telepathology between Uganda and Germany. ( 0,743557501275153 )
Int J Med Inform - Fuzzy cognitive map in differential diagnosis of alterations in urinary elimination: a nursing approach. ( 0,740364538572219 )
Comput. Biol. Med. - Computational diagnosis and risk evaluation for canine lymphoma. ( 0,740326667459396 )
Comput Methods Programs Biomed - Application of clustering analyses to the diagnosis of Huntington disease in mice and other diseases with well-defined group boundaries. ( 0,737357358600549 )
Artif Intell Med - Modern parameterization and explanation techniques in diagnostic decision support system: a case study in diagnostics of coronary artery disease. ( 0,735717920778114 )
Int J Med Inform - Variations in faculty assessment of NICU flowsheet data: implications for electronic data display. ( 0,734230164907131 )
J Telemed Telecare - Agreement on diagnoses of mental health problems between an online clinical assignment and a routine clinical assignment. ( 0,731963687650298 )
Int J Med Inform - Artificial intelligence techniques applied to the development of a decision-support system for diagnosing celiac disease. ( 0,726857869826675 )
J Telemed Telecare - Telecytology for rapid assessment of cytological specimens. ( 0,717319869584646 )
AMIA Annu Symp Proc - Text Classification towards Detecting Misdiagnosis of an Epilepsy Syndrome in a Pediatric Population. ( 0,715369810007189 )
J Med Syst - Decision support algorithm for diagnosis of ADHD using electroencephalograms. ( 0,7109434044253 )
Comput Math Methods Med - Ontology-oriented diagnostic system for traditional Chinese medicine based on relation refinement. ( 0,709153676844202 )
Comput Methods Programs Biomed - A model for diagnosis of pulmonary infections in solid-organ transplant recipients. ( 0,701301320331861 )
Comput. Biol. Med. - Randomized pilot study and qualitative evaluation of a clinical decision support system for brain tumour diagnosis based on SV ?H MRS: evaluation as an additional information procedure for novice radiologists. ( 0,69461548598647 )
Telemed J E Health - Help is in your pocket: the potential accuracy of smartphone- and laptop-based remotely guided resuscitative telesonography. ( 0,693155209536617 )
J Telemed Telecare - Telemedicine for corneal disease in rural Nepal. ( 0,69140131020965 )
J Telemed Telecare - A prospective study of mobile phones for dermatology in a clinical setting. ( 0,68897386753121 )
Comput. Biol. Med. - Automatic differential diagnosis of pancreatic serous and mucinous cystadenomas based on morphological features. ( 0,688865740892917 )
Artif Intell Med - Fuzzy logic-based diagnostic algorithm for implantable cardioverter defibrillators. ( 0,688228238954881 )
Int J Comput Assist Radiol Surg - Content-based image-retrieval system in chest computed tomography for a solitary pulmonary nodule: method and preliminary experiments. ( 0,687552678432391 )
Int J Med Inform - Application of a model based on fuzzy logic for evaluating nursing diagnostic accuracy of students. ( 0,682854392062001 )
Artif Intell Med - A decision support system for cost-effective diagnosis. ( 0,680718401194802 )
BMC Med Inform Decis Mak - Supporting meningitis diagnosis amongst infants and children through the use of fuzzy cognitive mapping. ( 0,678089412585079 )
Telemed J E Health - Asynchronous video-otoscopy with a telehealth facilitator. ( 0,678069768631394 )
J Med Syst - Prediction of similarities among rheumatic diseases. ( 0,676248328596476 )
Artif Intell Med - A knowledge-based clinical toxicology consultant for diagnosing multiple exposures. ( 0,675452097289988 )
Med Decis Making - Continuously rethinking the definition of influenza for surveillance systems: a Dependent Bayesian Expert System. ( 0,669936010237712 )
J Telemed Telecare - Video-otoscopy recordings for diagnosis of childhood ear disease using telehealth at primary health care level. ( 0,669794951214714 )
J Telemed Telecare - Mobile teledermatology--patient satisfaction, diagnostic and management concordance, and factors affecting patient refusal to participate in Saudi Arabia. ( 0,668692013522277 )
AMIA Annu Symp Proc - Diagnostic performance of a telemedicine system for ophthalmology: advantages in accuracy and speed compared to standard care. ( 0,667060171957937 )
J Am Med Inform Assoc - Evaluating the state of the art in disorder recognition and normalization of the clinical narrative. ( 0,666406888731344 )
Int J Comput Assist Radiol Surg - Toward a clinical lumbar CAD: herniation diagnosis. ( 0,665789330789809 )
J Med Syst - A novel mathematical approach to diagnose premenstrual syndrome. ( 0,663214562932205 )
BMC Med Inform Decis Mak - Using value of information to guide evaluation of decision supports for differential diagnosis: is it time for a new look? ( 0,662835692509965 )
J Med Syst - The quantification of the QT-RR interaction in ECG signal using the detrended fluctuationanalysis and ARARX modelling. ( 0,661147057731362 )
Methods Inf Med - Long-term impact of physician encoding on detail and number of recorded diagnoses. Support by a speciality specific list of diseases. ( 0,658420373335964 )
BMC Med Inform Decis Mak - Development and validation of an algorithm to recalibrate mental models and reduce diagnostic errors associated with catheter-associated bacteriuria. ( 0,643992720855878 )
Med Decis Making - Doctors and numbers: an assessment of the critical risk interpretation test. ( 0,638165700418916 )
J Telemed Telecare - Telemedicine for retinal care in developing nations: the ORBIS Cyber-Sight programme, 2003-2011. ( 0,637993013174402 )
Comput Math Methods Med - Automatic evaluation of progression angle and fetal head station through intrapartum echographic monitoring. ( 0,634417039613805 )
Artif Intell Med - A knowledge-based clinical toxicology consultant for diagnosing single exposures. ( 0,633463326426949 )
Med Decis Making - Effect of background case characteristics on decisions in the delivery room. ( 0,629111104861261 )
Artif Intell Med - A preclustering-based ensemble learning technique for acute appendicitis diagnoses. ( 0,627120850311663 )
Int J Comput Assist Radiol Surg - Comprehensive visualization of multimodal cardiac imaging data for assessment of coronary artery disease: first clinical results of the SMARTVis tool. ( 0,621663499650734 )
Med Decis Making - Exploring the impact of expertise, clinical history, and visual search on electrocardiogram interpretation. ( 0,618369405706205 )
J Med Syst - An improved medical decision support system to identify the breast cancer using mammogram. ( 0,617814784807372 )
Int J Comput Assist Radiol Surg - Evaluation of novice reader diagnostic performance in coronary CT angiography using an advanced cardiac software package. ( 0,617423073151475 )
Telemed J E Health - Performance of distant diagnosis of dental caries by teledentistry in juvenile offenders. ( 0,614820257621099 )
J Med Syst - Chinese Acupuncture Expert System (CAES)-a useful tool to practice and learn medical acupuncture. ( 0,61369095174409 )
J Telemed Telecare - Development and evaluation of a PDA-based teleradiology terminal in thyroid nodule diagnosis. ( 0,612345177346949 )
Comput Methods Programs Biomed - A web-based system for clinical decision support and knowledge maintenance for deterioration monitoring of hemato-oncological patients. ( 0,611855276631616 )
Int J Comput Assist Radiol Surg - Virtual mastoidectomy performance evaluation through multi-volume analysis. ( 0,611212233598851 )
Methods Inf Med - Automated volumes-of-interest identification for classical and atypical Parkinsonian syndrome differentiation using T2' MR imaging. ( 0,611194289490057 )
Int J Comput Assist Radiol Surg - Computer-aided simple triage. ( 0,601140293495201 )
Artif Intell Med - Case-based reasoning support for liver disease diagnosis. ( 0,600062503122668 )
Artif Intell Med - Sepsis mortality prediction with the Quotient Basis Kernel. ( 0,598347165274337 )
J Telemed Telecare - Validation of the 3-lead tele-ECG versus the 12-lead tele-ECG and the conventional 12-lead ECG method in older people. ( 0,596535965225684 )
J Med Syst - An approach to model Right Iliac Fossa pain using pain-only-parameters for screening acute appendicitis. ( 0,595641158320853 )
Comput. Biol. Med. - Aortic root 3D parametric morphological model from 2D-echo images. ( 0,593047599064189 )
J. Med. Internet Res. - A smartphone client-server teleradiology system for primary diagnosis of acute stroke. ( 0,590735072579964 )
J Med Syst - Quantitative grading using Grey Relational Analysis on ultrasonographic images of a fatty liver. ( 0,584933655157617 )
Int J Med Inform - WhatsApp Messenger is useful and reproducible in the assessment of tibial plateau fractures: inter- and intra-observer agreement study. ( 0,582985858578651 )
Med Biol Eng Comput - Shoulder impingement revisited: evolution of diagnostic understanding in orthopedic surgery and physical therapy. ( 0,580562256528319 )
Int J Comput Assist Radiol Surg - Computer-aided diagnostics in digital pathology: automated evaluation of early-phase pancreatic cancer in mice. ( 0,575552022343168 )
J Med Syst - The feasibility of computer-aided monitoring of the workflow in surgical pathology: a five-year experience. ( 0,575354449227719 )
Telemed J E Health - Comparison of low-light nonmydriatic digital imaging with 35-mm ETDRS seven-standard field stereo color fundus photographs and clinical examination. ( 0,573516225544022 )
J Biomed Inform - Classifying obstructive sleep apnea using smartphones. ( 0,572375405557224 )
Int J Comput Assist Radiol Surg - A new system for 3D ultrasound-guided placement of cerebral ventricle catheters. ( 0,569895150054388 )
BMC Med Inform Decis Mak - Recognizing clinical entities in hospital discharge summaries using Structural Support Vector Machines with word representation features. ( 0,569761081729611 )
Int J Comput Assist Radiol Surg - Disc herniation diagnosis in MRI using a CAD framework and a two-level classifier. ( 0,569410493213219 )
Telemed J E Health - Use of telemedicine to diagnose tinea in Kenyan schoolchildren. ( 0,568663397735438 )
Res Synth Methods - Outlier and influence diagnostics for meta-analysis. ( 0,56653250472009 )
J Med Syst - A clinical decision support system with an integrated EMR for diagnosis of peripheral neuropathy. ( 0,565990448934007 )
Artif Intell Med - An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy. ( 0,565714288659487 )
Comput. Biol. Med. - Early detection of coronary artery disease in patients studied with magnetocardiography: an automatic classification system based on signal entropy. ( 0,565445336172523 )
J Telemed Telecare - A pilot trial of tele-ophthalmology for diagnosis of chronic blurred vision. ( 0,561351640173394 )
Methods Inf Med - Generating reference models for structurally complex data. Application to the stabilometry medical domain. ( 0,561327402993075 )
Comput. Biol. Med. - Computer-aided diagnosis of breast cancer based on fine needle biopsy microscopic images. ( 0,561015165710482 )
J Telemed Telecare - Teledermatology consultation using a smartphone multimedia messaging service for common skin diseases in the Korean army: a clinical evaluation of its diagnostic accuracy. ( 0,560982457916333 )
Telemed J E Health - Video-telemedicine in a memory disorders clinic: evaluation and management of rural elders with cognitive impairment. ( 0,560690826179439 )
Appl Clin Inform - Diagnostic performance of electronic syndromic surveillance systems in acute care: a systematic review. ( 0,558517617901181 )
Int J Comput Assist Radiol Surg - CTPA as the gold standard for the diagnosis of pulmonary embolism. ( 0,556203132574955 )
J Clin Monit Comput - Evaluation of a pulse oximeter sensor tester. ( 0,554043796952973 )
Comput Math Methods Med - Computerized neuropsychological assessment in aging: testing efficacy and clinical ecology of different interfaces. ( 0,551970101312153 )
J Clin Monit Comput - Anaesthesia monitoring using fuzzy logic. ( 0,551695414417395 )
Med Decis Making - Correlates of diagnostic accuracy in patients with nonspecific complaints. ( 0,55080695431981 )