J Med Syst - Determination of women iron deficiency anemia using neural networks.

Tópicos

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

Resumo

Iron deficiency anemia (IDA) is a common type of anemia which most often occurs in young adult women. Detection of Iron deficiency requires blood tests and doctors' decision. Doing so can be costly and difficult especially in undeveloped countries. In this study, we developed an application by using Feedforward Networks (FFN), Cascade Forward Networks (CFN), Distributed Delay Networks (DDN), Time Delay Networks (TDN), Probabilistic Neural Network (PNN), and Learning Vector Quantization (LVQ) networks that can diagnose iron deficiency anemia in women.

Resumo Limpo

iron defici anemia ida common type anemia often occur young adult women detect iron defici requir blood test doctor decis can cost difficult especi undevelop countri studi develop applic use feedforward network ffn cascad forward network cfn distribut delay network ddn time delay network tdn probabilist neural network pnn learn vector quantiz lvq network can diagnos iron defici anemia women

Resumos Similares

Neural Comput - Encoding binary neural codes in networks of threshold-linear neurons. ( 0,712555742970446 )
Int J Neural Syst - Hardware implementation of stochastic spiking neural networks. ( 0,701015009863286 )
Neural Comput - Fragility in dynamic networks: application to neural networks in the epileptic cortex. ( 0,699184140594005 )
Neural Comput - Broken symmetries in a location-invariant word recognition network. ( 0,693579469889703 )
Neural Comput - Replicating receptive fields of simple and complex cells in primary visual cortex in a neuronal network model with temporal and population sparseness and reliability. ( 0,682575901015193 )
Neural Comput - Neutral stability, rate propagation, and critical branching in feedforward networks. ( 0,680356554116554 )
Neural Comput - Statistical computer model analysis of the reciprocal and recurrent inhibitions of the Ia-EPSP in a-motoneurons. ( 0,675709428903302 )
Neural Comput - Analysis of the stabilized supralinear network. ( 0,675125651133946 )
Int J Neural Syst - Relationship between applicability of current-based synapses and uniformity of firing patterns. ( 0,672557008695077 )
Int J Neural Syst - Adaptation-dependent synchronization transitions and burst generations in electrically coupled neural networks. ( 0,67041032811537 )
IEEE Trans Neural Netw Learn Syst - Properties and Performance of Imperfect Dual Neural Network-Based k WTA Networks. ( 0,670055618246231 )
Comput Math Methods Med - Voxel scale complex networks of functional connectivity in the rat brain: neurochemical state dependence of global and local topological properties. ( 0,66716378519476 )
Neural Comput - Learning rule of homeostatic synaptic scaling: presynaptic dependent or not. ( 0,666809399769298 )
Neural Comput - Synaptic scaling stabilizes persistent activity driven by asynchronous neurotransmitter release. ( 0,666803835192446 )
Comput Math Methods Med - A signal-processing-based approach to time-varying graph analysis for dynamic brain network identification. ( 0,666235303204005 )
Neural Comput - Nearly extensive sequential memory lifetime achieved by coupled nonlinear neurons. ( 0,664461655566743 )
Neural Comput - Intrinsic adaptation in autonomous recurrent neural networks. ( 0,662266178532522 )
Neural Comput - Computing with a canonical neural circuits model with pool normalization and modulating feedback. ( 0,662087163478966 )
Brief. Bioinformatics - Real-time classification of datasets with hardware embedded neuromorphic neural networks. ( 0,661611136212671 )
Int J Neural Syst - Optimal sparse approximation with integrate and fire neurons. ( 0,660943448575875 )
Neural Comput - Randomly connected networks have short temporal memory. ( 0,658385235388067 )
Neural Comput - Emergence of optimal decoding of population codes through STDP. ( 0,656500947062145 )
Comput Math Methods Med - Analysis of epileptic seizures with complex network. ( 0,653494053761024 )
Int J Neural Syst - Modeling fluctuations in default-mode brain network using a spiking neural network. ( 0,652637607703141 )
Comput Math Methods Med - An analytical approach to network motif detection in samples of networks with pairwise different vertex labels. ( 0,65100760954222 )
Neural Comput - Echo state property linked to an input: exploring a fundamental characteristic of recurrent neural networks. ( 0,650868368708859 )
Neural Comput - Dynamical synapses enhance neural information processing: gracefulness, accuracy, and mobility. ( 0,649654459613938 )
Neural Comput - Noise tolerance of attractor and feedforward memory models. ( 0,647758702364425 )
Neural Comput - Neural associative memory with optimal Bayesian learning. ( 0,646966215060839 )
Neural Comput - Mechanisms that modulate the transfer of spiking correlations. ( 0,645196782062059 )
J Chem Inf Model - New Markov-autocorrelation indices for re-evaluation of links in chemical and biological complex networks used in metabolomics, parasitology, neurosciences, and epidemiology. ( 0,644464707505113 )
Neural Comput - Interactions of excitatory and inhibitory feedback topologies in facilitating pattern separation and retrieval. ( 0,641566873622141 )
Neural Comput - Traveling bumps and their collisions in a two-dimensional neural field. ( 0,639691818425616 )
Neural Comput - A new supervised learning algorithm for spiking neurons. ( 0,639517234842847 )
Neural Comput - Solving the distal reward problem with rare correlations. ( 0,638529421195735 )
Neural Comput - Anatomical constraints on lateral competition in columnar cortical architectures. ( 0,638528512472065 )
Neural Comput - Sequential activity in asymmetrically coupled winner-take-all circuits. ( 0,637045501372002 )
Neural Comput - Natural gradient learning algorithms for RBF networks. ( 0,63518602725176 )
Neural Comput - How to compress sequential memory patterns into periodic oscillations: general reduction rules. ( 0,63293397436979 )
Neural Comput - The competing benefits of noise and heterogeneity in neural coding. ( 0,631210322120285 )
Comput Math Methods Med - An SIRS epidemic model incorporating media coverage with time delay. ( 0,630284461589892 )
Neural Comput - Synchronization and redundancy: implications for robustness of neural learning and decision making. ( 0,629608137182491 )
Neural Comput - Information recall using relative spike timing in a spiking neural network. ( 0,627043374244074 )
Neural Comput - Inhibition in multiclass classification. ( 0,624971294165016 )
Neural Comput - Subdiffusive dynamics of bump attractors: mechanisms and functional roles. ( 0,624501155095553 )
Neural Comput - Influence of external inputs and asymmetry of connections on information-geometric measures involving up to ten neuronal interactions. ( 0,62387322393174 )
Neural Comput - Collective stability of networks of winner-take-all circuits. ( 0,623565383834251 )
Comput Math Methods Med - Clinical outcome prediction in aneurysmal subarachnoid hemorrhage using Bayesian neural networks with fuzzy logic inferences. ( 0,62334309160722 )
Neural Comput - Short-term memory capacity in networks via the restricted isometry property. ( 0,623275526201867 )
J Med Syst - Noninvasive blood glucose sensing using near infra-red spectroscopy and artificial neural networks based on inverse delayed function model of neuron. ( 0,622344705743914 )
Int J Neural Syst - A neuron-based time-optimal controller of horizontal saccadic eye movements. ( 0,6213697660012 )
Neural Comput - A self-organized neural comparator. ( 0,620872471190844 )
Neural Comput - Neuronal assembly dynamics in supervised and unsupervised learning scenarios. ( 0,620785971924845 )
J Chem Inf Model - Modeling complex metabolic reactions, ecological systems, and financial and legal networks with MIANN models based on Markov-Wiener node descriptors. ( 0,620121545738823 )
Comput Math Methods Med - Functional magnetic resonance imaging for imaging neural activity in the human brain: the annual progress. ( 0,619961420833684 )
IEEE Trans Neural Netw Learn Syst - Reinforcement learning design-based adaptive tracking control with less learning parameters for nonlinear discrete-time MIMO systems. ( 0,61981788824738 )
Comput Math Methods Med - Source space analysis of event-related dynamic reorganization of brain networks. ( 0,619680284503283 )
Neural Comput - A bayesian model of polychronicity. ( 0,617580282558798 )
Neural Comput - Discovering functional neuronal connectivity from serial patterns in spike train data. ( 0,617529459180318 )
Neural Comput - Encoding through patterns: regression tree-based neuronal population models. ( 0,617466067239408 )
Int J Neural Syst - Effects of extremely low-frequency magnetic fields on the response of a conductance-based neuron model. ( 0,613534528277319 )
Neural Comput - Decorrelation by recurrent inhibition in heterogeneous neural circuits. ( 0,612790887828205 )
Comput Math Methods Med - Concentration-invariant odor representation in the olfactory system by presynaptic inhibition. ( 0,612483397141378 )
Neural Comput - How the brain generates movement. ( 0,611452266226787 )
Neural Comput - Information-geometric measures for estimation of connection weight under correlated inputs. ( 0,611270370472318 )
Int J Neural Syst - A new work mechanism on neuronal activity. ( 0,610186073280239 )
Neural Comput - Complete classification of the macroscopic behavior of a heterogeneous network of theta neurons. ( 0,609510276294159 )
Comput Math Methods Med - Results on a binding neuron model and their implications for modified hourglass model for neuronal network. ( 0,608582854245653 )
Neural Comput - Sparseness, antisparseness and anything in between: the operating point of a neuron determines its computational repertoire. ( 0,607963641413536 )
IEEE Trans Neural Netw Learn Syst - Learning-Regulated Context Relevant Topographical Map. ( 0,607408771754442 )
Comput Math Methods Med - Weighted phase lag index and graph analysis: preliminary investigation of functional connectivity during resting state in children. ( 0,606847415891535 )
Neural Comput - Spontaneous slow oscillations and sequential patterns due to short-term plasticity in a model of the cortex. ( 0,603286811907331 )
IEEE Trans Neural Netw Learn Syst - Phase Oscillatory Network and Visual Pattern Recognition. ( 0,603018895402784 )
Comput. Biol. Med. - Connectivity analysis of multichannel EEG signals using recurrence based phase synchronization technique. ( 0,601453540804576 )
Neural Comput - A spike-timing-based integrated model for pattern recognition. ( 0,601227478478376 )
Int J Neural Syst - Evolving RBF neural networks for adaptive soft-sensor design. ( 0,600567203286337 )
Comput Math Methods Med - Computational models of neuron-astrocyte interactions lead to improved efficacy in the performance of neural networks. ( 0,600007324352863 )
IEEE Trans Neural Netw Learn Syst - A two-layer recurrent neural network for nonsmooth convex optimization problems. ( 0,598521599572091 )
Neural Comput - Exact event-driven implementation for recurrent networks of stochastic perfect integrate-and-fire neurons. ( 0,598267917063538 )
Neural Comput - Neural information processing with feedback modulations. ( 0,595188193622768 )
Neural Comput - Recurrent kernel machines: computing with infinite echo state networks. ( 0,594661011192913 )
Neural Comput - Motor cortex microcircuit simulation based on brain activity mapping. ( 0,591610628188816 )
J Med Syst - Breast cancer classification based on advanced multi dimensional fuzzy neural network. ( 0,59113479802863 )
Comput. Biol. Med. - The effects of listening to music or viewing television on human gait. ( 0,590919957099118 )
IEEE Trans Neural Netw Learn Syst - A Spiking Neural Simulator Integrating Event-Driven and Time-Driven Computation Schemes Using Parallel CPU-GPU Co-Processing: A Case Study. ( 0,589544938318646 )
Brief. Bioinformatics - BioFNet: biological functional network database for analysis and synthesis of biological systems. ( 0,587083459498723 )
IEEE Trans Neural Netw Learn Syst - Complex-Valued Recurrent Correlation Neural Networks. ( 0,584795908868841 )
Neural Comput - Subthreshold membrane depolarization as memory trace for perceptual learning. ( 0,582876102156743 )
IEEE Trans Neural Netw Learn Syst - Stability Analysis of Distributed Delay Neural Networks Based on Relaxed Lyapunov-Krasovskii Functionals. ( 0,578691269057677 )
Neural Comput - Design strategies for weight matrices of echo state networks. ( 0,578416930157184 )
Comput Methods Programs Biomed - Characterizing electrical signals evoked by acupuncture through complex network mapping: a new perspective on acupuncture. ( 0,577878978338138 )
Neural Comput - A low-order model of biological neural networks. ( 0,576749800728472 )
Neural Comput - On antiperiodic solutions for Cohen-Grossberg shunting inhibitory neural networks with time-varying delays and impulses. ( 0,576729319192901 )
Neural Comput - Reinforcement learning of two-joint virtual arm reaching in a computer model of sensorimotor cortex. ( 0,576457548993239 )
Neural Comput - Multiplicative gain modulation arises through unsupervised learning in a predictive coding model of cortical function. ( 0,576095464610685 )
Neural Comput - Projective clustering using neural networks with adaptive delay and signal transmission loss. ( 0,575982335583816 )
IEEE Trans Vis Comput Graph - A Modular Degree-of-Interest Specification for the Visual Analysis of Large Dynamic Networks. ( 0,575886363239933 )
J Biomed Inform - A PSO-based rule extractor for medical diagnosis. ( 0,575677616814735 )
Neural Comput - A self-organized artificial neural network architecture for sensory integration with applications to letter-phoneme integration. ( 0,575282351428046 )
Neural Comput - Unsupervised formation of vocalization-sensitive neurons: a cortical model based on short-term and homeostatic plasticity. ( 0,575097051785099 )