RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters

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Transcript of RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters

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376$# %�''& +�B.+ &�BD< +"4;9 0 +)(79*& ) 0 +!:% I�GJI>÷�GaI�gjGaóQI)`aI/Ga`JPqI>údLOcb÷aü�÷�GaI>ý UrN L�÷aI�GÉUOK°gbLYGJL�f/UOýjPRNQ]�K²`JUOý GJóQIWT)I/þQób`aUrcqUr]OüÑLONbg. PnL'cRüh÷�Pn÷ ��NbPwG)UOK_GJóQI,+)PR]OI>úYL'NQU ò UH÷�þbPwG3L'c��+�DóQIÑgQL'GJLj÷aI�G)f�UrýjþQ`aPn÷aI>÷ �L@ghP&�ÌI/`JI/NHG)þbL�-�ÚE¼H���'ÐH}$¿h�Jy5�/�°t�ß°Úõ�3�Y�JÛ��Juw�J�'z|��z|�p�J���H�{uw�O�Jyku~�Éx$z|Ðr��x>¿r�~�Dv�x�y�x>}��Jz|�JyÉ�/�Ìz|¼H�D�¬�O�¬z|�3}jÎ

DFT Reduction

RangeQuery(Tf1,RQ1,s1)Postprocessing

Q1 Reduced Q1 (RQ1)

Result1,1

Resultk1,1

DFT Reduction

RangeQuery(Tfn,RQn,sn)Postprocessing

Qn Reduced Qn (RQn)

Result1,n

Resultkn,n

Feature f1

Feature fn

}

}Case Intersection retrieved cases

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GaPRI/NHGJ÷�û�PwGJó!ýjUO`JI�GJóbLYG - � ��gQPRLOcqüh÷aPR÷k÷�I�÷a÷aPRUONb÷EK²Ur`�I�LOf3óTþbL'GaPRI/NHGkLONbgjû�PqGaó�����ghP&�¢I>`aI>NHGý@UrNQPqGaUO`JI>g:÷aPq]rNbL'cn÷�øWGaóbI�GaPRýjI�÷�I>`aPRI>÷�K²I>L'Ga[Q`JI>÷DUOK ��L�bcqIX��ù�K²Ur`�I>Lrf3ó:÷aI>÷J÷�PRUON �

1)÷)L��b`3÷|G)I/ÿQL'ýjþQcRIOX¢û�I�ó�LdúOIÑf/UONb÷aPRgQI/`JI>g;L!f>LO÷aI!ø²þbL'GaPRI/NHG���QX�ghPnL'cRüh÷�Pn÷��!$�-rù�PRNû�óQPRf3ó"X¢I>úOI>N,GaóbUO[Q]ró,GaóbI@Ur[hGJf/UOýjI@PR÷�f�cnLO÷J÷aP��bI�gÜLr÷p÷a[bf>f�I>÷�K²[QcRc�ø²P�� I �ÌG|üHþ¢I ��ù�XÌL.ýjUO`JI÷�[ �QGacRI�L'NbLOcqüh÷aPR÷�`JI/úOI�L'cn÷_÷aUOýjI�÷a[ � �¬UOþhGJPqýTL'c �¢I/ó�LdúHPRUO`3÷�PqN(GaóbI�ý@UrNQPqGaUO`JI>g(þbLO`JLOý@I/GaI>`J÷ �

�{N þbLO`�GJPRf/[QcnL'`�X�GJóQITþbL'GaPRI/NHG�÷�[��ÌI/`3÷pK²`JUOý ó�ü�þ�I>`�GJI/Nb÷aPRUON � ò ü�þ¢I/`aGaI>Nb÷�PRUON"X°PqNGa[b`aN\XýjLdü.f/L'[�÷�I�L'cqGaI>`JL'GaPRUONb÷kPRN!GJóQI�óQI>ýjL'GaPnf�úOUrcq[QýjITø ò +pùk`JI>gh[�f-GaPRUON �2�{N:L@]rUHUhg:÷�I�÷a÷aPRUONò + �QGJ÷jL ýjU�gQI/cDû�óQI/`JIOX5L'KWGaI/`TL÷�óbUO`aG(þ¢I/`JPqUhg UOK)I�ÿhþ¢UONQI>NHGaPnL'c�ghI>f/`aI�LO÷aIOXELÜcRPRNQI>LO`ghI>f/`aI�LO÷aIDK²UOcRcqUYû�÷/�'ó�ü�þ�I>`�GJI/Nb÷aPqUrNjýjLdü@PRNQóQP �QPwGJI�GaóbI)I�ÿhþ¢UONQI>NHGaPnL'cbþ�LYG�GJI/`JN\XOLONbgjcqI�LOg@GJUL(÷acqUYûkI/`�`aI�gh[bf�GaPRUON!UOK\GaóbI ò +ÑXHGaó�LYGa�QGJ÷DL(cqPRNQI�L'`DýjU�gQI/c°÷�PRNbf/I)GJóQI �¢I/]rPqNbNQPqNb](UOK"GaóbI÷�I�÷a÷aPqUrN � 1)÷�L.ýTLYG�GJI/`�UOK�KMLOf�G>X°PRNÜGJóQI f/Lr÷�IjLYG�óbL'N�g,GJóQPR÷�÷aPqGa[bL'GaPRUONóQUOcngQ÷ � � PR]O[Q`JIX�÷�óQUYû�÷_UONÑGaóQIkcRI�KWG�ø �b`3÷�G_G|ûkUpf/UOcR[QýjNb÷3ù"LOcqcHGaóbIk÷aPq]rNbL'cn÷_U'KQGJóQI � [bI/`Jü�f>LO÷aIpøMþbLYGJPqI>NHG���hXghPRLOcqüh÷aPR÷��!$�-Où � � PR]O[Q`JI �Üø�L'cRûkLdüh÷�UrNAGaóQI(cqI/KWG3ù�óQPq]róQcRPq]rórG3÷�UrN;GaóQI@ghPRLr÷|GJUOcRPRf�þQ`aI�÷a÷a[Q`JIø . ^�ùDL'N�g:÷aüh÷|GJUOcRPRf$þQ`JI>÷J÷�[b`aITø�FQ^�ùDLO÷kûkI/cRc"LO÷DUrN!GJóQI ò + �e�I�GJ`aPRI/úYL'c�ûDLO÷$þ�I>`�K²Ur`aýjI>g �HüALr÷ ��PRNQ] K²Ur`pL!óQPq]ró ÷aPqýjPRcRLO`aPqG|üõøMghPn÷�GJL'N�f�I(GaóQ`JI>÷aóQUOcng

I � [bL'c¢GJU � �&�(Où5û�PqGaó.`aI�÷�þ¢I>f�G�GJU . ^EXQFh^EX �QcRUHUhg �Q[Qc � (bUYû ø��pi�ù�L'Nbg ò +A���pi PR÷�GaóbI�b`J÷�Gp÷aóQUYû�N,÷aPq]rNbL'cDøWGJUOþ �¬cRI�KWG3ù)U'K5GJóQI(f>LO÷aI>÷$PqN �b]O[Q`JI �.L'NbgAó�LO÷ ��I>I/NÜf/UONb÷aPRgQI/`JI>g,Lr÷

Query Retrieved

� � ��»��b» b°×Hx/}�vH�~���/��y|�Jz{y|u~�3�>x>�O�>�H�{uwÊ>��x/�w�"�>��xD�ruwx/�~�O�{u~�\�{�3�{�{u~���bÓdÞYÐH�ay{���-x>�{���W�>�)z|¼r�E�~�J�Rza�a�>¿h�3�¬zy|�az{y|uw�J�d�-���-x>�{���W�>�(z|¼r��y|u~Ê�¼Yza�aÎO�°x/y�x/}��Jz|�Jy|�5u~�Ñ¿h�>z|¼Ñ�-x>�{�3�Éx�y|�D�{¼H�-½��Ñuw�Ñz|¼H���|x>}��kvh�>�{u�z|uw�>��W�>Î ÊOÎrz|�>v@�~�J�qz��{�ay|uw�J�É�/�Ìz|¼H�DÞ'Ðr�Jy{���-x/�{���3�>y{y|�3�{vh�>���O��z|�)z|��v(�w�a�RzÉ�{�Jy|u~�3���>�Ìz|¼r�ky|�Jz{y|u~�3�d�3�(���r�x/���Ñ�{�������aØr�'Ðr}p¿h�Jy|�_���(z|¼r�D�>y��Ou~��x/z|���/�°�-x/�a¼(Ê>y�x>vr¼Hu~�Dy|�3vOy|�3�{�3�Yz�}�x/×Ou~}pÐr} �/y�}�uw�ru~}pÐH}�>x>�~Ðr�D�>�°z|¼r�kz|u~}��D�{�Jy|u~�3�3Î

L'N:Pqýjþ¢UO`aGJL'NHG�f�UrNrGJI�ÿ�Ga[�L'c¢KMLOf�GaUO`DUOK"GaóbIp`JI�GJ`aPRI/úYLOc ���{N;f�UO`J`JI>÷aþ�UrNbghI/N�f�I$GaU(GaóQI�÷�I�úOI>`aü`aI>cqI>údLONHGÉK²I>L'Ga[Q`JI>÷>XHû�IpL'cn÷�UÑ÷aI�GkGaóbI)óQPR]OóQI�÷|GDûkI/PR]OóHGJ÷�GaU �¢Ip[b÷�I�gTK²Ur`�]rcqU �bL'c¢÷�PRýjPqcnL'`JPwG|üf/L'cnf�[bcRL'GaPRUON �

�DóQIÉ`JPq]róHG"þbL'`aG_UOK��b]O[b`aIS��÷�óbUYû�÷_LON�UYúOI/`Jú�PqI>û U'KhGaóbI �b`3÷|G�`aI/Ga`JPqI>úOI�g�f/LO÷aI$øMþbLYGJPqI>NHG�AQX�ghPnL'cRüh÷�Pn÷��A���rù-X�û�óQPRcqI,��]O[Q`JI �ÜøMUON;GaóbIÑ`JPq]rórG-ù�ghI/GJL'PRcn÷�GaóbI(÷aPwGJ[bLYGJPqUrNAU'KEGaóQI . ^EXFh^ L'Nbg ò +àK²I>L'Ga[Q`JI>÷ � �DóQI�÷�IjGJPqýjI!÷aI/`JPqI�÷ ��I>óbLdú�PqUr`J÷�cRU�U�� úOI/`JüÜ÷aPqýjPRcRLO`�PqN GJóQITG|ûkUf/LO÷aI>÷Aø�÷�I>I �b]O[b`aI ��ù ��PRN þbL'`aGaPnf�[QcnL'`�X5ó�ü�þ�I>`�GJI/Nb÷aPqUrN PR÷Tþb`aI�÷�I>NrGTPRN ��UOGaóÀ÷aPwGJ[bLYGJPqUrNb÷%�ý@Ur`aI>UYúOI>`>X�I/úrI/N GaóQUr[Q]Oó cRI>÷J÷TgQLYG3L þ¢UOPRNHGJ÷ LO`aI;LdúYL'PRcRL��QcRI.K²Ur`jGaóQI � [QI>`aü f/LO÷aI:û�PwGJó`aI�÷�þ¢I>f�G$GJU!GJóQIj`aI/Ga`JPqI>úOI>g,UONQIrX¢PqG�PR÷�f/cqI�L'`$GaóbL'GpGJóQI ò +àghI>f/`aI�LO÷aI>÷$cqPRNQI�L'`JcqürX�ýjPn÷a÷aPqNb]GaóQI�PRNQPqGaPnL'c\I/ÿ�þ¢UONbI/NHGaPnL'c°þbL'G�GJI/`JN �ö �b÷�I>`aúrI�GaóbL'GpLOcR÷aUTGaóbI(`JI�GJ`aPRI/úrI>g;f/Lr÷�I�ûDLO÷)cRL���I>cqI�gÜLr÷)÷a[bf/f/I>÷J÷|K²[Qc ��ü!GJóQI@þQó�ü�÷aP �

f�PnL'N ��1)f-GJ[bL'cRcRüOX/PqG_÷aI/I>ýj÷°GaóbL'G\GaóQIÉUO[hG3f�UOýjIÉgQI �bNQPqGaPRUON�Pn÷ ��LO÷aI>gZ�|[b÷�G"UON�LDýTLOf/`aUH÷af/UOþQPnfU��b÷aI/`JúYLYGaPRUON�UOK_øMLp÷a[ �b÷aI�GEU'KJù\GaóQIkK²I�LYGa[b`aI�÷��'ö$N�GJóQI�UOGaóQI>`_ó�L'Nbg°XdUr[Q`�÷aüh÷|GJI/ý LOcqcRUYû�÷°GJUU��hG3L'PRNjL�gQI/I/þ¢I/`ÉPqNb÷aPR]OóHG5U'K¢GaóQI)÷aPqGa[bL'GaPRUON\X'óbPq]róQcqPR]OóHGJPqNQ]pG|ü�þ¢I>÷5UOK°LONQUOýTLOcqPRI>÷�û�óQPnf3ó\X'PqK

diastolic pressure

systolic pressure

hematic volume

Query Retrieved

� � �¢»��¢» tkuqx/�¬z|���~u~���h�¬�O�¬z|���~u~��vry|�3�{�{ÐOy|��x>�H�(¼H�J}�x/z|u~�D�d�>�wÐr}��ky|�Jz{y|u~�3�>x>�"�W�J�Ry-ÎOÏ�ÊOÎ����aÎ

GaóQI>ü@ghUrN � G�cRI>LOg@GJUÑL'NTPRýjýjI>ghPnLYGJI)ghPnL'cRü�÷aPn÷5KML'PRcR[Q`aIrXrf/UO[QcngjþQ`JU�gQ[bf�I�þ¢U�UO`�GJóQI/`3L'þ¢I/[QGaPnf`aI�÷�[QcqGJ÷DPRN:GaóQI�cRUONb]@`J[QN �

1)÷DL(÷aI>f/UONbg!I�ÿQL'ýjþQcRIOX�ûkI$ó�LdúOI�f�UON�÷�PnghI/`JI>g!L(f>LO÷aI@øMþbLYGJPqI>NrG �5���bXhghPRLOcqüh÷aPR÷ �!$��dùPqN û�óQPRf3ó÷�UrýjI(L'cqGaI>`JL'GaPRUONb÷$PRN,GaóbI(I/ÿHGJ`JL�¬f/UO`Jþ�Ur`aI�L'c �bcqU�Uhg,f�PR`3f�[QPqG$GJU�U��AþQcnLOf/I��"�DóQPR÷�HPRNbg UOK�þb`aU �QcqI>ýT÷,øWG|ü�þQPnf/LOcqcRü gQ[QIAGaU LONÀUhf/f�cR[b÷aPqUrN U'K�GaóQIÜþbLYGJPqI>NrG�� ÷���÷�Ga[QcnL'IdùTL'`JIPqNbgQPRf>LYGaI�g �HüLA÷�[�gQghI/NõPRNbf/`aI�LO÷aI@UOK�GJóQI!LO`�GJI/`JPqUr[b÷pþQ`aI�÷a÷a[Q`JIAøB1)^kù�L'`JUO[bNbg,GJóQI I>NbgU'K�GJóQI:÷aI>÷J÷aPqUrN\X�LONbg ��üõLf�UO`J`JI>÷aþ�UrNbghPRNQ]ÜghI�f�`JI>LO÷aI UOK�GaóQI:úOI>NQUO[�÷ÑþQ`JI>÷J÷a[Q`aIø�+p^�ù �e�I�GJ`aPRI/úYL'c�óbLO÷ �¢I/I/N.f�UON�gh[bf-GJI>g ��ü@`aI � [QPq`JPRNQ]ÑL�óQPR]Oó.÷�PRýjPqcnL'`JPwG|ü(K²UO`S1)^ L'Nbg+p^EXHLONbg�Hü@LO÷J÷�PR]ONbPqNQ]pGJóQI/ý�GaóbI�óQPR]OóQI�÷|G�ûkI/PR]OóHGJ÷ � � PR]O[Q`JIV�ghI�G3L'PRcR÷5GaóQI�úYLOcq[QI�÷�UOK"1$^ L'Nbg�+p^K²UO`$GaóQI � [QI/`JüAf/LO÷aI(LONbgAK²Ur`)GJóQI ��I�÷|G�`JI�Ga`JPRI/úOI�g;UONQI��¢GaóQI@UYúOI>`aú�PRI/û PR÷$NQUOGpþQ`JUYú�PRgQI>ggh[QI�GaUjcnLOf � UOKE÷aþbLrf�I��

arterious pressure

venous pressure

Query Retrieved

� � �¢»��b» � y{z|�Jy|u~��ÐH��x/���@���3�H�>ÐH�5vry|�J�{�{Ðry|�Dy|�Jz{y|u~�3�>x>�bu~�@z|¼H�D�{�J�3���H�@�J×rx>}�vr�w�>Î

ö �b÷�I>`aúrIEGaóbL'G>X�û�óQPRcqIÉGaóQI � [QI/`Jüpf>LO÷aI�ûDLO÷\cnL�¢I/cRI>gÑLO÷"÷a[bf>f�I>÷�K²[QcRc¢ø²G|ü�þ�I ��UO[QGJf�UrýjI�ù-XGaóQIp`aI/Ga`JPqI>úOI�gTf/LO÷aI�óbLr÷�L�G|ü�þ�I,-�UO[QGJf�UrýjI(ø²P�� I��h÷�[�f/f�I�÷|K²[bcqcÌLYKWGJI/`kNH[b`J÷aI)PRNHGaI/`JúOI>NHGaPRUON�ù ��{N@þ�L'`aGaPnf�[QcnL'`�X�GaóQIDN�[Q`3÷�IDþQ`JUYú�PRghI�g�GJóQI�þbLYGJPqI>NHGEû�PqGaóTL�ghPR[Q`JI�GaPnfDgh`J[Q]bXdGJU�f/UOýjþ¢I/Nb÷JLYGJIóHü�þ¢U'GJI/Nb÷aPqUrN �

�DóQPR÷�`aI�÷�[QcqGÉóbLr÷5cRI>gj[b÷EGJUÑf�UrNb÷aPRghI>`5GaóbI�úYL'cR[QI>÷5UOK . ^õLONbg Fh^ÀøM÷aI/I �b]O[Q`JI7�rù �OLO÷ÉLýjL'G�GJI/`EU'KQKMLrf-G�X>GJóQIkúdLOcq[bI>÷EL'`JIÉcRUYû PRN �¢U'Gaó@f/Lr÷�I�÷�øMPqN@þbL'`aGaPnf�[bcRLO`>X>GaóQIZ�bNbLOc�PqNbf/`aI�LO÷aIÉPRNGaóQI�`JI�GJ`aPRI/úrI>g!f>LO÷aI�f�UO`J`JI>÷aþ�UrNbgQ÷ÉGaUjGaóbI�gQ`a[Q]jI%�¢I�f-G3ù � �DóQI�PRNhK²UO`JýTLYGJPqUrN.þQ`JUYú�PRgQI>g ��üGaóQI�`JI�GJ`aPRI/úYLOc°þQ`aUhf/I>gh[Q`JI�f/LON.GJó�[b÷�ûDL'`JN!GJóQI�þQó�üh÷aPRf/PRLON!GJU þbLdü þbLO`�GJPRf/[QcnL'`�LYGaGaI>NrGJPqUrNGaUõó�ü�þ�UOGaI/N�÷�PRUON K²UO` GaóQPn÷ þbL'GaPRI/NHG>X�÷�PRNbf�IÜPqN GaóbI,þbLO÷�G!L ýjI>ghPnf/LOc)PRNHGaI/`JúOI>NHGaPRUON ûkLr÷`aI � [bPq`JI>g°XhPRNALj÷�PqGa[bL'GaPRUON.GaóbL'G�PR÷�I�ÿ�Ga`JI/ýjI/cRü!÷aPqýjPRcRLO`kGaUjGaóbI�f�[Q`J`aI>NHGDUrNQI��

diastolic pressure

systolic pressure

Query Retrieved

� � �¢»��b» tDuwx/�¬z|���~u~�$x/���@�¬�O�¬z|�>�wu~��vOy|�3�{�{Ðry|�Dy|�Jz{y|u~�3�>x>��u~�(z|¼H�k�{�3�3���H�@�J×rx>}�vr�~��Î

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