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15596191,15351582,15474265,12544300,12686818,18635221,14532779,11586200,18314255,12746843,16796698,11696734,19254280,15017206,11696735,12050500,15491709,16935413,15470681,16686707,12576824,15217428,17495491,17868719,16914574,16336328,16900523,12384565,15708249,12557700,18422574,16387412,17880291,11832719,16607587,17383807,14669277,19751263,16925752,11696732,17868976,15082006,15371829,12629353,16469012,19589584,15758720,19796456,18173824,20132361,12913106,17320675,16051949,9145980,16698363,16280762,17875764,16813888,17293026,11025711,16287440,16643480,16230143,9145976,17681061,18199716,19406457,12237913,17315165,17826492,18207312,17991542,11125378,17140724,18571700,16093983,15860849,17698121,15758719,16287441,15305405,16280760,16153197,16140075,12750804,17095070,15930338,15992903,16530933,15828954,14665876,18203710,15992904,10344737,17085127,17698116,18158035,19220263,18349404,16413660,11400489,16813890,22085129,19466946,17936811,17868725,11176398,9302135,16601384,10434336,15351590,8911509,11912382,9182486,21257258,15591458,10492192,11790277,17033209,22540236,15142143,10798801,7529856,20620409,23296120,11113746,14972467,16498101,15076291,24758681,15183546,15476514,22078338,12640660,21843902,25728968,15117988,12750291,23985457,11790278,15560269,20723930,22759231,22520482,19818565,10737486,27367645,19716590,21978777,15224089,14673043,9358212,15074779,9781951,23791890,10334537,19817743,12209743,11309765,10565735,10799176,20113945,12474529,8633403,20439642,12121590,19922545,14971088,9028364,15329107,25466945,12518322,25175002,18316564,17572194,15183988,20851437,23937660,24006951,28753827,14665871,20370843,21790792,16046649,22587373,19709074,14584066,9145716,9807869,20018437,22104434,22137704,12569595,9126237,22386393,19925616,22206941,20970840,7524237,24356093,15161703,23020893,12578902,16650292,23587869,10647699,14972511,11458120,9605647,11496393,11387358,22197085,21732339,26514500,22349550,21766504,24684960,20812920,21498337,26185312,16705126,23360237,9807586,24863013,22228175,24059373,21944097,15734935,25475662,22425101,10492193,10235151,19913257,11309764,23580758,27930844,7858643,16601382,24856483,25130472,24146147,20148990,23561706,10720853,21775172,19832923,15372478,22137601,15831998,25150643,15518134,14655602,10736506,20215821,19814949,25443949,18343439,15384003,12429310,23765315,20623635,37016971,27064383,21504650,20418041,15882727,23106876,11914620,11844812,27192553,16307332,26194289,24529282,15822118,27564265,12012298,8973700,28753763,29995494,29633372,26272031,18042028,21507467,27654116,20890424,15278094,20369548,27995303,31912470,21679993,24975793,16327306,15126797,21122899,11248624,22656409,11389745,19913252,28143868,10962307,23806388,11696766,22834909,11489708,11306387,23154603,35065881,14665874,16050199,20409605,23824564,12497095,27692836,20952035,11342918,21092995,14519642,9240538,12149292,34855228,12497162,11302346,11443576,12712405,24877254,11306880,15209659,15948174,21873255,11744478,10468729,20029414,12028693,12496871,20875091,15541116,18519764,11844816,19157448,11549488,7505775,19740617,27799510,18511177,15066290,21256516,20132360,12839927,23375915,24145624,28914751,25667108,27509934,23826159,19648535,27200375,7523737,14993478,30390642,32474764,27542201,22052758,18423693,11460933,20303514,10926079,16798891,22318178,21046403,19597915,25760964,21853037,7529450,33475174,8996350,15289328,15318497,15518133,24438428,10759669,24680790,25179991,25903805,23533351,27258119,29969172,18825386,12012297,24785987,23490369,19675754,11295618,12111880,27272349,29108306,14575969,23302484,20846685,31338325,11170143,19435838,17606718,10851337,10725864,24976228,16703725,20409219,21927560,36624154,18000803,10810059,35971801,18846227,27023103,11340281,27966447,19025977,35178455,21211309,18711181,11508750,10724923,26328204,35529273,15754797,36915312,12669667,23453177,15833828,31798281,23373802,24824251,14618426,36681188,35983118,23762630,16075926,23814804,12620144,21479406,29043429,11790280,28260168,14697004,27147316,10414889,12528195,16151110,24868336,29223792,20028766,21187370,15046699,19589568,22631673,20028763,9801750,33643910,15371673,15222521,36967794,11464033,12497167,14706504,30758971,19397093,15371656,33706408,27979509,19935671,12507538,12012300,29312648,22563399,32636672,26723180,20233430,30332595,35207452,15200449,29306515,30652591,11147298,36508519,31807867,37113984,29988804,16921833,27336609,30092335,9764893,16372495,22920580,9508081,7523350,12497116,16247872,12911662,21156728,17019508,20800880,12324513,25081718,14972697,24245721,28241793,15126220,15535437,18441002,30460784,15072605,20965035,35693032,12954201,28043763,27658807,22883757,12584470,25041000,22096655,17509366,22325502,11844805,26225178,37036281,32311441,10761097,35477343,32337359,17985425,35233531,36699768,28344812,12932940,31413737,22784725,12620145,25285243,31360163,28102298,11251237,29802061,13579762,29462127,13690309,26746688,29297890,13588105[uid]

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Preoperative neural network using combined magnetic resonance imaging variables, prostate-specific antigen, and gleason score for predicting prostate cancer biochemical recurrence after radical prostatectomy.

Poulakis V, Witzsch U, de Vries R, Emmerlich V, Meves M, Altmannsberger HM, Becht E. Poulakis V, et al. Urology. 2004 Dec;64(6):1165-70. doi: 10.1016/j.urology.2004.06.030. Urology. 2004. PMID: 15596191

Preoperative neural network using combined magnetic resonance imaging variables, prostate-specific antigen, and Gleason score to predict positive surgical margins.

Poulakis V, Witzsch U, de Vries R, Emmerlich V, Meves M, Altmannsberger HM, Becht E. Poulakis V, et al. Urology. 2004 Sep;64(3):516-21. doi: 10.1016/j.urology.2004.04.027. Urology. 2004. PMID: 15351582

Preoperative neural network using combined magnetic resonance imaging variables, prostate specific antigen, and Gleason score to predict prostate cancer recurrence after radical prostatectomy.

Poulakis V, Witzsch U, de Vries R, Emmerlich V, Meves M, Altmannsberger HM, Becht E. Poulakis V, et al. Eur Urol. 2004 Nov;46(5):571-8. doi: 10.1016/j.eururo.2004.07.010. Eur Urol. 2004. PMID: 15474265

Biochemical (prostate specific antigen) recurrence probability following radical prostatectomy for clinically localized prostate cancer.

Han M, Partin AW, Zahurak M, Piantadosi S, Epstein JI, Walsh PC. Han M, et al. J Urol. 2003 Feb;169(2):517-23. doi: 10.1097/01.ju.0000045749.90353.c7. J Urol. 2003. PMID: 12544300

An artificial neural network for prostate cancer staging when serum prostate specific antigen is 10 ng./ml. or less.

Zlotta AR, Remzi M, Snow PB, Schulman CC, Marberger M, Djavan B. Zlotta AR, et al. J Urol. 2003 May;169(5):1724-8. doi: 10.1097/01.ju.0000062548.28015.f6. J Urol. 2003. PMID: 12686818

Validation of Partin tables and development of a preoperative nomogram for Japanese patients with clinically localized prostate cancer using 2005 International Society of Urological Pathology consensus on Gleason grading: data from the Clinicopathological Research Group for Localized Prostate Cancer.

Naito S, Kuroiwa K, Kinukawa N, Goto K, Koga H, Ogawa O, Murai M, Shiraishi T; Clinicopathological Research Group for Localized Prostate Cancer Investigators. Naito S, et al. J Urol. 2008 Sep;180(3):904-9; discussion 909-10. doi: 10.1016/j.juro.2008.05.047. Epub 2008 Jul 17. J Urol. 2008. PMID: 18635221

A preoperative nomogram identifying decreased risk of positive pelvic lymph nodes in patients with prostate cancer.

Cagiannos I, Karakiewicz P, Eastham JA, Ohori M, Rabbani F, Gerigk C, Reuter V, Graefen M, Hammerer PG, Erbersdobler A, Huland H, Kupelian P, Klein E, Quinn DI, Henshall SM, Grygiel JJ, Sutherland RL, Stricker PD, Morash CG, Scardino PT, Kattan MW. Cagiannos I, et al. J Urol. 2003 Nov;170(5):1798-803. doi: 10.1097/01.ju.0000091805.98960.13. J Urol. 2003. PMID: 14532779

The use of neural networks and logistic regression analysis for predicting pathological stage in men undergoing radical prostatectomy: a population based study.

Borque A, Sanz G, Allepuz C, Plaza L, Gil P, Rioja LA. Borque A, et al. J Urol. 2001 Nov;166(5):1672-8. J Urol. 2001. PMID: 11586200

Radical prostatectomy for incidental (stage T1a-T1b) prostate cancer: analysis of predictors for residual disease and biochemical recurrence.

Capitanio U, Scattoni V, Freschi M, Briganti A, Salonia A, Gallina A, Colombo R, Karakiewicz PI, Rigatti P, Montorsi F. Capitanio U, et al. Eur Urol. 2008 Jul;54(1):118-25. doi: 10.1016/j.eururo.2008.02.018. Epub 2008 Feb 26. Eur Urol. 2008. PMID: 18314255

Prediction of extraprostatic cancer by prostate specific antigen density, endorectal MRI, and biopsy Gleason score in clinically localized prostate cancer.

Horiguchi A, Nakashima J, Horiguchi Y, Nakagawa K, Oya M, Ohigashi T, Marumo K, Murai M. Horiguchi A, et al. Prostate. 2003 Jun 15;56(1):23-9. doi: 10.1002/pros.10239. Prostate. 2003. PMID: 12746843

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