Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 15 de 15
Filter
Add more filters










Publication year range
1.
Transl Androl Urol ; 6(1): 12-19, 2017 Feb.
Article in English | MEDLINE | ID: mdl-28217446

ABSTRACT

Counterfeit phosphodiesterase-5 inhibitors (PDE-5i) are an increasing problem. Already in widespread use, the market for PDE-5i is steadily growing as the population ages. Counterfeiters are taking advantage of this growing market by developing illicit and counterfeit PDE-5i products. Many factors are contributing to the rapid growth of the illicit market, such as the low risk of prosecution, potentially high financial reward, and ease of distribution via Internet pharmacies. Consumers of illicit PDE-5i often do not realize they are using counterfeit products and placing themselves at an unnecessary health risk. Others seek to bypass the legitimate healthcare system due to either embarrassment of the underlying condition or desire for cheaper alternatives. However, taking illicit PDE-5i may harm consumers directly, as many illicit products contain detrimental contaminants and inaccurate amounts of the active ingredient without the appropriate warnings. Bypassing the legitimate healthcare system also endangers consumers indirectly, as erectile dysfunction (ED) is often associated with other medical comorbidities that patients should be screened for. Furthermore, PDE-5i can have potentially dangerous interactions with other pharmaceuticals that are rarely warned against with counterfeit PDE-5i. This communication reviews the literature regarding counterfeit PDE-5i, and summarizes both the scope and dangers of the illicit PDE-5i market.

2.
J Endourol ; 30(4): 447-52, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26597352

ABSTRACT

INTRODUCTION: We sought to describe a methodology of crowdsourcing for obtaining quantitative performance ratings of surgeons performing renal artery and vein dissection of robotic partial nephrectomy (RPN). We sought to compare assessment of technical performance obtained from the crowdsourcers with that of surgical content experts (CE). Our hypothesis is that the crowd can score performances of renal hilar dissection comparably to surgical CE using the Global Evaluative Assessment of Robotic Skills (GEARS). METHODS: A group of resident and attending robotic surgeons submitted a total of 14 video clips of RPN during hilar dissection. These videos were rated by both crowd and CE for technical skills performance using GEARS. A minimum of 3 CE and 30 Amazon Mechanical Turk crowdworkers evaluated each video with the GEARS scale. RESULTS: Within 13 days, we received ratings of all videos from all CE, and within 11.5 hours, we received 548 GEARS ratings from crowdworkers. Even though CE were exposed to a training module, internal consistency across videos of CE GEARS ratings remained low (ICC = 0.38). Despite this, we found that crowdworker GEARS ratings of videos were highly correlated with CE ratings at both the video level (R = 0.82, p < 0.001) and surgeon level (R = 0.84, p < 0.001). Similarly, crowdworker ratings of the renal artery dissection were highly correlated with expert assessments (R = 0.83, p < 0.001) for the unique surgery-specific assessment question. CONCLUSIONS: We conclude that crowdsourced assessment of qualitative performance ratings may be an alternative and/or adjunct to surgical experts' ratings and would provide a rapid scalable solution to triage technical skills.


Subject(s)
Clinical Competence , Crowdsourcing , Nephrectomy/education , Renal Artery , Renal Veins , Humans , Reproducibility of Results , Robotic Surgical Procedures , Video Recording
3.
J Biomed Opt ; 19(10): 107001, 2014.
Article in English | MEDLINE | ID: mdl-25321401

ABSTRACT

Reduction of warm ischemia time during partial nephrectomy (PN) is critical to minimizing ischemic damage and improving postoperative kidney function, while maintaining tumor resection efficacy. Recently, methods for localizing the effects of warm ischemia to the region of the tumor via selective clamping of higher-order segmental artery branches have been shown to have superior outcomes compared with clamping the main renal artery. However, artery identification can prolong operative time and increase the blood loss and reduce the positive effects of selective ischemia. Quantitative diffuse reflectance spectroscopy (DRS) can provide a convenient, real-time means to aid in artery identification during laparoscopic PN. The feasibility of quantitative DRS for real-time longitudinal measurement of tissue perfusion and vascular oxygenation in laparoscopic nephrectomy was investigated in vivo in six Yorkshire swine kidneys (n=three animals ). DRS allowed for rapid identification of ischemic areas after selective vessel occlusion. In addition, the rates of ischemia induction and recovery were compared for main renal artery versus tertiary segmental artery occlusion, and it was found that the tertiary segmental artery occlusion trends toward faster recovery after ischemia, which suggests a potential benefit of selective ischemia. Quantitative DRS could provide a convenient and fast tool for artery identification and evaluation of the depth, spatial extent, and duration of selective tissue ischemia in laparoscopic PN.


Subject(s)
Ischemia/classification , Laparoscopy/adverse effects , Laparoscopy/methods , Nephrectomy/methods , Optical Imaging/methods , Spectrum Analysis/methods , Animals , Feasibility Studies , Hemoglobins/analysis , Ischemia/blood , Ischemia/physiopathology , Kidney/blood supply , Kidney/surgery , Kidney Diseases/surgery , Nephrectomy/adverse effects , Renal Artery/surgery , Swine
4.
Int Braz J Urol ; 39(1): 37-45, 2013.
Article in English | MEDLINE | ID: mdl-23489498

ABSTRACT

OBJECTIVE: During partial nephrectomy, renal hypothermia has been shown to decrease ischemia induced renal damage which occurs from renal hilar clamping. In this study we investigate the infusion rate required to safely cool the entire renal unit in a porcine model using retrograde irrigation of iced saline via dual-lumen ureteral catheter. MATERIALS AND METHODS: Renal cortical, renal medullary, bowel and rectal temperatures during retrograde cooling in a laparoscopic porcine model were monitored in six renal units. Iced normal saline was infused at 300 cc/hour, 600 cc/hour, 1000 cc/hour and gravity (800 cc/hour) for 600 seconds with and without hilar clamping. RESULTS: Retrograde cooling with hilar clamping provided rapid medullary renal cooling and significant hypothermia of the medulla and cortex at infusion rates ≥ 600 cc/hour. With hilar clamping, cortical temperatures decreased at -0.90 C/min. reaching a threshold temperature of 26.90 C, and medullary temperatures decreased at -0.90 C/min. reaching a temperature of 26.10 C over 600 seconds on average for combined data at infusion rates = 600 cc/hour. The lowest renal temperatures were achieved with gravity infusion. Without renal hilum clamping, retrograde cooling was minimal at all infusion rates. CONCLUSIONS: Significant renal cooling by gravity infusion of iced cold saline via a duel lumen catheter with a clamped renal hilum was achieved in a porcine model. Continuous retrograde irrigation with iced saline via a two way ureteral catheter may be an effective method to induce renal hypothermia in patients undergoing robotic assisted and/or laparoscopic partial nephrectomy.


Subject(s)
Hypothermia, Induced/methods , Ischemia/prevention & control , Kidney/blood supply , Nephrectomy/methods , Sodium Chloride/therapeutic use , Animals , Constriction , Kidney/injuries , Models, Animal , Reference Values , Reproducibility of Results , Swine , Temperature , Therapeutic Irrigation/methods , Time Factors , Urinary Catheterization/methods
5.
Int Urol Nephrol ; 45(2): 313-20, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23386246

ABSTRACT

PURPOSE: Renal hypothermia is commonly utilized during nephron sparing surgery to minimize ischemic tissue damage. We propose a method to induce renal hypothermia using continuous retrograde irrigation of iced saline via dual-lumen ureteral catheter. We will report results in an ex vivo porcine model followed by clinical outcomes in a series of patients with solitary kidney undergoing robotic-assisted laparoscopic partial nephrectomy (RALPN). MATERIALS AND METHODS: First, we performed temperature measurements during retrograde renal cooling in a porcine model before investigating the technique in humans. In porcine experiments, renal cortical temperature measurements (n = 270) were recorded during retrograde infusion of ice-cold saline via a 10-Fr dual-lumen ureteral catheter placed in ureter. Subsequently, a series of patients (n = 10) undergoing RALPN with a solitary kidney had concomitant intra-operative retrograde renal cooling. A 10-Fr dual-lumen ureteral catheter was placed at initiation of anesthesia and cold saline initiated prior to renal artery clamping. RESULTS: Porcine cortical temperature reached the target temperature (≤20 °C) within an average of 203 s of retrograde irrigation. In the clinical series, patients' mean preoperative creatinine was 1.16 mg/dL (GFR = 60). At a median follow-up of 10 months (range 1-27 months), postoperative creatinine was 1.50 mg/dL (GFR = 41.28). Average clamp time was 19.4 min. All patients had negative surgical margins. CONCLUSIONS: Retrograde irrigation is a technically feasible method to induce cold ischemia, which may provide an additional protective effect of renal function in patients who have a solitary kidney undergoing surgery via a minimally invasive approach.


Subject(s)
Cold Ischemia , Hypothermia, Induced , Laparoscopy , Nephrectomy/methods , Robotics , Animals , Carcinoma, Renal Cell/complications , Carcinoma, Renal Cell/surgery , Female , Humans , Kidney/abnormalities , Kidney Neoplasms/complications , Kidney Neoplasms/surgery , Male , Middle Aged , Swine
6.
Int. braz. j. urol ; 39(1): 37-45, January-February/2013. tab, graf
Article in English | LILACS | ID: lil-670374

ABSTRACT

Objective: During partial nephrectomy, renal hypothermia has been shown to decrease ischemia induced renal damage which occurs from renal hilar clamping. In this study we investigate the infusion rate required to safely cool the entire renal unit in a porcine model using retrograde irrigation of iced saline via dual-lumen ureteral catheter. Materials and Methods: Renal cortical, renal medullary, bowel and rectal temperatures during retrograde cooling in a laparoscopic porcine model were monitored in six renal units. Iced normal saline was infused at 300 cc/hour, 600 cc/hour, 1000 cc/hour and gravity (800 cc/hour) for 600 seconds with and without hilar clamping. Results: Retrograde cooling with hilar clamping provided rapid medullary renal cooling and significant hypothermia of the medulla and cortex at infusion rates ≥ 600 cc/hour. With hilar clamping, cortical temperatures decreased at -0.9° C/min. reaching a threshold temperature of 26.9° C, and medullary temperatures decreased at -0.90 C/min. reaching a temperature of 26.1° C over 600 seconds on average for combined data at infusion rates ≥ 600 cc/hour. The lowest renal temperatures were achieved with gravity infusion. Without renal hilum clamping, retrograde cooling was minimal at all infusion rates. Conclusions: Significant renal cooling by gravity infusion of iced cold saline via a duel lumen catheter with a clamped renal hilum was achieved in a porcine model. Continuous retrograde irrigation with iced saline via a two way ureteral catheter may be an effective method to induce renal hypothermia in patients undergoing robotic assisted and/or laparoscopic partial nephrectomy. .


Subject(s)
Animals , Hypothermia, Induced/methods , Ischemia/prevention & control , Kidney/blood supply , Nephrectomy/methods , Sodium Chloride/therapeutic use , Constriction , Kidney/injuries , Models, Animal , Reference Values , Reproducibility of Results , Swine , Temperature , Time Factors , Therapeutic Irrigation/methods , Urinary Catheterization/methods
7.
Diagn Mol Pathol ; 21(2): 61-8, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22555088

ABSTRACT

Next-generation DNA and RNA sequencing requires intact nucleic acids from high-quality human tissue samples to better elucidate the molecular basis of cancer. We have developed a prostate biobanking protocol to acquire suitable samples for sequencing without compromising the accuracy of clinical diagnosis. To assess the clinical implications of implementing this protocol, we evaluated 105 consecutive radical prostatectomy specimens from November 2008 to February 2009. Alternating levels of prostate samples were submitted to Surgical Pathology as formalin-fixed, paraffin-embedded blocks and to the institutional biobank as frozen blocks. Differences in reported pathologic characteristics between clinical and procured specimens were compared. Clinical staging and grading were not affected by the biobank protocol. Tumor foci on frozen hematoxylin and eosin slides were identified and high-density tumor foci were scored and processed for DNA and RNA extractions for sequencing. Both DNA and RNA were extracted from 22 cases of 44 with high-density tumor foci. Eighty-two percent (18/22) of the samples passed rigorous quality control steps for DNA and RNA sequencing. To date, DNA extracted from 7 cases has undergone whole-genome sequencing, and RNA from 18 cases has been RNA sequenced. This protocol provides prostate tissue for high-throughput biomedical research and confirms the feasibility of actively integrating prostate cancer into The Cancer Genome Atlas Program, a member of the International Cancer Genome Consortium.


Subject(s)
Prostate/pathology , Prostatic Neoplasms/pathology , Tissue Banks , Adult , Aged , Aged, 80 and over , DNA/isolation & purification , Genes, Neoplasm , Genome, Human , Humans , International Cooperation , Male , Middle Aged , Prostatectomy , Prostatic Neoplasms/genetics , Prostatic Neoplasms/surgery , RNA/isolation & purification , Sequence Analysis, RNA , Specimen Handling
8.
J Endourol ; 24(12): 1975-83, 2010 Dec.
Article in English | MEDLINE | ID: mdl-20973740

ABSTRACT

BACKGROUND AND PURPOSE: Creation of an optimally apposed, tension-free, well-supported vesicourethral anastomosis remains the cornerstone for anastomotic healing after radical prostatectomy. We report the effect of three techniques of bladder neck reconstruction during robot-assisted radical prostatectomy on anastomotic leak, stricture formation, and continence recovery. PATIENTS AND METHODS: Between January 2005 to September 2009, 1900 consecutive patients underwent robotic-assisted laparoscopic prostatectomy (RALP) by a single surgeon. Of these, the first 214 underwent vesicourethral conventional anastomosis (CA); the next 303 men underwent anterior reconstruction (AR) only; and last 1383 men underwent total anatomic restoration (TR). Data elements included patient age, body mass index, preoperative biopsy Gleason score and prostate-specific antigen level, prostate volume, total operative time, console time, time for performing vesicourethral anastomosis, estimated blood loss, tumor stage, and margin status on final pathologic findings. Primary end points were rates of clinically significant anastomotic leaks, bladder neck contractures, and time to return of continence. Chi-square and Fisher exact tests were used for analysis of categoric variables. The Cox proportional hazard model was used for both univariate and multivariate analysis. RESULTS: Clinically significant anastomotic leakage and bladder neck strictures were significantly fewer in the reconstructed groups (2.3% vs 1.0% vs 0.3% and 3.7% vs 1.3% vs 0.5% in the CA, AR, and TR groups, P < 0.01). Continence rates at 1, 6, 12, 26, and 52 weeks after RALP were also significantly better at all time points with AR and TR compared with CA alone (P < 0.001). CONCLUSIONS: TR of the continence mechanism optimizes vesicourethral anastomosis healing and hastens early continence return after RALP.


Subject(s)
Anastomosis, Surgical/methods , Laparoscopy , Prostatectomy/methods , Robotics/methods , Urethra/surgery , Wound Healing , Anastomosis, Surgical/adverse effects , Biopsy , Demography , Humans , Male , Middle Aged , Multivariate Analysis , Postoperative Complications/etiology , Preoperative Care , Prostate/pathology , Prostate/surgery , Time Factors , Urinary Bladder/surgery , Urinary Bladder Neck Obstruction/physiopathology , Urinary Bladder Neck Obstruction/surgery
9.
Expert Opin Pharmacother ; 11(7): 1109-22, 2010 May.
Article in English | MEDLINE | ID: mdl-20402554

ABSTRACT

IMPORTANCE TO THE FIELD: Since sildenafil was introduced 10 years ago, highly selective phosphodiesterase type 5 inhibitors (PDE5i) have changed the medical management of erectile dysfunction (ED). A significant body of research has been devoted to the use of this class of medication for the treatment of ED and has advanced our understanding of erectile physiology. Recently, investigators have noted the potential benefits of this class of medication in the treatment of various urologic and non-urologic conditions, and novel agents in this class are in late-stage trials. AREAS COVERED IN THIS REVIEW: Clinical and basic science articles published between 1990 and 2009 were selected from multiple sources, including PubMed, Lexis-Nexis, EBSCO, and manufacturer websites. Our search focused on clinical outcomes of PDE5i for the treatment of ED and other medical conditions and basic science publications examining pharmacologic effects. WHAT THE READER WILL GAIN: This review provides a thorough description of the currently available PDE5i and the major clinical trials published for the use of PDE5i for the treatment of ED, as well as notable animal and basic science studies. In addition, we review upcoming drugs in this class, emerging indications and goals for future research. TAKE-HOME MESSAGE: PDE5i will remain the mainstay initial medical treatment for ED and will play a larger role in the treatment of other medical conditions. Novel formulations in this class will allow patients to select agents that best suit their needs.


Subject(s)
Erectile Dysfunction/drug therapy , Phosphodiesterase 5 Inhibitors , Phosphodiesterase Inhibitors/therapeutic use , Animals , Clinical Trials as Topic , Drugs, Generic/therapeutic use , Erectile Dysfunction/etiology , Erectile Dysfunction/physiopathology , Humans , Male , Penile Erection/physiology , Phosphodiesterase Inhibitors/adverse effects , Phosphodiesterase Inhibitors/pharmacokinetics
10.
Acad Emerg Med ; 17(3): 260-8, 2010 Mar.
Article in English | MEDLINE | ID: mdl-20370758

ABSTRACT

OBJECTIVES: Serum lactate values in the emergency department (ED) have been associated with mortality in diverse populations of critically ill patients. This study investigates whether serum lactate values measured in the ED are associated with mortality in older patients admitted to the hospital, both with and without infections. METHODS: This is a retrospective cohort study performed at two urban teaching hospitals. The study population includes 1,655 older ED patients (age>or=65 years) over a 3-year period (2004-2006) who had serum lactate measured prior to admission. The presence or absence of infection was determined by review of International Classification of Diseases Ninth Revision (ICD-9) admission diagnosis codes. Mortality during hospitalization was determined by review of inpatient records. Mortality at 30 and at 60 days was determined using a state death registry. RESULTS: In patients with infections, increasing serum lactate values of >or=2.0 mmol/L were linearly associated with relative risk (RR) of mortality during hospitalization (RR=1.9 to 3.6 with increasing lactate), at 30 days (RR=1.7 to 2.6), and at 60 days (RR=1.4 to 2.3) when compared to patients with serum lactate levels of <2.0 mmol/L. In patients without infections, a similar association was observed (RR=1.1 to 3.9 during hospitalization, RR=1.2 to 2.6 at 30 days, RR=1.1 to 2.4 at 60 days). In both groups of patients, serum lactate had a greater magnitude of association with mortality than either of two other commonly ordered laboratory tests, leukocyte count and serum creatinine. CONCLUSIONS: Higher ED lactate values are associated with greater mortality in a broad cohort of admitted patients over age 65 years, regardless of the presence or absence of infection.


Subject(s)
Emergency Service, Hospital/statistics & numerical data , Hospital Mortality , Infections , Lactic Acid/blood , Patient Admission/statistics & numerical data , Aged , Aged, 80 and over , Biomarkers/blood , Chi-Square Distribution , Creatinine/blood , Critical Illness/mortality , Female , Hospitals, Teaching , Hospitals, Urban , Humans , Infections/blood , Infections/mortality , Leukocyte Count , Male , Pennsylvania/epidemiology , Predictive Value of Tests , ROC Curve , Regression Analysis , Retrospective Studies , Selection Bias , Single-Blind Method
11.
J Endourol ; 23(12): 1975-7, 2009 Dec.
Article in English | MEDLINE | ID: mdl-19916770

ABSTRACT

Patients with large median prostate lobes undergoing robot-assisted radical prostatectomy are at potential risk of ureteric orifice injury, during posterior bladder neck transection and vesicourethral anastomosis reconstruction. We describe our technique of in situ robot-assisted ureteral stenting with double-pigtail stents for accurate observation and preservation of the ureteral orifices. We have performed this maneuver in over 30 patients in our cohort of over 1500 patients undergoing robot-assisted radical prostatectomy to date--none of these patients developed urinary leak or bladder neck contracture, and had uneventful cystoscopic removal of stents at 6 weeks after surgery.


Subject(s)
Prostate/pathology , Prostate/surgery , Prostatectomy/methods , Robotics , Stents , Ureter/surgery , Humans , Male , Urinary Bladder/surgery
12.
Cancer ; 115(13 Suppl): 3085-99, 2009 Jul 01.
Article in English | MEDLINE | ID: mdl-19544550

ABSTRACT

The use of prostate-specific antigen (PSA) as a screening test remains controversial. There have been several attempts to refine PSA measurements to improve its predictive value. These modifications, including PSA density, PSA kinetics, and the measurement of PSA isoforms, have met with limited success. Therefore, complex statistical and computational models have been created to assess an individual's risk of prostate cancer more accurately. In this review, the authors examined the methods used to modify PSA as well as various predictive models used in prostate cancer detection. They described the mathematical underpinnings of these techniques along with their intrinsic strengths and weaknesses, and they assessed the accuracy of these methods, which have been shown to be better than physicians' judgment at predicting a man's risk of cancer. Without understanding the design and limitations of these methods, they can be applied inappropriately, leading to incorrect conclusions. These models are important components in counseling patients on their risk of prostate cancer and also help in the design of clinical trials by stratifying patients into different risk categories. Thus, it is incumbent on both clinicians and researchers to become familiar with these tools. Cancer 2009;115(13 suppl):3085-99. (c) 2009 American Cancer Society.


Subject(s)
Models, Statistical , Prostate-Specific Antigen/analysis , Prostatic Neoplasms/diagnosis , Bayes Theorem , Forecasting , Humans , Male , Neural Networks, Computer , Nomograms , Risk Assessment
13.
J Endourol ; 22(10): 2313-7, 2008 Oct.
Article in English | MEDLINE | ID: mdl-18837658

ABSTRACT

OBJECTIVE: A rise in temperature of more than 55 degrees C in tissues, even for short a duration has been implicated in irreversible tissue damage. This study was aimed at recording real time temperature changes at the neurovascular bundle (NVB) during the use of cautery in robotic radical prostatectomy. METHODS: The temperature was monitored with a needle electrode in 15 cases of athermal nerve sparing and 10 cases of non-nerve sparing robotic radical prostatectomy (RRP). The needle was placed in the peritoneal cavity through the camera port and inserted around the NVB. Body temperature was recorded by nasal cannula and compared with the baseline temperature at the neurovascular bundle. The distance of the needle probe from the area of cautery use, changes in temperature at the neurovascular bundle and the duration of cautery use was recorded during the use of monopolar and bipolar current in tissue dissections. RESULTS: The mean baseline temperature at the neurovascular bundle was 0.8 degrees C lower than the body temperature. Average duration for cautery use at the anterior bladder neck and NVB with monopolar and bipolar current was 53.6 (45-65) and 79.8 (70-92) and 56.8 (45-60) and 65.7 seconds (59-76) respectively. The mean temperature rise during bladder neck dissection (distance more than 1 cm) was 43.6 degrees C [36.4-47.3 degrees C] with the monopolar and 38.8 degrees C [36.8 degrees-42.6 degrees C] with bipolar. During NVB dissection, the mean temperature rise was 53.6 degrees C (45.1 to 68.1 degrees C) with monopolar and 60.91 degrees C (47.2 to 109.8 degrees C) with bipolar. Though this difference was not significant, the mean time to return to baseline temperature was 3 seconds more with bipolar than monopolar. CONCLUSIONS: Bipolar cautery may not be safer than monopolar because of a greater rise in temperature of surrounding tissues within 1 cm of its use. Further investigation is needed to fully establish the pathologic consequences associated with increased temperature due to cautery.


Subject(s)
Body Temperature , Monitoring, Intraoperative , Nerve Tissue/blood supply , Prostate/innervation , Prostate/surgery , Prostatectomy/methods , Robotics , Cautery , Electricity , Humans , Male , Prostate/blood supply
14.
Ochsner J ; 7(3): 129-30, 2007.
Article in English | MEDLINE | ID: mdl-21603528
15.
Article in English | MEDLINE | ID: mdl-26317123

ABSTRACT

Neural networks offer a powerful new approach to information processing through their ability to generalize from a specific training data set. The success of this approach has raised interesting new possibilities of incorporating statistical methodology in order to enhance their predictive ability. This paper reports on two complementary methods of prediction. one using neural networks and the other using traditional statistical methods. The two methods are compared on the basis of their prediction applied to standardized developmental infant outcome measures using preselected infant and maternal variables measured at birth. Three neural network algorithms were employed. In our study, no one network outperformed the other two consistently. The neural networks provided significantly better results than the regression model in terms of variation and prediction of extreme outcomes. Finally we demonstrated that selection of relevant input variables through statistical means can produce a reduced network structure with no loss in predictive ability.

SELECTION OF CITATIONS
SEARCH DETAIL
...