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Abstract 153: First Pass Effect in Mechanical Thrombectomy for Anterior Circulation Acute Ischemic Stroke is Modified by Procedure Time: Proposal of a New Measure for Thrombectomy Procedures
Renedo, Daniela , Maier, Ilko , Kasab, Sami Al , Kim, Joon‐Tae , Quintero, Stacey C, Rai, Ansaar , Starke, Robert M. , Psychogios, Marios, Grossberg, Jonathan A , Tanweer, Omar , Polifka, Adam , Park, Min S. , Brinjikji, Waleed , Moss, Mark, Dumont, Travis M., Williamson, Richard A., Kan, Peter , Spiotta, Alejandro M , Havenon, Adam H de, Koo, Andrew B. , Reeves, Benjamin C. , Jabbour, Pascal , Psychogios, Marios‐Nikos , Shaban, Amir , Arthur, Adam Stephen , Yoshimura, Shinichi , Cuellar, Hugo , Alawieh, Ali , Romano, Daniele, Mascitelli, Justin R , Fragata, Isabel , Osbun, Joshua W , Crosa, Roberto , Levitt, Michael R. , Williamson, Richard, Navía, Pedro , Sheth, Kevin N. , Havenon, Adam de , Matouk, Charles

Mayo Clinic

Stroke | February 1, 2024 | Volume: 55 | Issue: Suppl_1 | Pages: No page available

10.1161/str.55.suppl_1.153 Get It

Objective: To determine whether first pass effect (FPE) after mechanical thrombectomy (MT) for anterior circulation large vessel occlusion acute ischemic stroke (LVO-AIS) is modified by procedural time (PT). Methods: The Stroke Thrombectomy and Aneurysm Registry (STAR), a multi-center international dataset, was retrospectively analyzed for anterior circulation LVO-AIS treated by MT who achieved excellent reperfusion (TICI 2c/3). The primary outcome was good functional outcome as defined by a 90-day modified Rankin Scale (mRS) 0-2. The primary study exposure was first pass success (FPS, 1 pass vs ≥2 passes) and the secondary exposure was PT. Logistic regression models were fit-adjusted and marginal effects used to assess the interaction of PT (≤30 vs >30 minutes) and FPS, adjusting for potential confounders including time from last known well to start of MT. Results: A total of 1,310 patients had excellent reperfusion. These patients were divided into two cohorts based on PT: ≤30 minutes (777 patients, 59.3%) and > 30 minutes (533 patients, 40.7%). Good functional outcome was observed in 658 patients (50.2%). The interaction term between FPS and PT was significant (p=0.018). Individuals with FPS in ≤30 minutes had 11.5% higher adjusted predicted probability of good outcome compared with those who required ≥2 passes (58.2% vs. 46.7%, p=0.001). However, there was no significant difference in the adjusted predicted probability of good outcome based on FPS in individuals with PT >30 minutes (p=0.763). This relationship appeared identical in models with PT treated as a continuous variable. Conclusion: In a large, real-world, multi-national dataset, we find that FPE is importantly modified by PT. The added clinical benefit of FPE is lost in longer procedures (>30 minutes). These data argue for a new metric for MT procedures, namely, FPE 30 , that better represents the ideal of fast, complete reperfusion with a single pass of a thrombectomy device.
Phase 2 study of add-on parsaclisib for patients with myelofibrosis and suboptimal response to ruxolitinib: final results
Yacoub, Abdulraheem , Borate, Uma , Rampal, Raajit K. , Ali, Haris , Gerds, Aaron T. , Kremyanskaya, Marina , Winton, Elliott F., Goel, Swati , Schiller, Gary J. , McCloskey, James, Palmer, Jeanne , Holmes, Houston, Hager, Steven, Assad, Albert , Erickson‐Viitanen, Susan, Zhou, Feng , Gerds, Aaron T , Goel, Swati , Oh, Stephen T , Palmer, Jeanne M , Daver, Naval , Wang, Eunice S. , Hobbs, Gabriela , O'Connell, Casey Lee , Oh, Stephen T. , Daver, Naval

Mayo Clinic

Blood Advances | January 30, 2024 | Volume: 8 | Issue: 6 | Pages: 1515-1528

10.1182/bloodadvances.2023011620 | PMID 38290135 Get It

Abstract Ruxolitinib reduces spleen volume, improves symptoms, and increases survival in patients with intermediate- or high-risk myelofibrosis. However, suboptimal response may occur, potentially because of signaling via the phosphoinositide 3-kinase (PI3K)/protein kinase B pathway. This phase 2 study evaluated dosing, efficacy, and safety of add-on PI3Kδ inhibitor parsaclisib for patients with primary or secondary myelofibrosis with suboptimal response to ruxolitinib. Eligible patients remained on a stable ruxolitinib dose and received add-on parsaclisib 10 or 20 mg, once daily for 8 weeks, and once weekly thereafter (daily-to-weekly dosing; n = 32); or parsaclisib 5 or 20 mg, once daily for 8 weeks, then 5 mg once daily thereafter (all-daily dosing; n = 42). Proportion of patients achieving a ≥10% decrease in spleen volume at 12 weeks was 28% for daily-to-weekly dosing and 59.5% for all-daily dosing. Proportions of patients achieving ≥50% decrease at week 12 in Myelofibrosis Symptom Assessment Form and Myeloproliferative Neoplasms Symptom Assessment Form symptom scores were 14% and 18% for daily-to-weekly dosing, and 28% and 32% for all-daily dosing, respectively. Most common nonhematologic treatment-emergent adverse events were nausea (23%), diarrhea (22%), abdominal pain and fatigue (each 19%), and cough and dyspnea (each 18%). New-onset grade 3 and 4 thrombocytopenia were observed in 19% of patients, each dosed daily-to-weekly, and in 26% and 7% of patients dosed all-daily, respectively, managed with dose interruptions. Hemoglobin levels remained steady. The addition of parsaclisib to stable-dose ruxolitinib can reduce splenomegaly and improve symptoms, with manageable toxicity in patients with myelofibrosis with suboptimal response to ruxolitinib. This trial was registered at www.clinicaltrials.gov as #NCT02718300.
Photogrammetry Scans for Neuroanatomy Education - a New Multi-Camera System: Technical Note
Oliveira, André de Sá Braga , Leonel, Luciano, LaHood, Edward R., Graepel, Stephen , Link, Michael J., Lachman, Nirusha , Peris‐Celda, Maria

Mayo Clinic

No container title available | January 29, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-3895369/v1 Get It

Abstract Photogrammetry scans has directed attention to the development of advanced camera systems to improve the creation of three-dimensional (3D) models, especially for educational and medical-related purposes. This could be a potential cost-effective method for neuroanatomy education, especially when access to laboratory-based learning is limited. The aim of this study was to describe a new photogrammetry system based on a 5 Digital Single-Lens Reflex (DSLR) cameras setup to optimize accuracy of neuroanatomical 3D models. One formalin-fixed brain and specimen and one dry skull were used for dissections and scanning using the photogrammetry technique. After each dissection, the specimens were placed inside a new MedCreator® scanner (MedReality, Thyng, Chicago, IL) to be scanned with the final 3D model being displayed on SketchFab® (Epic, Cary, NC) and MedReality® platforms. The scanner consisted of 5 cameras arranged vertically facing the specimen, which was positioned on a platform in the center of the scanner. The new multi-camera system contains automated software packages, which allowed for quick rendering and creation of a high-quality 3D models. Following uploading the 3D models to the SketchFab® and MedReality® platforms for display, the models can be freely manipulated in various angles and magnifications in any devices free of charge for users. Therefore, photogrammetry scans with this new multi-camera system have the potential to enhance the accuracy and resolution of the 3D models, along with shortening creation time of the models. This system can serve as an important tool to optimize neuroanatomy education and ultimately, improve patient outcomes.
A cost-effectiveness analysis assessing systemic treatments in metastatic castration-sensitive prostate cancer (mCSPC) by volume of disease.
Naqvi, Syed Arsalan Ahmed , Faisal, Kunwer Sufyan , Khakwani, Kaneez Zahra Rubab, Houten, Holly K. Van , Sharma, Vidit , Boorjian, Stephen A. , Humphreys, Mitchell R. , Cobran, Ewan K. , Khan, Muhammad Ali , Moriarty, James P. , Borah, Bijan J. , Singh, Parminder Pal , Childs, Daniel S. , Sartor, Oliver , Riaz, Irbaz Bin , Bryce, Alan H.

Mayo Clinic

Journal of Clinical Oncology | January 29, 2024 | Volume: 42 | Issue: 4_suppl | Pages: 93-93

10.1200/jco.2024.42.4_suppl.93 Get It

93 Background: The treatment paradigm for mCSPC patients has rapidly evolved over the last few years with the emergence of triplet therapy and prognostication by volume of disease. However, the health economic implications of triplet therapy by disease volume remain unclear. Methods: A Markov model where patients transitioned between the progression-free, progression and death states was developed. State utilities were derived from the LATITUDE trial. Point probabilities for overall survival, progression-free survival, grade ≥ 3 and 5 toxicities were obtained from the eligible mCSPC phase III clinical trials. Medicare Advantage and commercial total paid amounts (2022 US$) of treatments were obtained from OptumLabs Data Warehouse. Costs and disutilities of adverse events were derived from published literature. Half-cycle corrected costs and utilities were accrued monthly over a 20-year lifetime horizon and were discounted at 3%. Monte Carlo simulation was used to calculate incremental cost-effectiveness ratios (ICERs). A willingness-to-pay (WTP) threshold of US$100,000 was used. Results: In terms of Medicare Advantage payer’s perspective (Table), docetaxel (D)+ADT was observed to provide additional 0.068 QALYs compared to ADT at an ICER of US$16,544 per QALY in high volume disease. Compared to D+ADT, abiraterone (AAP) triplet provided additional 1.03 QALYs at US$56,641 per QALY. Compared to AAP triplet, apalutamide (APA)+ADT provided additional 0.048 QALYs at US$5,846,248 per QALY in high volume disease. In low volume disease, D+ADT provided 0.45 more QALYs at US$20,690 per QALY compared to ADT alone. Compared to D+ADT, AAP triplet provided an additional 1.51 QALYS at US$44,267 per QALY. In terms of total paid commercial costs, AAP triplet provided an additional 1.19 QALYs compared to ADT at US$91,952 per QALY in high volume disease. In low volume, D+ADT provided additional 0.38 QALYs at US$22,058 per QALY compared to ADT. Compared to D+ADT, AAP triplet provided a 0.97 QALY gain at US$105,958 per QALY. Compared to AAP triplet, darolutamide (DARO) triplet provided a 0.47 QALY at US$689,196 per QALY. Compared to DARO triplet, APA+ADT provided an additional 0.49 QALYs at an ICER of US$971,389 per QALY. All other treatments (not reported here) were dominated. Conclusions: At the selected WTP of US$100,000 per QALY, AAP triplet therapy was most likely the cost-effective strategy in overall mCSPC population particularly in patients with high volume disease. However, these results should be interpreted with careful accounting for timing of metastases. [Table: see text]
Development and validation of a novel prognostic model for disease-specific survival in patients with non-metastatic small cell carcinoma of the bladder.
Lewis, Akeem Ronell, Kase, Adam M. , Tyson, Mark D. , Boorjian, Stephen A. , Pagliaro, Lance C. , Costello, Brian A. , Orme, Jacob J. , Diamantopoulos, Leonidas Nikolaos , Childs, Daniel S. , Lucien, Fabrice , Basourakos, Spyridon P. , Singh, Parminder Pal

Mayo Clinic

Journal of Clinical Oncology | January 29, 2024 | Volume: 42 | Issue: 4_suppl | Pages: 695-695

10.1200/jco.2024.42.4_suppl.695 Get It

695 Background: Small cell carcinoma of the bladder (SCCB) is a rare variant of bladder cancer with limited data informing prognosis. We present a novel prognostic model for disease specific survival (DSS) for patients with non-metastatic (M0) SCCB, derived from the Surveillance, Epidemiology and End Results (SEER) database. Methods: The SEER database (18 registries/November 2020) was queried with the ICD-10 topography codes C67.0-C67.9 (bladder), and the morphologic code 8041 (SCCB). Eligible patients (adults, histologic confirmation, available follow-up/staging data, M0) were randomly divided into a training (TC) and a validation cohort (VC) (7:3 ratio). Variables significantly associated with DSS were identified with multivariate Cox regression and backwards stepwise conditional approach and inserted in the model. Points were assigned to each variable based on the formula: Probability of an event at time t=S0(t)exp(β1x1, β2x2...), (β = regression coefficients, x = observed covariate values, S0(t) = survival function). Cumulative risk points were assigned to each patient and three distinct risk categories for DSS were constructed. Harrel’s C-statistic with bootstrap resampling was used for internal (TC) and external (VC) validation. Model performance was compared to the AJCC 8th edition (likelihood ratio test -LRT). Results: A total of 1039 patients were included (739 TC, 300 VC). No statistically significant differences in baseline characteristics/survival outcomes were identified between TC and VC. Age (years), T/N stage, radical cystectomy, chemotherapy, and radiation were significant variables inserted in the multivariate model (table). Patients were stratified to three risk groups (low, intermediate, high) based on the total cumulative risk points collected. Median DSS was NR (95%CI; NR, NR), 25 (95% CI; 18-32) and 9 months (95% CI; 7-11) for the low, intermediate, and high-risk category, log-rank p<.001. Harrel's C-statistic for the model was 0.70 (95%CI;0.67-0.73) in the TC and 0.66 (95%CI; 0.61-0.71) in the VC. In comparison, C-statistic for the AJCC 8th edition was 0.56 (95% CI; 0.52-0.59) and 0.53 (95% CI; 0.51 to 0.57), respectively. The LRT demonstrated superior performance of the model compared to AJCC (p<.001). Conclusions: We present a novel prognostic model for DSS in patients with locoregional SCCB composed of variables readily available in daily practice, which may serve as a useful tool for individualized risk assessment of patients with this rare malignancy. Further validation in prospective studies/clinical trials is warranted. [Table: see text]
Comparative cost-effectiveness of trimodal therapy and radical cystectomy for management of muscle-invasive bladder cancer.
Wymer, Kevin , Boorjian, Stephen A. , Williams, Stephen B. , Smith, Angela B. , Sharma, Vidit , Joyce, Daniel , Gore, John L. , Khaki, Ali Raza , Raldow, Ann C.

Mayo Clinic

Journal of Clinical Oncology | January 29, 2024 | Volume: 42 | Issue: 4_suppl | Pages: 572-572

10.1200/jco.2024.42.4_suppl.572 Get It

572 Background: Bladder preservation with trimodal therapy (TMT), which consists of maximal transurethral resection of bladder tumors followed by chemoradiation, is now included in guidelines with radical cystectomy (RC) as options for definitive management of muscle-invasive bladder cancer (MIBC). Prospective randomized controlled trial data to help guide treatment selection are lacking, and prior efforts to bridge this knowledge gap have failed primarily due to poor accrual. A recent retrospective analysis comparing TMT to RC reported similar oncologic outcomes between these treatments when performed in highly selected patients. However, treatment toxicities and costs vary significantly between these management options. To investigate the impact of these outcomes on relative treatment value, we evaluated the comparative cost-effectiveness of TMT and RC for treatment of MIBC. Methods: Cost-effectiveness was compared between TMT and RC for patients with a solitary, muscle-invasive tumor less than 7cm, no or unilateral hydronephrosis, limited carcinoma in situ, and adequate bladder function (criteria utilized in a recent retrospective comparative series) using a microsimulation model with a 5-year horizon from a Medicare payer perspective. Additionally, a 10-year lifetime horizon was evaluated to better understand the impact of long-term outcome uncertainty on cost-effectiveness. Based on recently published multicenter retrospective propensity score matched data, metastatic progression and survival probabilities were assumed to be equivalent between treatments. Utility values and additional probabilities, including both short and long-term treatment toxicities, were obtained from published literature. Primary outcomes of interest included effectiveness measured in quality adjusted life years (QALYs) and incremental cost-effectiveness ratios (ICER) using a willingness-to-pay threshold of $100,000/QALY. One-way and probabilistic sensitivity analyses were performed to assess the robustness of the model. Results: At 5 years, the average cost was $32,286.35 higher for TMT versus RC. The average QALYs were 3.88 and 3.96 for RC and TMT respectively. TMT was not cost-effective at 5-year (ICER: $379,917.21/QALY) or 10-year (ICER: $222,704.78/QALY) time horizons. On one-way sensitivity analyses, TMT would become cost effective if: 1) TMT costs were less than $16,152; or 2) TMT resulted in a 13.3% improvement in metastasis free survival relative to RC. Conclusions: Although it resulted in similar quality and duration of life, TMT was not cost-effective relative to RC at 5 and 10 years given higher treatment costs. These findings support the role of both TMT and RC in management of MIBC and highlight the need for continued efforts to reduce healthcare costs associated with TMT.
Venous tumor thrombus destinations in patients with renal cell carcinoma.
Pessoa, Rodrigo Rodrigues , Cheville, John C. , Lohse, Christine M. , Costello, Brian A. , Thompson, Houston R., Boorjian, Stephen A. , Leibovich, Bradley C. , Sharma, Vidit , Nabavizadeh, Reza , Lucien, Fabrice , Thompson, Houston

Mayo Clinic

Journal of Clinical Oncology | January 29, 2024 | Volume: 42 | Issue: 4_suppl | Pages: 381-381

10.1200/jco.2024.42.4_suppl.381 Get It

381 Background: Venous tumor thrombus (VTT) is associated with worse oncologic outcomes in clear cell renal cell carcinoma (ccRCC). It is unknown if VTT and pulmonary embolism (PE) predispose patients to pulmonary metastasis. Methods: We queried our institutional registry for ccRCC patients undergoing radical nephrectomy (1970-2019). Cox proportional hazards regression models, adjusting for factors associated with ccRCC progression, were used to determine if VTT and PE were associated with pulmonary metastasis. Results: Of 3,410 patients studied, 1,025 (30%) had VTT, and patients with VTT were more likely to present with pulmonary metastasis at nephrectomy (20% vs 7%, p<0.001). Within the VTT subset, level of VTT was not significantly associated with pulmonary metastasis at nephrectomy (p=0.3). For all patients who had metastatic disease at nephrectomy (n=643), pulmonary metastasis was more common in those with VTT versus those without VTT (68% vs 51%, p<0.001). Excluding patients with pulmonary metastasis at nephrectomy, on multivariable analysis, VTT remained associated with post-nephrectomy pulmonary metastasis (hazard ratio (HR) 1.31, p<0.001) without a notable difference in HRs between renal vein (1.27) and caval (1.38) VTT. Presence of PE in the setting of VTT was associated with increased pulmonary metastasis post-nephrectomy (HR 2.31, p<0.001). Conclusions: VTT is associated with disproportionately increased pulmonary metastasis at presentation and post-nephrectomy in ccRCC patients. Further, the presence of PE at nephrectomy for VTT was associated with increased pulmonary metastasis post-nephrectomy. These results support a metastatic predilection of ccRCC with VTT to the lungs.
Systemic Neutrophil Gelatinase-Associated Lipocalin Alterations in Chronic Pancreatitis: A Multicenter, Cross-Sectional Study
Torok, Molly, Pfau, Timothy, Mace, Thomas A. , Cole, Rachel M. , Hart, Phil A. , Krishna, Somashekar G. , Lara, Luis F. , Ramsey, Mitchell L. , Fogel, Evan L. , Forsmark, Chris E. , Li, Liang , Park, Walter G. , Vege, Santhi Swaroop , Yadav, Dhiraj , Conwell, Darwin L. , Cruz‐Monserrate, Zobeida , Krishna, Somashekar G , Gumpper, Kristyn , Chasser, Kaylin M. , Pita-Grisanti, Valentina , Belury, Martha Ann , Culp, Stacey , Fisher, William P. , Pandol, Stephen J. , Serrano, José , Van Den Eeden, Stephen K

Mayo Clinic

Clinical and Translational Gastroenterology | January 29, 2024 | Volume: 15 | Issue: 4 | Pages: e00686

10.14309/ctg.0000000000000686 | PMID 38284831 Get It

INTRODUCTION: Chronic pancreatitis (CP) is a progressive fibroinflammatory disorder lacking therapies and biomarkers. Neutrophil gelatinase-associated lipocalin (NGAL) is a proinflammatory cytokine elevated during inflammation that binds fatty acids (FAs) such as linoleic acid. We hypothesized that systemic NGAL could serve as a biomarker for CP and, with FAs, provide insights into inflammatory and metabolic alterations. METHODS: NGAL was measured by immunoassay, and FA composition was measured by gas chromatography in plasma (n = 171) from a multicenter study, including controls (n = 50), acute and recurrent acute pancreatitis (AP/RAP) (n = 71), and CP (n = 50). Peripheral blood mononuclear cells (PBMCs) from controls (n = 16), AP/RAP (n = 17), and CP (n = 15) were measured by cytometry by time-of-flight. RESULTS: Plasma NGAL was elevated in subjects with CP compared with controls (area under the curve [AUC] = 0.777) or AP/RAP (AUC = 0.754) in univariate and multivariate analyses with sex, age, body mass index, and smoking (control AUC = 0.874; AP/RAP AUC = 0.819). NGAL was elevated in CP and diabetes compared with CP without diabetes ( P < 0.001). NGAL + PBMC populations distinguished CP from controls (AUC = 0.950) or AP/RAP (AUC = 0.941). Linoleic acid was lower, whereas dihomo-γ-linolenic and adrenic acids were elevated in CP ( P < 0.05). Linoleic acid was elevated in CP with diabetes compared with CP subjects without diabetes ( P = 0.0471). DISCUSSION: Elevated plasma NGAL and differences in NGAL + PBMCs indicate an immune response shift that may serve as biomarkers of CP. The potential interaction of FAs and NGAL levels provide insights into the metabolic pathophysiology and improve diagnostic classification of CP.
P734 Super-responders in patients with moderate-to-severe Crohn’s disease treated with subcutaneous infliximab maintenance therapy: A post hoc analysis of the LIBERTY-CD study
Sands, B E, Jeong, Ah‐Reum , Kim, D H, Lee, Y N , Schreiber, Stefan , Hanauer, Stephen B. , Danese, Silvio , Loftus, Edward V. , Jeong, A L, Colombel, Jean‐Frédéric

Mayo Clinic

Journal of Crohn's and Colitis | January 24, 2024 | Volume: 18 | Issue: Supplement_1 | Pages: i1365-i1366

10.1093/ecco-jcc/jjad212.0864 Get It

Abstract Background The LIBERTY-CD study demonstrated a broad level of benefit for subcutaneous (SC) infliximab (IFX) maintenance therapy compared with placebo in patients (pts) with moderate-to-severe active Crohn’s disease (CD) who responded to intravenous IFX induction. Characterising subgroups of pts with different levels of response could help to better position SC IFX therapy. Methods This was a post hoc analysis of 231 pts from the CT-P13 SC arm of the randomised, parallel-group, placebo-controlled LIBERTY-CD study (NCT03945019). Unsupervised group-based trajectory modelling (GBTM) was conducted to deconvolute cohort-level data into response trajectories. Longitudinal patient reported outcomes (PRO-2: abdominal pain and stool frequency) were used to investigate whether pts who received SC IFX maintenance therapy cluster into response trajectories. Efficacy endpoints (clinical remission, endoscopic response and remission, corticosteroid-free remission and comprehensive disease control [CDC] rate) were analysed and compared between different trajectories. Trough levels of IFX (TLI) were evaluated by trajectory throughout the treatment period. Baseline characteristics were analysed in a descriptive manner to explore predictors for super-response. Results Four distinct trajectories were clearly separated and stabilised around Week (W) 10–14 (Figure): rapid and sustained improvement (super-responders, n=61), rapid, but slightly less drastic than super-responders, then sustained improvement (fast responders, n=56), gradual then sustained improvement (slow responders, n=63) and partial improvement during the maintenance phase (limited responders, n=51). Super-responders had the highest rates of W54 clinical remission (73.8%; p=0.002), endoscopic response (63.9%; p=0.009), corticosteroid-free remission (63.6%; p=0.007), endoscopic remission (42.6%; p=0.094) and CDC (37.7%; p=0.013) among trajectories (Table). Super-responders also maintained the highest TLI from W10 throughout the maintenance period. Super-responders showed a trend towards lower baseline body weight, body mass index and oral corticosteroid use, but higher Crohn’s Disease Activity Index score and prior biologic/Janus kinase inhibitor use compared to other trajectories. Conclusion Distinct subpopulations with different levels of responses were detected by GBTM using data from a large group of pts with moderate-to-severe active CD who were treated with SC IFX for 1 year. Super-responders with rapid and sustained improvements during SC IFX therapy had a higher likelihood of achieving desirable long-term outcomes, with substantial individual benefit (CDC). Baseline characteristics and TLI were associated with super-response.
Automated Identification of Key Steps in Robotic-Assisted Radical Prostatectomy Using Artificial Intelligence
Khanna, Abhinav, Antolin, Alenka, Bar, Omri , Ben-Ayoun, Danielle, Zohar, Maya, Boorjian, Stephen A. , Frank, Igor, Shah, Paras , Sharma, Vidit , Thompson, R. Houston, Wolf, Tamir, Asselmann, Dotan, Tollefson, Matthew K. , Tollefson, Matthew

Mayo Clinic

Journal of Urology | January 24, 2024 | Volume: 211 | Issue: 4 | Pages: 575-584

10.1097/ju.0000000000003845 | PMID 38265365 Get It