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16256 citation(s) found for "Ha, David R".

A Multiregional Decentralized Clinical Trial Program to Improve Access
Haddad, Tufia C. , Mercado, Lydia A., Enarson, David A., Sener, Ugur, Price, Katharine A., Juhn, Young J., Cartin‐Ceba, Rodrigo , Colón‐Otero, Gerardo , Kottschade, Rebecca S., Le‐Rademacher, Jennifer , Sener, Uğur , Kumar, Amanika , Juhn, Young J. , Willman, Cheryl L. , Garovic, Vesna D.

JAMA Network Open | June 5, 2026 | Volume: 9 | Issue: 6 | Pages: e2617204

10.1001/jamanetworkopen.2026.17204 | PMID 42247228 Get It

Importance Decentralized clinical trials (DCTs) aim to increase trial access for underrepresented populations (URP) and ensure study outcomes, conclusions, and policy-related decisions are applicable to diverse populations. Objective To assess trends in the percentage of accrued participants from more than 120 miles from the research site upon DCT program implementation. Design, Setting, and Participants This descriptive quality improvement study was conducted from January 2024 to March 2025 at Mayo Clinic, a US multiregional, academic medical center (AMC) comprising 3 sites and an affiliated, community-based health care system. All individuals who consented and/or accrued to an institutional review board–approved clinical trial were included. Exposure DCTs are defined as trials with at least 1 decentralized capability beyond remote consent. DCT program development began July 2022. By January 2024, remote consent, video telehealth visits, remote phlebotomy, and device services were implemented across all sites and departments. Remote monitoring and oral medication delivery were available on a limited basis. Prospective automated program and DCT participant data collection and quarterly reporting began in January 2024. Main Outcomes and Measures Percentage of all DCT accrued participants with a residential zip code more than 120 miles from 1 of 3 AMC sites. Results There were 7469 participants (median [IQR] age, 62 [51-70] years; 3594 [48.1%] female; 241 [3.2%] Asian, 391 [5.2%] Black or African American, and 6347 [85.0%] White individuals) accrued to 765 DCTs. During the study period, the percentage of DCT participants residing more than 120 miles from an AMC site ranged from 18.9% in the first quarter (Q1) of 2024 (383 of 2032 participants) to 29.6% in Q1 of 2025 (346 of 1170 participants). Of those accrued, 1147 (15.4%) were of a racial or ethnic URP, ranging from 12.5% in Q1 of 2024 (253 participants) to 17.4% in Q1 of 2025 (204 participants). There were 1554 (20.8%) participants from a rural location, ranging from 16.6% in Q1 of 2024 (338 participants) to 24.9% in Q1 of 2025 (291 participants). Additionally, by geospatial distance from an AMC site, the male-to-female ratio was nearly 50:50, and the age distribution appeared similar. Conclusions and Relevance In this quality improvement study of a DCT program implementation, DCT accruals trended favorably among those residing more than 120 miles from an AMC site and those of rural or URP populations. While these findings cannot be directly attributed to program implementation, they are reassuring that this strategy may address some barriers to clinical trial access. Future studies should assess the sustained effectiveness and scalability of DCT models in improving equitable trial access.
OC.57 Safety and efficacy of CD19 NEX-T® (BMS-986353), a chimeric antigen receptor (CAR) T cell therapy, in systemic sclerosis (SSc): findings from the breakfree-1 trial
Khanna, D, Korman, David S., Mease, Philip, Griffith, Melissa, Carpintero, Maria , Wener, Mark H. , Kramer, Neil , Schett, G, Mayes, Maureen D., Melton, Alexis, Handy, Whitney, Ou, San-San, Jarugula, Praneeth , Ide, Takafumi , Harnois, Melissa, Thorpe, Jerill , Koegel, Ashley, Wiesendanger, Margrit, Harnois, Melissa J. , Khanna, Dinesh , Majithia, Vikas , Bernstein, Elana J. , Mease, Philip J. , Simon, David , Schett, Georg , Gómez‐García, Ignacio , Mayes, Maureen D. , Desai, Alisha, Handy, Whitney, Ou, San‐San , Ide, Takafumi, Koegel, Ashley K., Wiesendanger, Margrit

Oral Communications | June 5, 2026 | Volume: No volume available | Issue: No issue available | Pages: A61-A63

10.1136/jsrd-2026-sswc.57 Get It

Healthcare Education Pathway Pilot Programs May Advance Institutional Diversity Efforts
Elkhatib, Wiaam, Fernandez, Valerie, Alcindor, Sarah E., Boniface, Michael, Dinkins, Maryane, Ladlie, Beth, Ausejo, David, Austin, Andrew, Elkhatib, Wiaam Y , Elkhatib, Wiaam , Boniface, Michael , Dinkins, Maryane, Ladlie, Beth L., Austin, Andrew

Journal of Allied Health | June 5, 2026 | Volume: 55 | Issue: 2 | Pages: 375-383

10.21091/jah.2026.02044 | PMID 42246748 Get It

Racial minorities remain underrepresented among allied health providers. Pathway programs address this gap by fostering career exposure and mentorship for underrepresented students. A pilot program was designed to increase underrepresented minority (URM) students entering health professions through career exploration and mentorship. High school students were enrolled into a pre-post survey study through a healthcare magnet school having higher proportions of economically disadvantaged students. Career exploration included healthcare presentations and skills sessions. Students were matched with mentors based on career interests. 22 students participated. The program facilitated career exploration sessions, mentor-mentee meetings, and workshops with diverse healthcare professionals. Participants reported increased likelihood towards pursuing healthcare careers. Preliminary findings suggest similar pilot pathway programs may increase URM student interest in healthcare careers.
(236) Multicenter Evaluation on the Use of Down-Sized Cylinders in Penile Prosthesis Surgery
Chawareb, E Abou, Lee, J, Campos, L, Hammad, M Moukhtar, Miller, J, Azad, B, Swerdloff, D, Osmonov, D, Sadeghi-Nejad, H, Burnett, A, Pearce, I, Lentz, A, Modgil, V, Warner, J N, Ziegelmann, M, Jr., A Suarez-Sarmiento, Perito, P, Simhan, J, Gross, M, Yafi, F A, Barham, D, Hammad, Muhammed , Azad, Babak Kazemzadeh , Swerdloff, Daniel , Sadeghi‐Nejad, Hossein , Burnett, Arthur L. “Bud” , Pearce, Ian , Lentz, A, Modgil, Vaibhav , Ziegelmann, Matthew , Suarez‐Sarmiento, Alfredo, Perito, P, Simhan, Jay , Barham, David W.

The Journal of Sexual Medicine | June 4, 2026 | Volume: 23 | Issue: Supplement_4 | Pages: No page available

10.1093/jsxmed/qdag118.217 Get It

Abstract Introduction Down-sized inflatable penile prosthesis (IPP) cylinders are used in challenging penile fibrosis scenarios, such as after priapism or prior implant infection. Their role in primary penile prosthesis surgery, however, is not well studied. Objective This study aims to identify factors associated with the use of down-sized cylinders in men undergoing primary IPP placement. Methods We conducted a multicenter, retrospective study on men undergoing primary IPP surgery, categorizing them into a down-sized cylinder group (AMS 700 CXR and Coloplast NB) and a standard cylinder group (AMS 700 CX, AMS 700 LGX, and Coloplast Titan). We collected demographic, intraoperative, and postoperative variables and performed a multivariable analysis. Results 4,389 men were included in the study with a mean age of 62.3±10.3 years. Overall, 1,485 (34%) men had diabetes, and 2,131 (49%) had hypertension. Down-sized cylinders were placed in 406 men (174 CXRs, 232 NBs), while standard cylinders were placed in 3,983. Multivariable analysis indicated that down-sized cylinders were more commonly used in men with diabetes (OR 2.6 [1.9, 3.7], p<0.001) and less frequently in men with hypertension (OR 0.5 [0.4, 0.7], p<0.001). A history of priapism did not significantly impact the use of down-sized cylinders (p≥0.152). Sequential dilation was performed more often with the use of down-sized cylinders (OR 4.0 [2.8, 5.7], p<0.001). Down-sized cylinders were associated with an increased rate of non-infectious complications (OR 1.9 [1.3, 2.9], p<0.001), however, there was no significant association with implant infection (OR 2.1 [0.9, 4.6], p=0.07). Non-infectious complications occurred in 44 (25%) men with down-sized cylinders. In the down-sized group, hematomas occurred in 10 (2.5%) men and wound-related complications occurred in 7 (1.7%) men (Table 1). Cylinder-related complications occurred in 7 (1.7%) men with down-sized cylinders. Device-related malfunctions were seen in 8 (2%) men. Conclusions This study demonstrates that down-sized cylinders are more frequently used in men with diabetes and surgeons should be prepared to place down-sized cylinders in these men. Prosthetic urologists are also more likely to use down-sized cylinders in men requiring sequential dilation likely due to fibrosis or more challenging dilations. Down-sized cylinders are associated with a low overall complication rate. Disclosure Any of the authors act as a consultant, employee or shareholder of an industry for: Intuitive Surgical, Fidelis, Urofill, Boston Scientific, Coloplast, Cynosure, Antares Pharma, Clarus Pharmaceuticals, Acerus Pharma; Endo Pharma.
(148) Irrigation With 0.05% Chlorhexidine Gluconate Associated with Hydrophilic Inflatable Penile Prosthesis Infection: A Large Multi-Institutional Cohort Study
Ivan, S, Chawareb, E Abou, Eftekharzadeh, S, Hammad, M Moukhtar, Campos, L, Bajic, P, Barham, D, Bernie, H, Chung, P, Helo, S, Köhler, T, Lentz, A, Morey, A, Perito, P, Sadeghi-Nejad, H, Shridharani, A, Welliver, C, Yafi, F A, Gross, M, Simhan, J, Hammad, Muhammed , Bajic, P, Barham, David W. , Helo, S, Köhler, Tobias , Lentz, A, Morey, Allen F. , Perito, P, Sadeghi‐Nejad, Hossein , Shridharani, Anand, Welliver, Charles , Simhan, Jay

The Journal of Sexual Medicine | June 4, 2026 | Volume: 23 | Issue: Supplement_4 | Pages: No page available

10.1093/jsxmed/qdag118.132 Get It

Abstract Introduction 0.05% Chlorhexidine Gluconate (CHG) has gained popularity as an irrigant and dip for inflatable penile prosthesis (IPP) surgery. Prior in vitro data is conflicting on the impact of CHG use with hydrophilic coated devices. Objective We sought to identify possible associations between CHG use and hydrophilic IPP infection rate. Methods We conducted a retrospective cohort study of 2,933 patients undergoing IPP implantation across 14 referral centers. Data collection spanned from January 1, 2017 to March 1, 2024. Each surgeon contributed patients who underwent IPP implantation with CHG used as an irrigant and/or dip as well as an equal number of consecutive control patients without CHG use. The primary outcome was IPP explant for postoperative infection. Univariable analysis was used to compare patient demographics, and logistic regression analysis was performed to assess factors associated with infection. Results Hydrophilic devices were implanted in 2,150 patients. Median follow-up for non-CHG patients was 13 months (IQR 18) and four months (IQR 9) for CHG patients. The incidence of infection with intraoperative CHG use was significantly higher compared to those without CHG use (4.6%, 46/1,001 vs. 2.1%, 24/1,148, p<0.001). On multivariable logistic regression analysis, intraoperative CHG use was associated with infection (OR 2.07, 95% CI 1.24-3.47, p=0.01). Additional variables associated with infection included immunosuppression, prior IPP infection, prior priapism, and revision surgery (p<0.01, Table). On subgroup analyses, the increased infection risk of CHG was most clear when CHG was used as both irrigation and dip (OR 2.03, 95% CI 1.19-3.46, p=0.01) and when CHG was used during revision surgery (OR 3.36, 95% CI 1.15-9.82, p=0.03). Conclusions In a large multi-institutional cohort, intraoperative CHG use was associated with an elevated incidence of hydrophilic IPP infection. Providers may take these findings into consideration when performing IPP surgery with hydrophilic devices, especially during revision surgery. Disclosure Any of the authors act as a consultant, employee or shareholder of an industry for: Intuitive Surgical, Fidelis, Urofill, Boston Scientific, Coloplast, Cynosure, Antares Pharma, Clarus Pharmaceuticals, Acerus Pharma; Endo Pharma
Incremental Prognostic Value of Subendocardial Myocardial Flow Reserve in Patients With Normal Perfusion
Lopez, Diana M. , Brown, Jenifer M. , Divakaran, Sanjay , Weber, Brittany , Hainer, Jon , Carre, Sylvain, Lemley, Mark , Ramirez, Giselle , Shanbhag, Aakash , Kavanagh, Paul, Liang, Joanna X. , Blankstein, Ron , Dorbala, S, Mason, Steve, Wopperer, Samuel , Rosamond, Thomas, Kwieciński, Jacek , Travin, Mark I. , Alexanderson, Erick, Packard, René R S, Feher, A, Sanghani, Rupa, deKemp, Robert A. , Berman, Daniel S. , Slomka, P J, Carli, Marcelo F. Di , Packard, René R. Sevag , Lopez, Diana M , Huck, Daniel , Weber, Brittany , Hainer, Jon , Lemley, Mark , Ramirez, Giselle , Shanbhag, Aakash , Kavanagh, Paul , Blankstein, Ron , Dorbala, Sharmila , Dey, Damini , Knight, Stacey , Le, Viet T , Wopperer, Samuel , Chareonthaitawee, Panithaya , Rosamond, Thomas L , Kwiecinski, Jacek , Miller, Robert J H , Slipczuk, Leandro , Carvajal-Juarez, Isabel , Packard, Rene R S , Al-Mallah, Mouaz H , Einstein, Andrew Jeffrey , Feher, Attila , Acampa, Wanda , Buechel, Ronny R , deKemp, Robert A , Berman, Daniel , Slomka, Piotr J , Di Carli, Marcelo F , Divakaran, Sanjay , Brown, Jenifer Michelle , Kavanagh, Paul , Dey, Damini , Knight, Stacey , Le, Viet T. , Mason, Steve, Chareonthaitawee, Panithaya , Miller, Robert J.H. , Slipczuk, Leandro , Alexanderson, Erick , Carvajal-Juarez, Isabel , Al‐Mallah, Mouaz H. , Sanghani, Rupa Mehta

Circulation | June 4, 2026 | Volume: 154 | Issue: 3 | Pages: 212-222

10.1161/circulationaha.125.078816 | PMID 42237914 Get It

BACKGROUND: Although the prognostic utility of positron emission tomography (PET) myocardial flow reserve (MFR) is well established, emerging data suggest that reduced subendocardial flows also predict adverse outcomes. However, the incremental value of subendocardial MFR (MFR SE ) beyond transmural MFR (MFR TM ) remains unclear. METHODS: We studied patients in a multicenter PET registry with normal perfusion on stress/rest Rb-82 PET, excluding those with a previous history of coronary artery bypass surgery, heart transplantation, or left ventricular ejection fraction <40%. The optimal MFR SE cutoff for predicting major adverse cardiovascular events (MACEs; death, myocardial infarction [MI], revascularization, or heart failure [HF] hospitalization) was determined using Youden’s index. Patients were stratified into 3 groups: concordant-normal (MFR TM ≥2.0; MFR SE ≥2.1), discordant (low-MFR SE , normal MFR TM ), and abnormal MFR TM . Clinical outcomes were compared by MFR groups. RESULTS: Among 6603 patients (normal N=4103; discordant N=885; abnormal N=1615) the mean age was 66.3±12.4 years, and 54% were women. Compared with the concordant-normal group, patients with discordant low-MFR SE were older and more likely to have hypertension, diabetes, peripheral artery disease, and previous percutaneous coronary intervention. The median MFR TM for normal, discordant, and abnormal groups were 2.86, 2.15, and 1.72, respectively. Over a median follow-up of 4.9 years, 1661 MACE events occurred. Discordant low-MFR SE patients had a higher risk of MACE (hazard ratio [HR], 1.41; 95% CI, 1.22–1.64) and all-cause mortality (HR, 1.36; 95% CI, 1.14–1.61) compared with concordant-normal patients. The discordant group had an intermediate absolute risk of MACE, with an adjusted annualized event rate of 5.79% (95% CI, 5.10–6.49) compared with 3.99% (95% CI, 3.67–4.30; P <0.001) in the concordant-normal group and 8.35% (95% CI, 7.71–9.00; P <0.001) in the abnormal MFR TM group. CONCLUSIONS: Subendocardial MFR reveals clinically meaningful risk heterogeneity among patients with preserved transmural flow reserve, helping refine risk stratification beyond traditional PET metrics.
EBUS ‐Guided Incidental Finding of Pulmonary Vein Thrombosis: A Case Report and Literature Review
Alqawasma, M, Yesilkaya, Y E, Rojas-Zapata, Tatiana A. , Murillo‐Torres, Regina, Lee-Mateus, A Yu, Vu, L, Fleissner, Zachary J., Husta, B C, Abia‐Trujillo, David , Fernandez-Bussy, S, Lee‐Mateus, Alejandra Yu , Vu, Linh H. , Alqawasma, Mohammed A., Yesilkaya, Yunus E, Yu Lee-Mateus, Alejandra , Vu, Linh H , Abia-Trujillo, David , Murillo‐Torres, Regina M.

Respirology Case Reports | June 4, 2026 | Volume: 14 | Issue: 6 | Pages: No page available

10.1002/rcr2.70612 | PMID 42369328 Get It

ABSTRACT Pulmonary vein thrombosis (PVT) is an uncommon but potentially fatal condition that is often underdiagnosed due to nonspecific clinical presentation. We report a case of a 47‐year‐old woman with a thrombus in the right inferior pulmonary vein incidentally found during a robotic‐assisted bronchoscopy biopsy (RAB) and endobronchial ultrasound (EBUS) performed for mediastinal evaluation and lymph node sampling. PVT was confirmed with computed tomography pulmonary angiography, and the patient was successfully treated with anticoagulation therapy. A review of the literature revealed that reports of PVT detected via EBUS are exceedingly rare and usually malignant in nature. To our knowledge, this is the first peer‐reviewed case report describing PVT identified incidentally during EBUS, underscoring the potential of this technique to reveal clinically significant vascular abnormalities.
Mi-VAD - A Novel Supra-Valvular Cardiac Assist System Transitioning From Apical Cannulation
Kushwaha, S, Verkaik, Josiah, Khalpey, Zain, Joyce, Lyle D., Joyce, David, Yacoub, Magdi H., Griffiths, Leigh, Arunachalam, S., Antaki, James, Arunachalam, S P , Verkaik, Josiah E., Khalpey, Zain, Yacoub, Magdi Habib , Arunachalam, Shivaram P.

2026 Design of Medical Devices Conference | June 4, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1115/dmd2026-1073 Get It

Abstract Heart failure (HF) is a major cause of hospitalization and mortality worldwide. Ventricular assist devices (VADs) represent an alternative to cardiac transplantation for advanced HF. The main FDA-approved VAD (HeartMate III, Abbott), while effective, requires major cardiac surgery to insert the inflow cannula into the cardiac apex, and is associated with numerous co-morbidities and re-hospitalizations related to continuous flow and an external drive line and power supply. Mi-VAD, Inc. aspires to improve outcomes and quality of life with a miniature, minimally invasive, pulsatile, transcutaneously-powered VAD that is implanted above the aortic valve and/or the pulmonary valve and offering a wide range of hemodynamic support suitable for both advanced-stage and less advanced HF. Through its unique placement, there is the potential for right ventricular and biventricular cardiac assist for patients with restrictive cardiomyopathy and HFpEF for whom current VAD therapy is ineffective. Mi-VAD, Inc. has achieved proof of concept with its prototype, providing pulsatile ECG gated cardiac assist up to 10L/minute. Following initial bench top performance testing and in vivo efficacy and safety studies future work will focus on the development of wireless charging capability and conducting GLP builds for verification, regulatory clearance and commercialization. Additional technical development will focus on AI-driven hemodynamic optimization using multimodal physiologic sensing towards patient-specific digital twin of the Mi-VAD platform.
Patterns of Progression and Clinical Outcomes After First Progression in Patients With Primary Plasma Cell Leukemia
Packard, D, Kumar, Shaji K., Dispenzieri, Angela, Kapoor, Prashant , Janda, Guneet , Hellou, Tamer , Dingli, David, Zanwar, Saurabh , Jevremovic, Dragan, Hayman, Suzanne R. , Abdallah, Nadine, Warsame, Rahma, Kourelis, Taxiarchis , Christenson, Lisa, Hobbs, Miriam, Fonder, A., Pak, Karen, Lee, Lee H. , Lin, Yi, Gertz, MA, Gonsalves, Wilson I., Packard, Daniel George , Packard, Daniel G , Leung, Nelson , Cook, Joselle M , Abdallah, Nadine H , Muchtar, E , Kourelis, Taxiarchis V, Go, Ronald S , Siddiqui, Mustaqeem A , Gertz, Morie A , Rajkumar, S Vincent , Kumar, Shaji , Dispenzieri, Angela , Buadi, Francis K. , Dingli, David , Jevremović, Dragan , Leung, Nelson , Cook, Joselle , Abdallah, Nadine , Binder, Moritz , Muchtar, Eli , Warsame, Rahma , Go, Ronald S. , Siddiqui, Mustaqeem , Christenson, Lisa, Hobbs, Miriam, Fonder, Amie , Lee, Lee H., Lin, Yi, Gertz, Morie A. , Rajkumar, S. Vincent , Gonsalves, Wilson I.

American Journal of Hematology | June 4, 2026 | Volume: 101 | Issue: 9 | Pages: 2157-2165

10.1002/ajh.70400 | PMID 42237452 Get It

ABSTRACT Primary plasma cell leukemia (pPCL) is a rare and aggressive plasma cell disorder with inferior outcomes compared with multiple myeloma (MM). However, studies describing outcomes after first progression and subsequent lines of therapy remain limited. We retrospectively analyzed 104 patients with pPCL who progressed after first‐line therapy treated at one comprehensive cancer center between 2006 and 2024. Clinical characteristics, treatments, time to next treatment (TTNT), and overall survival (OS) were assessed using Kaplan–Meier methods. All pPCL patients received novel agent–based induction. At the time of analysis, 63% had died; median OS was 39 months. High‐risk cytogenetics were present in 71%. The median TTNT after first‐line therapy was 10 months. Symptomatic progression occurred in 29% of patients and was associated with significantly inferior subsequent OS (13 vs. 34 months) compared with those experiencing asymptomatic biochemical progression. The TTNT progressively shortened with subsequent lines of therapy (3rd line: 6 months; 4th line: 4 months; 5th line: 3 months). Notable exceptions included pPCL patients with t (11;14) treated with anti‐BCL‐2‐based regimens, who achieved a median TTNT of 13 months. Additionally, 24 patients received anti‐BCMA CAR T‐cell therapy. With a median follow‐up of 21 months, their median TTNT was 32 months. pPCL is characterized by frequent disease progression and diminishing response duration with successive therapeutic lines. Symptomatic progression portends particularly poor outcomes. Anti‐BCL‐2‐based therapy in t (11;14) disease and anti‐BCMA CAR T‐cell therapy appear to provide more durable disease control and represent important advances for the management of progressed pPCL.
Predicting Treatment Response After Total Neoadjuvant Therapy for Locally Advanced Rectal Cancer
Varghese, Chris , Ng, Jyi Cheng , Sassun, Richard, Thiels, Cornelius, Salehinejad, Hojjat , Perry, William R. G., Mathis, Kellie L., Larson, D. W., Larson, David W. , Perry, William , Varghese, Chris , Larson, David W , Cheng, Jyi Ng , Perry, William R , Sassun, Richard , Thiels, Cornelius A. , Mathis, Kellie L.

Annals of Surgery | June 4, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1097/sla.0000000000007058 | PMID 42240534 Get It

Objective: To develop a predictive model for pathological complete response (pCR) after total neoadjuvant therapy (TNT) to inform selection for watch-and-wait (W/W). Summary Background Data: Patient selection for W/W after TNT for locally advanced rectal cancer remains challenging. Methods: An ensemble of tabular foundation models was fine-tuned in adults with clinical stage II or III microsatellite stable primary rectal adenocarcinoma undergoing TNT and total mesorectal excision (TNT+TME) from 2018-2023 to predict pCR, using pre-TNT, post-TNT and pre-TME variables. This model was externally validated on patients having TNT and W/W (TNT+W/W) to predict persistent clinical complete response (pcCR; the absence of local regrowth, distant metastases, or persistent near-cCR). Area under the receiver operator curve (AUROC), area under the precision-recall curve (AUPRC), and Brier score were calculated with 95% confidence intervals (CI). Results: Among 308 patients that underwent TNT+TME (median age 56; 40% female), the model predicted pCR with an AUROC 0.71 (95% CI 0.65-0.77), AUPRC 0.44 (95% CI 0.35-0.57), and was well calibrated with a Brier score of 0.17 (95% CI 0.15-0.20). At external validation in a cohort of 83 patients that are being managed with TNT+W/W (median age 57; 37% female), the model predicted pcCR with an AUROC 0.69 (95% CI 0.57-0.82), AUPRC 0.90 (95% CI 0.82-0.96), and Brier score of 0.30 (95% CI 0.26-0.33), improving to 0.17 with recalibration. Conclusions: This novel predictive model demonstrated good discrimination and calibration for pCR after TNT+TME with utility in TNT+W/W for pcCR after appropriate recalibration, supporting its application for W/W patient selection.