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Basic: A Bayesian Adaptive Synthetic-Control Design For Phase Ii Clinical Trials, Liyun Jiang, Peter F Thall, Fangrong Yan, Scott Kopetz, Ying Yuan 2023 The Texas Medical Center Library

Basic: A Bayesian Adaptive Synthetic-Control Design For Phase Ii Clinical Trials, Liyun Jiang, Peter F Thall, Fangrong Yan, Scott Kopetz, Ying Yuan

Faculty, Staff and Student Publications

Background: Randomized controlled trials are considered the gold standard for evaluating experimental treatments but often require large sample sizes. Single-arm trials require smaller sample sizes but are subject to bias when using historical control data for comparative inferences. This article presents a Bayesian adaptive synthetic-control design that exploits historical control data to create a hybrid of a single-arm trial and a randomized controlled trial.

Methods: The Bayesian adaptive synthetic control design has two stages. In stage 1, a prespecified number of patients are enrolled in a single arm given the experimental treatment. Based on the stage 1 data, applying propensity …


Cancer Germline Predisposing Variants And Late Mortality From Subsequent Malignant Neoplasms Among Long-Term Childhood Cancer Survivors: A Report From The St Jude Lifetime Cohort And The Childhood Cancer Survivor Study, Cheng Chen, Na Qin, Mingjuan Wang, Qian Dong, Saima Sultana Tithi, Yawei Hui, Wenan Chen, Gang Wu, Dennis Kennetz, Michael N Edmonson, Michael C Rusch, Andrew Thrasher, John Easton, Heather L Mulder, Nan Song, Noel-Marie Plonski, Kyla Shelton, Cindy Im, Matthew J Ehrhardt, Kim E Nichols, Wendy M Leisenring, Kayla L Stratton, Rebecca Howell, Yutaka Yasui, Smita Bhatia, Gregory T Armstrong, Kirsten K Ness, Melissa M Hudson, Jinghui Zhang, Hui Wang, Deo Kumar Srivastava, Leslie L Robison, Zhaoming Wang 2023 The Texas Medical Center Library

Cancer Germline Predisposing Variants And Late Mortality From Subsequent Malignant Neoplasms Among Long-Term Childhood Cancer Survivors: A Report From The St Jude Lifetime Cohort And The Childhood Cancer Survivor Study, Cheng Chen, Na Qin, Mingjuan Wang, Qian Dong, Saima Sultana Tithi, Yawei Hui, Wenan Chen, Gang Wu, Dennis Kennetz, Michael N Edmonson, Michael C Rusch, Andrew Thrasher, John Easton, Heather L Mulder, Nan Song, Noel-Marie Plonski, Kyla Shelton, Cindy Im, Matthew J Ehrhardt, Kim E Nichols, Wendy M Leisenring, Kayla L Stratton, Rebecca Howell, Yutaka Yasui, Smita Bhatia, Gregory T Armstrong, Kirsten K Ness, Melissa M Hudson, Jinghui Zhang, Hui Wang, Deo Kumar Srivastava, Leslie L Robison, Zhaoming Wang

Faculty, Staff and Student Publications

Background: Carriers of cancer predisposing variants are at an increased risk of developing subsequent malignant neoplasms among those who have survived childhood cancer. We aimed to investigate whether cancer predisposing variants contribute to the risk of subsequent malignant neoplasm-related late mortality (5 years or more after diagnosis).

Methods: In this analysis, data were included from two retrospective cohort studies, St Jude Lifetime Cohort (SJLIFE) and the Childhood Cancer Survivor Study (CCSS), with prospective follow-up of patients who were alive for at least 5 years after diagnosis with childhood cancer (ie, long-term childhood cancer survivors) with corresponding germline whole genome or …


Trends In Radiation Dose To The Contralateral Breast During Breast Cancer Radiation Therapy, Gordon P Watt, Susan A Smith, Rebecca M Howell, Angélica Pérez-Andújar, Ann S Reiner, Laura Cerviño, Beryl McCormick, Daniela Hess, Julia A Knight, Kathleen E Malone, Esther M John, Leslie Bernstein, Charles F Lynch, Lene Mellemkjær, Roy E Shore, Xiaolin Liang, Meghan Woods, John D Boice, Lawrence T Dauer, Jonine L Bernstein 2023 The Texas Medical Center Library

Trends In Radiation Dose To The Contralateral Breast During Breast Cancer Radiation Therapy, Gordon P Watt, Susan A Smith, Rebecca M Howell, Angélica Pérez-Andújar, Ann S Reiner, Laura Cerviño, Beryl Mccormick, Daniela Hess, Julia A Knight, Kathleen E Malone, Esther M John, Leslie Bernstein, Charles F Lynch, Lene Mellemkjær, Roy E Shore, Xiaolin Liang, Meghan Woods, John D Boice, Lawrence T Dauer, Jonine L Bernstein

Faculty, Staff and Student Publications

Over 4 million survivors of breast cancer live in the United States, 35% of whom were treated before 2009. Approximately half of patients with breast cancer receive radiation therapy, which exposes the untreated contralateral breast to radiation and increases the risk of a subsequent contralateral breast cancer (CBC). Radiation oncology has strived to reduce unwanted radiation dose, but it is unknown whether a corresponding decline in actual dose received to the untreated contralateral breast has occurred. The purpose of this study was to evaluate trends in unwanted contralateral breast radiation dose to inform risk assessment of second primary cancer in …


Risk Factors For Overweight And Obesity After Childhood Acute Lymphoblastic Leukemia In North America And Switzerland: A Comparison Of Two Cohort Studies, Fabiën N Belle, Christina Schindera, Marc Ansari, Gregory T Armstrong, Maja Beck-Popovic, Rebecca Howell, Wendy M Leisenring, Lillian R Meacham, Jochen Rössler, Ben D Spycher, Emily Tonorezos, Nicolas X von der Weid, Yutaka Yasui, Kevin C Oeffinger, Claudia E Kuehni 2023 The Texas Medical Center Library

Risk Factors For Overweight And Obesity After Childhood Acute Lymphoblastic Leukemia In North America And Switzerland: A Comparison Of Two Cohort Studies, Fabiën N Belle, Christina Schindera, Marc Ansari, Gregory T Armstrong, Maja Beck-Popovic, Rebecca Howell, Wendy M Leisenring, Lillian R Meacham, Jochen Rössler, Ben D Spycher, Emily Tonorezos, Nicolas X Von Der Weid, Yutaka Yasui, Kevin C Oeffinger, Claudia E Kuehni

Faculty, Staff and Student Publications

Background: After childhood acute lymphoblastic leukemia (ALL), sequelae include overweight and obesity, yet with conflicting evidence. We compared the prevalence of overweight and obesity between ≥5-year ALL survivors from the North American Childhood Cancer Survivor Study (CCSS) and the Swiss Childhood Cancer Survivor Study (SCCSS) and described risk factors.

Methods: We included adult childhood ALL survivors diagnosed between 1976 and 1999. We matched CCSS participants (3:1) to SCCSS participants by sex and attained age. We calculated body mass index (BMI) from self-reported height and weight for 1287 CCSS and 429 SCCSS participants; we then compared those with siblings (2034) in …


Suspected Bronchiectasis And Mortality In Adults With A History Of Smoking Who Have Normal And Impaired Lung Function : A Cohort Study, Alejandro A Diaz, Wei Wang, Jose L Orejas, Rim Elalami, Wojciech R Dolliver, Pietro Nardelli, Ruben San José Estépar, Bina Choi, Carrie L Pistenmaa, James C Ross, Diego J Maselli, Andrew Yen, Kendra A Young, Gregory L Kinney, Michael H Cho, Raul San José Estépar 2023 The Texas Medical Center Library

Suspected Bronchiectasis And Mortality In Adults With A History Of Smoking Who Have Normal And Impaired Lung Function : A Cohort Study, Alejandro A Diaz, Wei Wang, Jose L Orejas, Rim Elalami, Wojciech R Dolliver, Pietro Nardelli, Ruben San José Estépar, Bina Choi, Carrie L Pistenmaa, James C Ross, Diego J Maselli, Andrew Yen, Kendra A Young, Gregory L Kinney, Michael H Cho, Raul San José Estépar

Faculty, Staff and Student Publications

Background: Bronchiectasis in adults with chronic obstructive pulmonary disease (COPD) is associated with greater mortality. However, whether suspected bronchiectasis-defined as incidental bronchiectasis on computed tomography (CT) images plus clinical manifestation-is associated with increased mortality in adults with a history of smoking with normal spirometry and preserved ratio impaired spirometry (PRISm) is unknown.

Objective: To determine the association between suspected bronchiectasis and mortality in adults with normal spirometry, PRISm, and obstructive spirometry.

Design: Prospective, observational cohort.

Setting: The COPDGene (Genetic Epidemiology of Chronic Obstructive Pulmonary Disease) study.

Participants: 7662 non-Hispanic Black or White adults, aged 45 to 80 years, with 10 …


Joint Vestibular Schwannoma Enlargement Prediction And Segmentation Using A Deep Multi-Task Model, Kai Wang, Nicholas A George-Jones, Liyuan Chen, Jacob B Hunter, Jing Wang 2023 The Texas Medical Center Library

Joint Vestibular Schwannoma Enlargement Prediction And Segmentation Using A Deep Multi-Task Model, Kai Wang, Nicholas A George-Jones, Liyuan Chen, Jacob B Hunter, Jing Wang

Faculty, Staff and Student Publications

Objective: To develop a deep-learning-based multi-task (DMT) model for joint tumor enlargement prediction (TEP) and automatic tumor segmentation (TS) for vestibular schwannoma (VS) patients using their initial diagnostic contrast-enhanced T1-weighted (ceT1) magnetic resonance images (MRIs).

Methods: Initial ceT1 MRIs for VS patients meeting the inclusion/exclusion criteria of this study were retrospectively collected. VSs on the initial MRIs and their first follow-up scans were manually contoured. Tumor volume and enlargement ratio were measured based on expert contours. A DMT model was constructed for jointly TS and TEP. The manually segmented VS volume on the initial scan and the tumor enlargement label …


Clinical And Biological Significance Of Circulating Mirnas In Chronic Pancreatitis Patients Undergoing Total Pancreatectomy With Islet Autotransplantation, Srividya Vasu, Giovanna Saracino, Carly M Darden, Kenjiro Kumano, Yang Liu, Michael C Lawrence, Bashoo Naziruddin 2023 The Texas Medical Center Library

Clinical And Biological Significance Of Circulating Mirnas In Chronic Pancreatitis Patients Undergoing Total Pancreatectomy With Islet Autotransplantation, Srividya Vasu, Giovanna Saracino, Carly M Darden, Kenjiro Kumano, Yang Liu, Michael C Lawrence, Bashoo Naziruddin

Faculty, Staff and Student Publications

Background: Specific microRNAs (miRNAs) were elevated in chronic pancreatitis (CP) patients during islet infusion after total pancreatectomy (TPIAT). We aimed to identify circulating miRNA signatures of pancreatic damage, predict miRNA-mRNA networks to identify potential links to CP pathogenesis and identify islet isolation and transplantation functional outcomes.

Methods: Small RNA sequencing was performed to identify distinct circulating miRNA signatures in CP. Plasma miRNAs were measured using miRCURY LNA SYBR green quantitative real-time polymerase chain reaction assays. Correlation analyses were performed using R software. The miRNA target and disease interactions were determined using miRNet and the miRNA enrichment and annotation tool.

Results: …


Correspondence On "Points To Consider In The Practice Of Postmortem Genetic Testing: A Statement Of The American College Of Medical Genetics And Genomics (Acmg)" By Deignan, Et Al, Fowzan S Alkuraya, Kathryn J Gray, Siddharth K Prakash, Monica H Wojcik, Angela E Lin 2023 The Texas Medical Center Library

Correspondence On "Points To Consider In The Practice Of Postmortem Genetic Testing: A Statement Of The American College Of Medical Genetics And Genomics (Acmg)" By Deignan, Et Al, Fowzan S Alkuraya, Kathryn J Gray, Siddharth K Prakash, Monica H Wojcik, Angela E Lin

Faculty, Staff and Student Publications

No abstract provided.


Single-Cell Dissection Of Tumor Microenvironmental Response And Resistance To Cancer Therapy, Yikai Luo, Han Liang 2023 The Texas Medical Center Library

Single-Cell Dissection Of Tumor Microenvironmental Response And Resistance To Cancer Therapy, Yikai Luo, Han Liang

Faculty, Staff and Student Publications

Cancer treatment strategies have evolved significantly over the years, with chemotherapy, targeted therapy, and immunotherapy as major pillars. Each modality leads to unique treatment outcomes by interacting with the tumor microenvironment (TME), which imposes a fundamental selective pressure on cancer progression. The advent of single-cell profiling technologies has revolutionized our understanding of the intricate and heterogeneous nature of the TME at an unprecedented resolution. This review delves into the commonalities and differential manifestations of how cancer therapies reshape the microenvironment in diverse cancer types. We highlight how groundbreaking immune checkpoint blockade (ICB) strategies alone or in combination with tumor-targeting treatments …


Emerging Therapeutics And Evolving Assessment Criteria For Intracranial Metastases In Patients With Oncogene-Driven Non-Small-Cell Lung Cancer, Kelsey Pan, Kyle Concannon, Jing Li, Jianjun Zhang, John V Heymach, Xiuning Le 2023 The Texas Medical Center Library

Emerging Therapeutics And Evolving Assessment Criteria For Intracranial Metastases In Patients With Oncogene-Driven Non-Small-Cell Lung Cancer, Kelsey Pan, Kyle Concannon, Jing Li, Jianjun Zhang, John V Heymach, Xiuning Le

Faculty, Staff and Student Publications

The improved survival outcomes of patients with non-small-cell lung cancer (NSCLC), largely owing to the improved control of systemic disease provided by immune-checkpoint inhibitors and novel targeted therapies, have highlighted the challenges posed by central nervous system (CNS) metastases as a devastating yet common complication, with up to 50% of patients developing such lesions during the course of the disease. Early-generation tyrosine-kinase inhibitors (TKIs) often provide robust systemic disease control in patients with oncogene-driven NSCLCs, although these agents are usually unable to accumulate to therapeutically relevant concentrations in the CNS owing to an inability to cross the blood-brain barrier. However, …


Dietary Intake And Quality Among Stroke Survivors: Nhanes 1999-2018, Erika R Zoellner, Mindy A Patterson, Anjail Z Sharrief, Sean I Savitz, Wesley J Tucker, Derek C Miketinas 2023 The Texas Medical Center Library

Dietary Intake And Quality Among Stroke Survivors: Nhanes 1999-2018, Erika R Zoellner, Mindy A Patterson, Anjail Z Sharrief, Sean I Savitz, Wesley J Tucker, Derek C Miketinas

Faculty, Staff and Student Publications

Background: Nutrition is an important modifiable risk factor for prevention and treatment of stroke. However, examination of nutrient intake and diet quality in stroke survivors is limited.

Objectives: The aim of the study was to estimate usual nutrient intake and diet quality in US adults with and without a history of self-reported stroke.

Methods: Using US National Health and Nutrition Examination Survey (NHANES) 1999-2018, we analyzed demographics, health history, and dietary intake data in 1626 individuals with a history of stroke matched for age, gender, and survey cycle to respective controls (n=1621) with no history of stroke. A minimum of …


Advances In Vaccine Development For Cancer Prevention And Treatment In Lynch Syndrome, Ana M Bolivar, Fahriye Duzagac, Krishna M Sinha, Eduardo Vilar 2023 The Texas Medical Center Library

Advances In Vaccine Development For Cancer Prevention And Treatment In Lynch Syndrome, Ana M Bolivar, Fahriye Duzagac, Krishna M Sinha, Eduardo Vilar

Faculty, Staff and Student Publications

Lynch Syndrome (LS) is one of the most common hereditary cancer syndromes, and is caused by mutations in one of the four DNA mismatch repair (MMR) genes, namely MLH1, MSH2, MSH6 and PMS2. Tumors developed by LS carriers display high levels of microsatellite instability, which leads to the accumulation of large numbers of mutations, among which frameshift insertion/deletions (indels) within microsatellite (MS) loci are the most common. As a result, MMR-deficient (MMRd) cells generate increased rates of tumor-specific neoantigens (neoAgs) that can be recognized by the immune system to activate cancer cell killing. In this context, LS is an ideal …


Correction: Sepsis Exacerbates Alzheimer’S Disease Pathophysiology, Modulates The Gut Microbiome, Increases Neuroinflammation And Amyloid Burden, Vijayasree V Giridharan, Celso S G Catumbela, Carlos Henrique R Catalão, Juneyoung Lee, Bhanu P Ganesh, Fabricia Petronilho, Felipe Dal-Pizzol, Rodrigo Morales, Tatiana Barichello 2023 The Texas Medical Center Library

Correction: Sepsis Exacerbates Alzheimer’S Disease Pathophysiology, Modulates The Gut Microbiome, Increases Neuroinflammation And Amyloid Burden, Vijayasree V Giridharan, Celso S G Catumbela, Carlos Henrique R Catalão, Juneyoung Lee, Bhanu P Ganesh, Fabricia Petronilho, Felipe Dal-Pizzol, Rodrigo Morales, Tatiana Barichello

Faculty, Staff and Student Publications

No abstract provided.


Web-Grading-A Tool To Test Personal Grading Of Renal And Prostate Cancer, Glen Kristiansen, Matthias Schmid, Lars Egevad, Hemamali Samaratunga, Murali Varma, Kaan Inam, Hans-Jürgen Thiesen, Brett Delahunt, Yulin Dai 2023 The Texas Medical Center Library

Web-Grading-A Tool To Test Personal Grading Of Renal And Prostate Cancer, Glen Kristiansen, Matthias Schmid, Lars Egevad, Hemamali Samaratunga, Murali Varma, Kaan Inam, Hans-Jürgen Thiesen, Brett Delahunt, Yulin Dai

Faculty, Staff and Student Publications

Only a few pathologists have the opportunity to verify their personal grading through objective assessment. This study introduces a web-based grading platform to facilitate and validate the grading of renal cell carcinoma and prostate cancer. Two representative images of two clinically annotated cohorts of 100 cases each of prostate and renal cell carcinoma were used. Each participant was asked to grade a tumor series utilizing a three tiered grading system. Finally, a Kaplan-Meier curve was drawn, and the log-rank test was used for statistical testing of the p-value. The grading of 22 participants (68%) achieved prognostic significance. Further analysis highlighted …


The Concise Guide To Pharmacology 2023/24: Enzymes, Stephen P H Alexander, Doriano Fabbro, Eamonn Kelly, Alistair A Mathie, John A Peters, Emma L Veale, Jane F Armstrong, Elena Faccenda, Simon D Harding, Jamie A Davies, Stephanie Annett, Detlev Boison, Kathryn Elisa Burns, Carmen Dessauer, Jurg Gertsch, Nuala Ann Helsby, Angelo A Izzo, Rennolds Ostrom, Andreas Papapetropoulos, Nigel J Pyne, Susan Pyne, Tracy Robson, Roland Seifert, Johannes-Peter Stasch, Csaba Szabo, Mario van der Stelt, Albert van der Vliet, Val Watts, Szu Shen Wong 2023 The Texas Medical Center Library

The Concise Guide To Pharmacology 2023/24: Enzymes, Stephen P H Alexander, Doriano Fabbro, Eamonn Kelly, Alistair A Mathie, John A Peters, Emma L Veale, Jane F Armstrong, Elena Faccenda, Simon D Harding, Jamie A Davies, Stephanie Annett, Detlev Boison, Kathryn Elisa Burns, Carmen Dessauer, Jurg Gertsch, Nuala Ann Helsby, Angelo A Izzo, Rennolds Ostrom, Andreas Papapetropoulos, Nigel J Pyne, Susan Pyne, Tracy Robson, Roland Seifert, Johannes-Peter Stasch, Csaba Szabo, Mario Van Der Stelt, Albert Van Der Vliet, Val Watts, Szu Shen Wong

Faculty, Staff and Student Publications

The Concise Guide to PHARMACOLOGY 2023/24 is the sixth in this series of biennial publications. The Concise Guide provides concise overviews, mostly in tabular format, of the key properties of approximately 1800 drug targets, and about 6000 interactions with about 3900 ligands. There is an emphasis on selective pharmacology (where available), plus links to the open access knowledgebase source of drug targets and their ligands (www.guidetopharmacology.org), which provides more detailed views of target and ligand properties. Although the Concise Guide constitutes almost 500 pages, the material presented is substantially reduced compared to information and links presented on the website. It …


Kras G12c In Advanced Nsclc: Prevalence, Co-Mutations, And Testing, Tony Kiat Hon Lim, Ferdinandos Skoulidis, Keith M Kerr, Myung-Ju Ahn, Joshua R Kapp, Fernando A Soares, Yasushi Yatabe 2023 The Texas Medical Center Library

Kras G12c In Advanced Nsclc: Prevalence, Co-Mutations, And Testing, Tony Kiat Hon Lim, Ferdinandos Skoulidis, Keith M Kerr, Myung-Ju Ahn, Joshua R Kapp, Fernando A Soares, Yasushi Yatabe

Faculty, Staff and Student Publications

KRAS is the most commonly mutated oncogene in advanced, non-squamous, non-small cell lung cancer (NSCLC) in Western countries. Of the various KRAS mutants, KRAS G12C is the most common variant (~40%), representing 10-13% of advanced non-squamous NSCLC. Recent regulatory approvals of the KRASG12C-selective inhibitors sotorasib and adagrasib for patients with advanced or metastatic NSCLC harboring KRASG12C have transformed KRAS into a druggable target. In this review, we explore the evolving role of KRAS from a prognostic to a predictive biomarker in advanced NSCLC, discussing KRAS G12C biology, real-world prevalence, clinical relevance of co-mutations, and approaches to molecular testing. Real-world evidence …


Bayesian Approach For Design And Analysis Of Medical Device Trials In The Era Of Modern Clinical Studies, Han Cao, Chen Yao, Ying Yuan 2023 The Texas Medical Center Library

Bayesian Approach For Design And Analysis Of Medical Device Trials In The Era Of Modern Clinical Studies, Han Cao, Chen Yao, Ying Yuan

Faculty, Staff and Student Publications

Medical device technology develops rapidly, and the life cycle of a medical device is much shorter than drugs. It is necessary to evaluate the safety and effectiveness of a medical device in a timely manner to keep up with technology flux. Bayesian methods provides an efficient approach to addressing this challenge. In this article, we review the characteristics of the Bayesian approach and some Bayesian designs that were commonly used in medical device regulatory setting, including Bayesian adaptive design, Bayesian diagnostic design, Bayesian multiregional design, and Bayesian label expansion study. We illustrate these designs with medical devices approved by the …


Lurbinectedin In Patients With Pretreated Endometrial Cancer: Results From A Phase 2 Basket Clinical Trial And Exploratory Translational Study, Rebecca Kristeleit, Alexandra Leary, Jean Pierre Delord, Victor Moreno, Ana Oaknin, Daniel Castellano, Geoffrey I Shappiro, Cristian Fernández, Carmen Kahatt, Vicente Alfaro, Mariano Siguero, Daniel Rueda, Ali Zeaiter, Ahmad Awada, Ana Santaballa, Khalil Zaman, Jalid Sehouli, Vivek Subbiah 2023 The Texas Medical Center Library

Lurbinectedin In Patients With Pretreated Endometrial Cancer: Results From A Phase 2 Basket Clinical Trial And Exploratory Translational Study, Rebecca Kristeleit, Alexandra Leary, Jean Pierre Delord, Victor Moreno, Ana Oaknin, Daniel Castellano, Geoffrey I Shappiro, Cristian Fernández, Carmen Kahatt, Vicente Alfaro, Mariano Siguero, Daniel Rueda, Ali Zeaiter, Ahmad Awada, Ana Santaballa, Khalil Zaman, Jalid Sehouli, Vivek Subbiah

Faculty, Staff and Student Publications

Second-line treatment of endometrial cancer is an unmet medical need. Lurbinectedin showed promising antitumor activity in a phase I study in combination with doxorubicin in advanced endometrial cancer. This phase 2 Basket trial evaluated lurbinectedin 3.2 mg/m2 1-h intravenous infusion every 3 weeks in a cohort of 73 patients with pretreated endometrial cancer. The primary endpoint was overall response rate (ORR) according to RECIST v1.1. Secondary endpoints included duration of response (DoR), progression-free survival (PFS), overall survival (OS), safety and an exploratory translational study. Confirmed complete (CR) and partial response (PR) was reported in two and six patients, respectively (ORR …


Dimensionality Reduction For Improving Out-Of-Distribution Detection In Medical Image Segmentation, McKell Woodland, Nihil Patel, Mais Al Taie, Joshua P Yung, Tucker J Netherton, Ankit B Patel, Kristy K Brock 2023 The Texas Medical Center Library

Dimensionality Reduction For Improving Out-Of-Distribution Detection In Medical Image Segmentation, Mckell Woodland, Nihil Patel, Mais Al Taie, Joshua P Yung, Tucker J Netherton, Ankit B Patel, Kristy K Brock

Faculty, Staff and Student Publications

Clinically-deployed deep learning-based segmentation models are known to fail on data outside of their training distributions. While clinicians review the segmentations, these models do tend to perform well in most instances, which could exacerbate automation bias. Therefore, it is critical to detect out-of-distribution images at inference to warn the clinicians that the model likely failed. This work applies the Mahalanobis distance post hoc to the bottleneck features of a Swin UNETR model that segments the liver on T1-weighted magnetic resonance imaging. By reducing the dimensions of the bottleneck features with principal component analysis, images the model failed on were detected …


International Association For The Study Of Lung Cancer Study Of Reproducibility In Assessment Of Pathologic Response In Resected Lung Cancers After Neoadjuvant Therapy, Sanja Dacic, William Travis, Mary Redman, Anjali Saqi, Wendy A Cooper, Alain Borczuk, Jin-Haeng Chung, Carolyn Glass, Javier Martin Lopez, Anja C Roden, Lynette Sholl, Annikka Weissferdt, Juan Posadas, Angela Walker, Hu Zhu, Manuja T Wijeratne, Casey Connolly, Murry Wynes, Neus Bota-Rabassedas, Beatriz Sanchez-Espiridion, J Jack Lee, Sabina Berezowska, Teh-Ying Chou, Keith Kerr, Andrew Nicholson, Claudia Poleri, Kurt A Schalper, Ming-Sound Tsao, David P Carbone, Neal Ready, Tina Cascone, John Heymach, Boris Sepesi, Catherine Shu, Naiyer Rizvi, Josuha Sonett, Nasser Altorki, Mariano Provencio, Paul A Bunn, Mark G Kris, Chandra P Belani, Karen Kelly, Ignacio Wistuba 2023 The Texas Medical Center Library

International Association For The Study Of Lung Cancer Study Of Reproducibility In Assessment Of Pathologic Response In Resected Lung Cancers After Neoadjuvant Therapy, Sanja Dacic, William Travis, Mary Redman, Anjali Saqi, Wendy A Cooper, Alain Borczuk, Jin-Haeng Chung, Carolyn Glass, Javier Martin Lopez, Anja C Roden, Lynette Sholl, Annikka Weissferdt, Juan Posadas, Angela Walker, Hu Zhu, Manuja T Wijeratne, Casey Connolly, Murry Wynes, Neus Bota-Rabassedas, Beatriz Sanchez-Espiridion, J Jack Lee, Sabina Berezowska, Teh-Ying Chou, Keith Kerr, Andrew Nicholson, Claudia Poleri, Kurt A Schalper, Ming-Sound Tsao, David P Carbone, Neal Ready, Tina Cascone, John Heymach, Boris Sepesi, Catherine Shu, Naiyer Rizvi, Josuha Sonett, Nasser Altorki, Mariano Provencio, Paul A Bunn, Mark G Kris, Chandra P Belani, Karen Kelly, Ignacio Wistuba

Faculty, Staff and Student Publications

Introduction: Pathologic response has been proposed as an early clinical trial end point of survival after neoadjuvant treatment in clinical trials of NSCLC. The International Association for the Study of Lung Cancer (IASLC) published recommendations for pathologic evaluation of resected lung cancers after neoadjuvant therapy. The aim of this study was to assess pathologic response interobserver reproducibility using IASLC criteria.

Methods: An international panel of 11 pulmonary pathologists reviewed hematoxylin and eosin-stained slides from the lung tumors of resected NSCLC from 84 patients who received neoadjuvant immune checkpoint inhibitors in six clinical trials. Pathologic response was assessed for percent viable …


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