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Cord Blood-Derived Invariant Natural Killer T Cells As A Platform For Allogeneic Chimeric Antigen Receptor Cell Therapy, Maison Grefe 2024 The University of Texas MD Anderson Cancer Center Graduate School of Biomedical Sciences

Cord Blood-Derived Invariant Natural Killer T Cells As A Platform For Allogeneic Chimeric Antigen Receptor Cell Therapy, Maison Grefe

Dissertations and Theses (Open Access)

Chimeric antigen receptor (CAR) T cells have revolutionized the treatment of hematopoietic malignancies achieving >50% complete response rates in numerous refractory/relapsed B cell malignancies. However, there are challenges that hinder CAR-T efficacy and bar the broader use of this therapy in patients. One approach to address these challenges is to create a safe allogeneic CAR cell product by using cells that do not cause graft versus host disease (GvHD). Invariant natural killer T (iNKT) cells are an ideal candidate as they are restricted to the monomorphic CD1d protein in contrast to HLA restricted αβ-T cells and therefore are safe in …


Jak2v617f Reversible Activation Shows Its Essential Requirement In Myeloproliferative Neoplasms, Andrew J Dunbar, Robert L Bowman, Young C Park, Kavi O'Connor, Franco Izzo, Robert M Myers, Abdul Karzai, Zachary Zaroogian, Won Jun Kim, Inés Fernández-Maestre, Michael R Waarts, Abbas Nazir, Wenbin Xiao, Tamara Codilupi, Max Brodsky, Mirko Farina, Louise Cai, Sheng F Cai, Benjamin Wang, Wenbin An, Julie L Yang, Shoron Mowla, Shira E Eisman, Amritha Varshini Hanasoge Somasundara, Jacob L Glass, Tanmay Mishra, Remie Houston, Emily Guzzardi, Anthony R Martinez Benitez, Aaron D Viny, Richard P Koche, Sara C Meyer, Dan A Landau, Ross L Levine 2024 The Texas Medical Center Library

Jak2v617f Reversible Activation Shows Its Essential Requirement In Myeloproliferative Neoplasms, Andrew J Dunbar, Robert L Bowman, Young C Park, Kavi O'Connor, Franco Izzo, Robert M Myers, Abdul Karzai, Zachary Zaroogian, Won Jun Kim, Inés Fernández-Maestre, Michael R Waarts, Abbas Nazir, Wenbin Xiao, Tamara Codilupi, Max Brodsky, Mirko Farina, Louise Cai, Sheng F Cai, Benjamin Wang, Wenbin An, Julie L Yang, Shoron Mowla, Shira E Eisman, Amritha Varshini Hanasoge Somasundara, Jacob L Glass, Tanmay Mishra, Remie Houston, Emily Guzzardi, Anthony R Martinez Benitez, Aaron D Viny, Richard P Koche, Sara C Meyer, Dan A Landau, Ross L Levine

Faculty, Staff and Student Publications

Gain-of-function mutations activating JAK/STAT signaling are seen in the majority of patients with myeloproliferative neoplasms (MPN), most commonly JAK2V617F. Although clinically approved JAK inhibitors improve symptoms and outcomes in MPNs, remissions are rare, and mutant allele burden does not substantively change with chronic therapy. We hypothesized this is due to limitations of current JAK inhibitors to potently and specifically abrogate mutant JAK2 signaling. We therefore developed a conditionally inducible mouse model allowing for sequential activation, and then inactivation, of Jak2V617F from its endogenous locus using a combined Dre-rox/Cre-lox dual-recombinase system. Jak2V617F deletion abrogates MPN features, induces depletion of mutant-specific hematopoietic …


Venous Thrombosis Associated With Pancreatic Cancer, Vlad Buică, Camelia Diaconu, Octavian Andronic 2024 Carol Davila University of Medicine and Pharmacy, Faculty of General Medicine, Bucharest, Romania

Venous Thrombosis Associated With Pancreatic Cancer, Vlad Buică, Camelia Diaconu, Octavian Andronic

Journal of Mind and Medical Sciences

Introduction. Cancer-associated thrombosis is a significant prognostic marker in pancreatic neoplasia, with a venous thromboembolism incidence of 17-34%. This study focuses on cancer-associated thrombosis risk factors, screening scores, and treatment options. Materials and Methods. Comprehensive database searches were conducted across Web of Science, PubMed, Reaxys, ScienceDirect, and Scopus. Results. Of the 37 articles reviewed, findings include splanchnic vein thrombosis correlating with pancreatic complications and survival rates. Gender differences in cancer-associated thrombosis risk were inconclusive, while African Americans showed a higher incidence of pulmonary embolism. Various cancer-associated thrombosis staging scores were evaluated, with ONKOTEV score outperforming Khorana. Direct oral anticoagulants were …


Colon Cancer Metastasis To Spermatic Cord Presenting As An Inguinal Hernia, Jessica G. Laenger, Eamon FF Rooney, Patrick F. Dial, Candie T. Le, Sanda A. Tan 2024 Florida State University College of Medicine

Colon Cancer Metastasis To Spermatic Cord Presenting As An Inguinal Hernia, Jessica G. Laenger, Eamon Ff Rooney, Patrick F. Dial, Candie T. Le, Sanda A. Tan

HCA Healthcare Journal of Medicine

Introduction

Inguinal hernias are very common. Their pathology and treatment are typically strait forward. Metastatic cancer can sometimes present as an inguinal hernia, but this presentation is often local metastasis.

Case Presentation

Herein we describe the case of a 68-year-old man who presented with a 2-month history of an inguinal hernia. Intraoperatively, the hernia sac was found to contain a mass attached to the spermatic cord, which was later determined to be a metastatic lesion from a locally advanced proximal transverse colon adenocarcinoma.

Conclusion

A spermatic cord mass can be a rare presentation of colon cancer metastasis. Colon cancer should …


Presentations Of Cutaneous Disease In Various Skin Pigmentations: Porokeratosis, Henry Lim, Christopher M. Wong, Christian J. Scheufele, Daniel A. Nguyen, Michael Carletti, Stephen E. Weis 2024 Medical City Fort Worth

Presentations Of Cutaneous Disease In Various Skin Pigmentations: Porokeratosis, Henry Lim, Christopher M. Wong, Christian J. Scheufele, Daniel A. Nguyen, Michael Carletti, Stephen E. Weis

HCA Healthcare Journal of Medicine

Porokeratosis was first described in 1893. It is a relatively rare disorder with over 9 subtypes. Lesions are clinically characterized as well-demarcated, erythematous papules (raised, <1 cm) or plaques (raised, >1 cm), with an atrophic center, and raised scaly border. Porokeratosis is an important diagnosis to identify because it may undergo malignant transformation and mimics many commonly encountered diagnoses. These commonly mimicked diagnoses include squamous cell carcinoma, tinea corporis, nummular dermatitis, and psoriasis vulgaris, to name a few. The clinical images in this review focus on identifying porokeratosis along the full spectrum of skin tones.


Decorin Suppresses Tumor Lymphangiogenesis: A Mechanism To Curtail Cancer Progression, Dipon K. Mondal, Christopher Xie, Gabriel J. Pascal, Simone Buraschi, Renato V. Iozzo 2024 Thomas Jefferson University

Decorin Suppresses Tumor Lymphangiogenesis: A Mechanism To Curtail Cancer Progression, Dipon K. Mondal, Christopher Xie, Gabriel J. Pascal, Simone Buraschi, Renato V. Iozzo

Kimmel Cancer Center Faculty Papers

The complex interplay between malignant cells and the cellular and molecular components of the tumor stroma is a key aspect of cancer growth and development. These tumor-host interactions are often affected by soluble bioactive molecules such as proteoglycans. Decorin, an archetypical small leucine-rich proteoglycan primarily expressed by stromal cells, affects cancer growth in its soluble form by interacting with several receptor tyrosine kinases (RTK). Overall, decorin leads to a context-dependent and protracted cessation of oncogenic RTK activity by attenuating their ability to drive a prosurvival program and to sustain a proangiogenic network. Through an unbiased transcriptomic analysis using deep RNAseq, …


Blastomas Of The Digestive System In Adults: A Review, Yu Liu, Tony El Jabbour, Jonathan Somma, Yukihiro Nakanishi, Saverio Ligato, Hwajeong Lee, Zhi-Yan Fu 2024 LSU Health Sciences Center - New Orleans

Blastomas Of The Digestive System In Adults: A Review, Yu Liu, Tony El Jabbour, Jonathan Somma, Yukihiro Nakanishi, Saverio Ligato, Hwajeong Lee, Zhi-Yan Fu

School of Medicine Faculty Publications

Blastomas, characterized by a mixture of mesenchymal, epithelial, and undifferentiated blastematous components, are rare malignant neoplasms originating from precursor blast cells. This review focuses on digestive system blastomas in adult patients, including gastroblastoma, hepatoblastoma, and pancreatoblastoma. Gastroblastoma is a biphasic, epitheliomesenchymal tumor, with only sixteen cases reported to date. In addition to the characteristic histology, metastasis-associated lung adenocarcinoma transcript 1 - glioma-associated oncogene homolog 1 gene fusion is typical, although recently novel ewing sarcoma breakpoint region 1 - c-terminal binding protein 1 and patched 1 - glioma-associated oncogene homolog 2 fusions have been described. Hepatoblastoma is exceptionally rare in adults …


Induction And Modulation Of Apoptosis In Breast Cancer Cells 93a And Mda-Mb-157 By Chinese Medicinal Herbs Oldenlandia Diffusa And Bryophyllum Pinnatum, Rekha Isaac 2024 Andrews University

Induction And Modulation Of Apoptosis In Breast Cancer Cells 93a And Mda-Mb-157 By Chinese Medicinal Herbs Oldenlandia Diffusa And Bryophyllum Pinnatum, Rekha Isaac

Honors Theses

Chinese medicinal herbs, such as Oldenlandia diffusa, contain phytochemicals that exhibit antitumor, chemopreventive, and antiangiogenic effects in cancer cells. In this study, both Oldenlandia diffusa and Bryophyllum pinnatum (a lesser-studied herb) were tested on breast cancer cell lines MDA-MB-157 and 93A by administering an aqueous extract. The effectiveness between cell lines was also compared. The apoptotic effect both herbs showed was quantified by the levels of pro and anti-apoptotic proteins expressed in each cell line. Both cell lines treated with Oldenlandia diffusa and Bryophyllum pinnatum showed significant differences in their levels of both pro and anti-apoptotic proteins when compared to …


Induction And Modulation Of Apoptosis In Breast Cancer Cells Mda-Mb-157 And 93b By Chinese Medicinal Herbs Oldenlandia Diffusa And Bryophyllum Pinnatum, Sarah Wolf 2024 Andrews University

Induction And Modulation Of Apoptosis In Breast Cancer Cells Mda-Mb-157 And 93b By Chinese Medicinal Herbs Oldenlandia Diffusa And Bryophyllum Pinnatum, Sarah Wolf

Honors Theses

Chinese medicinal herbs have been found to contain bioactive phytochemicals with anti-cancer properties. Herbal extracts induce apoptosis in cancer cells by modulating levels of pro- and anti-apoptotic proteins. A previous study showed that a commonly used herb, Scutellaria barbata, significantly induced apoptosis in the breast cancer cell line MDA-MB-157 and the therapy-resistant breast cancer cell line 93B. However, the effects of two different Chinese herbs, Oldenlandia diffusa (OD) and Bryophyllum pinnatum (BP) on these breast cancer cells are not known. This project indicates the influence of the herbs OD and BP on apoptosis of breast cancer cell line MDA-MB-157 in …


Evidenced-Based Strategies To Increase Cervical Cancer Screening Rates, Tuong Cat Vo BSN-RN, Nada Salloukh BSN-RN, Tatiana Elena Swanson BSN-RN, Xiao Mie Cindy Zhu BSN-RN, Laura Taylor Reed DNP, APRN, FNP-BC 2024 University of Tennessee Health Science Center

Evidenced-Based Strategies To Increase Cervical Cancer Screening Rates, Tuong Cat Vo Bsn-Rn, Nada Salloukh Bsn-Rn, Tatiana Elena Swanson Bsn-Rn, Xiao Mie Cindy Zhu Bsn-Rn, Laura Taylor Reed Dnp, Aprn, Fnp-Bc

Doctor of Nursing Practice Projects

Purpose/Background

Cervical cancer is the fourth leading cause of cancer affecting women worldwide (Staley et al., 2021). With cervical cancer being a preventable disease, an effective method of reducing healthcare costs and mortality is primary prevention, such as screenings. Financial burdens and barriers to accessing medical care may result due to the lack of proper cervical cancer screenings. Detecting cervical cancer includes screening women 21 to 65 years old with a Papanicolaou (PAP) test every three years. Women aged 30 to 65 years old can extend the screening of cervical cancer by having a Human Papillomavirus (HPV) test along with …


Paradigm Shift: A Meta-Narrative Review Of The Intricacies And Complications That Led To Changes In Standard Protocols For Primary Human Papillomavirus Screenings, Hillary L. Campbell, Sara N. Fernandez, Elysse S. Hodges, Jonathan J. del Real, Mary Coolbaugh-Murphy PhD, Denise M. Juroske Short PhD 2024 The University of Texas MD Anderson Cancer Center

Paradigm Shift: A Meta-Narrative Review Of The Intricacies And Complications That Led To Changes In Standard Protocols For Primary Human Papillomavirus Screenings, Hillary L. Campbell, Sara N. Fernandez, Elysse S. Hodges, Jonathan J. Del Real, Mary Coolbaugh-Murphy Phd, Denise M. Juroske Short Phd

Research Methods Poster Session 2024

Objective:

To evaluate cervical cancer screening modalities and assess the reasoning that has led to primary HPV being the preferred target for screening.

Background:

History of HPV infection has been found to be correlated with cervical cancer precursor cells. Early detection of the infection is advantageous in decreasing the risk for women of reproductive age acquiring cervical cancer. The general consensus places an emphasis on implementing HPV testing in accordance with cervical cancer protocol.

Methods:

Six methodical reviews of cervical cancer screenings were done through PubMed and the M.D. Anderson Research library. Each article was evaluated to include recently published …


In Silico And In Vitro Study Of Isoquercitrin Against Kidney Cancer And Inflammation By Triggering Potential Gene Targets, Safia Iqbal, Md Rezaul Karim, Shahnawaz Mohammad, Jong Chan Ahn, Anjali Kariyarath Valappil, Ramya Mathiyalagan, Deok-Chun Yang, Dae-Hyo Jung, Hyocheol Bae, Dong Uk Yang 2024 The Texas Medical Center Library

In Silico And In Vitro Study Of Isoquercitrin Against Kidney Cancer And Inflammation By Triggering Potential Gene Targets, Safia Iqbal, Md Rezaul Karim, Shahnawaz Mohammad, Jong Chan Ahn, Anjali Kariyarath Valappil, Ramya Mathiyalagan, Deok-Chun Yang, Dae-Hyo Jung, Hyocheol Bae, Dong Uk Yang

Faculty, Staff and Student Publications

Kidney cancer has emerged as a major medical problem in recent times. Multiple compounds are used to treat kidney cancer by triggering cancer-causing gene targets. For instance, isoquercitrin (quercetin-3-O-β-d-glucopyranoside) is frequently present in fruits, vegetables, medicinal herbs, and foods and drinks made from plants. Our previous study predicted using protein-protein interaction (PPI) and molecular docking analysis that the isoquercitrin compound can control kidney cancer and inflammation by triggering potential gene targets of IGF1R, PIK3CA, IL6, and PTGS2. So, the present study is about further in silico and in vitro validation. We performed molecular dynamic (MD) simulation, gene ontology (GO), Kyoto …


Typhlitis In A Neutropenic Patient, Alice He BS, Wern Lynn Ng MD, Lay She Ng MD, Si Yuan Khor MD, Chandi Garg MD 2024 Drexel University College of Medicine

Typhlitis In A Neutropenic Patient, Alice He Bs, Wern Lynn Ng Md, Lay She Ng Md, Si Yuan Khor Md, Chandi Garg Md

Tower Health Research Day

No abstract provided.


Li-Fraumeni Syndrome And The Benefits Of Annual Comprehensive Screening: A Pancreatic Adenocarcinoma Case, Alice He BS, Wern Lynn Ng MD, Faith Seltun DO, Lay She Ng MD, Si Yuan Khor MD, Elham Nasrollahi MD, Chandi Garg MD, Rong Rong Ge MD 2024 Drexel University College of Medicine

Li-Fraumeni Syndrome And The Benefits Of Annual Comprehensive Screening: A Pancreatic Adenocarcinoma Case, Alice He Bs, Wern Lynn Ng Md, Faith Seltun Do, Lay She Ng Md, Si Yuan Khor Md, Elham Nasrollahi Md, Chandi Garg Md, Rong Rong Ge Md

Tower Health Research Day

No abstract provided.


First-In-Human Phase I Study Of Tinengotinib (Tt-00420), A Multiple Kinase Inhibitor, As A Single Agent In Patients With Advanced Solid Tumors, Sarina A Piha-Paul, Binghe Xu, Ecaterina E Dumbrava, Siqing Fu, Daniel D Karp, Funda Meric-Bernstam, David S Hong, Jordi A Rodon, Apostolia M Tsimberidou, Kanwal Raghav, Jaffer A Ajani, Anthony P Conley, Frank Mott, Ying Fan, Jean Fan, Peng Peng, Hui Wang, Shumao Ni, Caixia Sun, Xiaoyan Qiang, Wendy J Levin, Brenda Ngo, Qinhua Cindy Ru, Frank Wu, Milind M Javle 2024 The Texas Medical Center Library

First-In-Human Phase I Study Of Tinengotinib (Tt-00420), A Multiple Kinase Inhibitor, As A Single Agent In Patients With Advanced Solid Tumors, Sarina A Piha-Paul, Binghe Xu, Ecaterina E Dumbrava, Siqing Fu, Daniel D Karp, Funda Meric-Bernstam, David S Hong, Jordi A Rodon, Apostolia M Tsimberidou, Kanwal Raghav, Jaffer A Ajani, Anthony P Conley, Frank Mott, Ying Fan, Jean Fan, Peng Peng, Hui Wang, Shumao Ni, Caixia Sun, Xiaoyan Qiang, Wendy J Levin, Brenda Ngo, Qinhua Cindy Ru, Frank Wu, Milind M Javle

Faculty, Staff and Student Publications

PURPOSE: This first-in-human phase I dose-escalation study evaluated the safety, pharmacokinetics, and efficacy of tinengotinib (TT-00420), a multi-kinase inhibitor targeting fibroblast growth factor receptors 1-3 (FGFRs 1-3), Janus kinase 1/2, vascular endothelial growth factor receptors, and Aurora A/B, in patients with advanced solid tumors.

PATIENTS AND METHODS: Patients received tinengotinib orally daily in 28-day cycles. Dose escalation was guided by Bayesian modeling using escalation with overdose control. The primary objective was to assess dose-limiting toxicities (DLTs), maximum tolerated dose (MTD), and dose recommended for dose expansion (DRDE). Secondary objectives included pharmacokinetics and efficacy.

RESULTS: Forty-eight patients were enrolled (dose escalation, …


Neutrophil Elastase Remodels Mammary Tumors To Facilitate Lung Metastasis, Amriti R Lulla, Said Akli, Cansu Karakas, Joseph A Caruso, Lucas D Warma, Natalie W Fowlkes, Xiayu Rao, Jing Wang, Kelly K Hunt, Stephanie S Watowich, Khandan Keyomarsi 2024 The Texas Medical Center Library

Neutrophil Elastase Remodels Mammary Tumors To Facilitate Lung Metastasis, Amriti R Lulla, Said Akli, Cansu Karakas, Joseph A Caruso, Lucas D Warma, Natalie W Fowlkes, Xiayu Rao, Jing Wang, Kelly K Hunt, Stephanie S Watowich, Khandan Keyomarsi

Faculty, Staff and Student Publications

Metastatic disease remains the leading cause of death due to cancer, yet the mechanism(s) of metastasis and its timely detection remain to be elucidated. Neutrophil elastase (NE), a serine protease secreted by neutrophils, is a crucial mediator of chronic inflammation and tumor progression. In this study, we used the PyMT model (NE+/+ and NE-/-) of breast cancer to interrogate the tumor-intrinsic and -extrinsic mechanisms by which NE can promote metastasis. Our results showed that genetic ablation of NE significantly reduced lung metastasis and improved metastasis-free survival. RNA-sequencing analysis of primary tumors indicated differential regulation of tumor-intrinsic actin cytoskeleton signaling pathways …


Prediction Of Cancer Incidence And Mortality In Korea, 2024, Kyu-Won Jung, Mee Joo Kang, Eun Hye Park, E Hwa Yun, Hye-Jin Kim, Jeong-Eun Kim, Hyun-Joo Kong, Jeong-Soo Im, Hong Gwan Seo 2024 The Texas Medical Center Library

Prediction Of Cancer Incidence And Mortality In Korea, 2024, Kyu-Won Jung, Mee Joo Kang, Eun Hye Park, E Hwa Yun, Hye-Jin Kim, Jeong-Eun Kim, Hyun-Joo Kong, Jeong-Soo Im, Hong Gwan Seo

Faculty, Staff and Student Publications

PURPOSE: This study aimed to report the projected cancer incidence and mortality for the year 2024 to estimate Korea's current cancer burden.

MATERIALS AND METHODS: Cancer incidence data from 1999 to 2021 were obtained from the Korea National Cancer Incidence Database, and cancer mortality data from 1993 to 2022 were acquired from Statistics Korea. Cancer incidence and mortality were projected by fitting a linear regression model to observed age-specific cancer rates against their respective years and multiplying the projected age-specific rates by the anticipated age-specific population for 2024. A joinpoint regression model was used to determine the year in which …


Randomized Phase 2 Trial Of Tremelimumab And Durvalumab In Combination Versus Sequentially In Recurrent Platinum-Resistant Ovarian Cancer, Emily M Hinchcliff, Anne Knisely, Naomi Adjei, Bryan Fellman, Ying Yuan, Ami Patel, Cai Xu, Shannon N Westin, Anil K Sood, Pamela T Soliman, Aaron Shafer, Nicole D Fleming, David M Gershenson, Raghunandan Vikram, Tharakeswara Bathala, David Vining, Dhakshina M Ganeshan, Karen H Lu, Charlotte C Sun, Larissa A Meyer, Amir A Jazaeri 2024 The Texas Medical Center Library

Randomized Phase 2 Trial Of Tremelimumab And Durvalumab In Combination Versus Sequentially In Recurrent Platinum-Resistant Ovarian Cancer, Emily M Hinchcliff, Anne Knisely, Naomi Adjei, Bryan Fellman, Ying Yuan, Ami Patel, Cai Xu, Shannon N Westin, Anil K Sood, Pamela T Soliman, Aaron Shafer, Nicole D Fleming, David M Gershenson, Raghunandan Vikram, Tharakeswara Bathala, David Vining, Dhakshina M Ganeshan, Karen H Lu, Charlotte C Sun, Larissa A Meyer, Amir A Jazaeri

Faculty, Staff and Student Publications

BACKGROUND: Single-agent immune checkpoint inhibitors (ICIs) have demonstrated limited responses in recurrent ovarian cancer; however, 30%-40% of patients achieve stable disease. The primary objective was to estimate progression-free survival (PFS) after sequential versus combination cytotoxic T-lymphocyte antigen 4 and programmed death ligand 1 ICIs in patients with platinum-resistant high-grade serous ovarian cancer (HGSOC).

METHODS: Patients were randomized to a sequential arm (tremelimumab followed by durvalumab on progression) or a combination arm (tremelimumab plus durvalumab, followed by durvalumab) via a Bayesian adaptive design that made it more likely for patients to be randomized to the more effective arm. The primary end …


Real World Clinical Experience Using Daily Intelligence-Assisted Online Adaptive Radiotherapy For Head And Neck Cancer, Philip Blumenfeld, Eduard Arbit, Robert Den, Ayman Salhab, Tal Falick Michaeli, Marc Wygoda, Yair Hillman, Raphael Pfeffer, Marcel Fang, Yael Misrati, Noam Weizman, Jon Feldman, Aron Popovtzer 2024 Thomas Jefferson University

Real World Clinical Experience Using Daily Intelligence-Assisted Online Adaptive Radiotherapy For Head And Neck Cancer, Philip Blumenfeld, Eduard Arbit, Robert Den, Ayman Salhab, Tal Falick Michaeli, Marc Wygoda, Yair Hillman, Raphael Pfeffer, Marcel Fang, Yael Misrati, Noam Weizman, Jon Feldman, Aron Popovtzer

Department of Radiation Oncology Faculty Papers

Background

Adaptive radiation therapy (ART) offers a dynamic approach to address structural and spatial changes that occur during radiotherapy (RT) for locally advanced head and neck cancers. The integration of daily ART with Cone-Beam CT (CBCT) imaging presents a solution to enhance the therapeutic ratio by addressing inter-fractional changes.

Methods

We evaluated the initial clinical experience of daily ART for patients with head and neck cancer using an online adaptive platform with intelligence-assisted workflows on daily CBCT. Treatment included auto-contour and structure deformation of Organs at Risk (OARs) and target structures, with adjustments by the treating physician. Two plans were …


Revolutionizing Feature Selection: A Breakthrough Approach For Enhanced Accuracy And Reduced Dimensions, With Implications For Early Medical Diagnostics, Shabia Shabir Khan, Majid Shafi Kawoosa, Bonny Bannerjee, Subhash C. Chauhan, Sheema Khan 2024 Islamic University of Science and Technology

Revolutionizing Feature Selection: A Breakthrough Approach For Enhanced Accuracy And Reduced Dimensions, With Implications For Early Medical Diagnostics, Shabia Shabir Khan, Majid Shafi Kawoosa, Bonny Bannerjee, Subhash C. Chauhan, Sheema Khan

Research Symposium

Background: The system's performance may be impacted by the high-dimensional feature dataset, attributed to redundant, non-informative, or irrelevant features, commonly referred to as noise. To mitigate inefficiency and suboptimal performance, our goal is to identify the optimal and minimal set of features capable of representing the entire dataset. Consequently, the Feature Selector (Fs) serves as an operator, transforming an m-dimensional feature set into an n-dimensional feature set. This process aims to generate a filtered dataset with reduced dimensions, enhancing the algorithm's efficiency.

Methods: This paper introduces an innovative feature selection approach utilizing a genetic algorithm with an ensemble crossover operation …


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