Analytical, Diagnostic and Therapeutic Techniques and Equipment Commons^™

Quality Over Quantity-Current Challenges Of Robotic Surgery In Poland, Marcin Kubiak, Jacek Doniec, S Vincent Grasso, Andrew Gumbs, Amir Nour Mohammadi, Katarzyna Sędłak, Zuzanna Pelc, Stanisław Góźdź, Wojciech Załuska, Artur Bachta, Paweł Rybojad, Kamil Torres, Timothy M Pawlik, Marek Zawadzki, Andrzej Budzyński, Karol Rawicz-Pruszyński

Rowan-Virtua School of Osteopathic Medicine Departmental Research

Since its introduction in 2010, a dynamic growth of robotic-assisted surgery (RAS) has been observed in Poland. The number of healthcare institutions implementing RAS has tripled in the last 36 months, with 80 surgical robots currently utilized on a national scale. While urological procedures dominate RAS utilization (73%), adoption in gynecology (12.2%) and gastrointestinal surgery (8.5%) is rising, driven by recent National Health Fund reimbursement policies. However, significant fragmentation and alarmingly low numbers of individual RAS procedures were identified: 47.7% of surgeons perform less than 40 cases annually. Parallel to expanding the robotic surgery reimbursement program, several standardized actions are …

Biomarker-Guided Imaging And Ai-Augmented Diagnosis Of Degenerative Joint Disease, Rahul Kumar, Kyle Sporn, Aryan Borole, Akshay Khanna, Chirag Gowda, Phani Paladugu, Alex Ngo, Ram Jagadeesan, Nasif Zaman, Alireza Tavakkoli

Department of Medicine Faculty Papers

Degenerative joint disease remains a leading cause of global disability, with early diagnosis posing a significant clinical challenge due to its gradual onset and symptom overlap with other musculoskeletal disorders. This review focuses on emerging diagnostic strategies by synthesizing evidence specifically from studies that integrate biochemical biomarkers, advanced imaging techniques, and machine learning models relevant to osteoarthritis. We evaluate the diagnostic utility of cartilage degradation markers (e.g., CTX-II, COMP), inflammatory cytokines (e.g., IL-1β, TNF-α), and synovial fluid microRNA profiles, and how they correlate with quantitative imaging readouts from T2-mapping MRI, ultrasound elastography, and dual-energy CT. Furthermore, we highlight recent developments …

Tumor Microenvironment Governs The Prognostic Landscape Of Immunotherapy For Head And Neck Squamous Cell Carcinoma: A Computational Model-Guided Analysis, Priyan Bhattacharya, Alban J Linnenbach, Andrew P. South, Ubaldo E. Martinez-Outshoorn, Joseph M. Curry, Jennifer M. Johnson, Larry A. Harshyne, Mỹ G. Mahoney, Adam J. Luginbuhl, Rajanikanth Vadigepalli

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

Immune checkpoint inhibition (ICI) has emerged as a critical treatment strategy for squamous cell carcinoma of the head and neck (HNSCC) that halts the immune escape of the tumor cells. Increasing evidence suggests that the onset, progression, and lack of/no response of HNSCC to ICI are emergent properties arising from the interactions within the tumor microenvironment (TME). Deciphering how the diversity of cellular and molecular interactions leads to distinct HNSCC TME subtypes subsequently governing the ICI response remains largely unexplored. We developed a cellular-molecular model of the HNSCC TME that incorporates multiple cell types, cellular states, and transitions, and molecularly …

Effect Of Access Cavity Preparation And Cement On The Fracture Load Of Translucent Zirconia Crowns, Andrea Fenton, Amir H. Nejat, Edwin Kee, Xiaoming Xu, Albert F. Mcmullen Iii

School of Dentistry Faculty Publications

Purpose: To evaluate the effect of endodontic access hole preparation and choice of luting cement on the fracture resistance of translucent zirconia (5Y) crowns. Materials and Methods: Polymethylmethacrylate (PMMA) dies, representing a prepared maxillary molar tooth, were milled. Translucent zirconia crowns were milled from 5Y (Cercon XTML) zirconia discs and sintered. Forty crowns were divided into four groups (n = 10 per group) based on access hole preparation (accessed, non-accessed) and type of luting cement (resin cement, resin modified glass ionomer (RMGI) cement). Crowns were cemented on the PMMA dies with either resin cement (Panavia SA Cement Universal, Kuraray Noritake …

Comparison Between Pipeline Embolization Device (Ped) Versus Flow Redirection Endoluminal Device (Fred) For Intracranial Aneurysms: A Comprehensive Systematic Review And Meta-Analysis, Seyed Maroufi, Mohammad Fallahi, Muhammad Waqas, Othman Bin-Alamer, Manisha Koneru, Joanna Roy, Jane Khalife, Hamza Shaikh, Daniel Tonetti

Department of Neurosurgery Faculty Papers

OBJECTIVES: The performance of the Pipeline Embolization Device (PED) and relatively newer double-layered Flow Re-Direction Endoluminal Device (FRED) have been studied for the treatment of intracranial aneurysms, but direct comparisons between PED and FRED are limited. The current systematic review aims at comparing the efficacy and safety of PED and FRED.

METHODS: A systematic review of the literature was conducted according to the PRISMA guideline. PubMed, Embase, Scopus, Web of Science, and Cochrane Library were searched, and related records were identified. A meta-analysis of double-arm studies comparing PED and FRED was conducted on angiographic and clinical outcomes, retreatment rates, and …

Comparison Of Open And Laparo-Endoscopic Repair Techniques For Patients With Bilateral Inguinal Hernias, Divyansh Agarwal, Tina Bharani, Nora Fullington, Lauren Ott, Kortney Hodgson, Daelyn Mcclain, Kaela Blake, Michael Reinhorn

Department of Surgery Faculty Papers

INTRODUCTION: For primary bilateral inguinal hernias, international guidelines favor a laparoscopic posterior mesh repair due to relatively lower risk of acute and chronic pain, faster recovery, and favorable biomechanical properties compared to open anterior approaches (Lichtenstein, plug and patch, etc.). However, studies comparing open mesh-based bilateral inguinal hernia repairs to bilateral laparoscopic and robotic mesh-based approaches are limited. The Abdominal Core Health Quality Collaborative (ACHQC) registry includes longitudinal data on bilateral inguinal hernia repairs performed via open as well as laparo-endoscopic approaches. We hypothesize that outcomes for bilateral inguinal hernia repair are similar between open and laparo-endoscopic approaches in the …

Association Of Estimated Plasma Volume Status With Invasive Hemodynamics And All-Cause Mortality In Patients With Liver Cirrhosis, Esteban Kosak Lopez, Phuuwadith Wattanachayakul, Jose Manuel Martinez Manzano, Andrew Geller, Simone Jarrett, John Malin, Raul Leguizamon, Tara John, Rasha Khan, Ian Mclaren, Alexander Prendergast, Kevin Lo, Zurab Azmaiparashvili

Einstein Health Papers

BACKGROUND: Estimated plasma volume status (ePVS) correlates with intravascular congestion and prognosis in patients with heart failure. The ePVS relationship with invasive hemodynamic profiling and clinical outcomes in patients with liver cirrhosis (LC) remains unclear.

METHODS: This single-center retrospective cohort study included LC patients who underwent right heart catheterization (RHC) between 2018 and 2023. Estimated plasma volume status (ePVS) was calculated using the Strauss-derived Duarte formula, with patients classified into high (> 5.5%) and low-ePVS (≤ 5.5%) groups. Cox-multivariable analysis was used to determine if ePVS was associated with all-cause mortality within 1 year post-RHC among transplant-free patients.

RESULTS: Of …

The Evolvement Of The 100 Most Cited Articles In Spine Surgery In The Last Decade Compared To All-Time, Mark Miller, Matthew Meade, Ruchir Nanavati, William T Diciurcio, Maneesha Palakurthi, Adam Kohring, Justin Le, Christopher Giuditta, Christopher Kepler, Barrett Woods

Rowan-Virtua School of Osteopathic Medicine Departmental Research

BACKGROUND: Decision-making in spine surgery is continuously shaped by advancements in the field through evidence-based medicine. This is demonstrated through the evolution of the quality and impact of scientific research within the field of spine surgery. To date, there is limited literature investigating interval changes in methodological rigor of scientific investigation within the field of spine surgery.

METHODS: The top 100 cited articles were recorded for manuscripts from January 1, 2013, to December 31, 2023, and the top 100 most cited manuscripts of all time for spine surgery, via the Scopus abstract and citation database. Data collected included year of …

Acoustic And Hemodynamic Analysis Of Phantoms: Roughness And Flow Dynamics, Ethan Erik Olof Sundberg

Master's Theses

The purpose of this study was to determine whether different vascular phantoms, with and without a surrogate arm, could serve as effective analogs to the human brachial artery for assessing endothelial dysfunction, an early indicator of cardiovascular disease, particularly atherosclerosis. Atherosclerosis is characterized by plaque buildup and endothelial damage, which precede more severe clinical events and are often detectable through changes in vascular function. A 40” water tower was used to simulate diastolic pressure, enabling water flow through each phantom. Strain gauge pressure transducers were placed at both ends of the phantoms to measure pressure drop, while a microphone captured …

Multiple Myeloma Presenting As An Ill-Defined Osteolytic Lesion Of The Mandibular Condyle: A Case Report And Literature Review, Connor Capobianco, Mariella Padilla, Jungsuk Cho, Lauren Levi

Department of Oral and Maxillofacial Surgery Faculty Papers

Osteolytic lesions of the mandibular condyle can represent a diverse range of differential diagnoses, including malignancies such as metastatic disease, Langerhans cell histiocytosis (LCH), osteosarcoma, chondrosarcoma, and multiple myeloma. This case report details a 40-year-old male with a 3-year history of right temporomandibular joint (TMJ) pain, initially misdiagnosed as temporomandibular disorder. Comprehensive imaging studies, including cone beam computed tomography (CBCT), maxillofacial computed tomography (CT), and brain magnetic resonance imaging (MRI), revealed extensive osteolytic lesions in the mandible, frontal bone, and cervical spine. A CT-guided biopsy confirmed the presence of a plasma cell neoplasm, leading to the diagnosis of multiple myeloma. …

Best Practices For A Competency-Based Curriculum In Critical Care Ultrasonography For Fellows, Paru Patrawalla, Frances West, Navitha Ramesh, Paul Mayo, Amik Sodhi

Division of Pulmonary, Allergy, and Critical Care Medicine Faculty Papers

New guidelines from the Accreditation Council on Graduate Medical Education for critical care ultrasound (CCUS) training went into effect on July 1, 2024, for critical care medicine and combined pulmonary and critical care medicine fellows. Fellowship programs will need to ensure that their fellows demonstrate competence in skills that are essential to CCUS, which currently encompasses applications in basic cardiac, lung/pleural, abdominal, and vascular ultrasonography (US). This may be a challenge for fellowship programs that have nascent CCUS curricula and limited faculty expertise. In this Perspective, we share expert and evidence-based recommendations on how to implement a competency-based curriculum in …

Long-Term Non-Conditional And Conditional Metastasis Of Uveal Melanoma By Tumor Size Category In 8034 Patients, Rolika Bansal, Hidayet Sener, Jerry A. Shields, Carol L. Shields

Wills Eye Hospital Papers

PURPOSE: To estimate metastasis of patients with uveal melanoma (UM) based on tumor size categories classified by ultrasonographic thickness as small (0.0-3.0 mm), medium (3.1-8.0 mm), or large (≥8.1 mm) using both non-conditional and conditional analyses.

DESIGN: Retrospective analysis.

METHODS: A retrospective study of 8034 cases over 35-years at a single ocular oncology referral center evaluated the primary endpoint of cumulative incidence of metastasis at 5-, 10-, 15-, 20-, 25- and 30-years using non-conditional and conditional analysis at 3-years, 5-years, and 10-years of metastasis-free survival.

RESULTS: The mean thicknesses for small, medium, and large UMs were 2.5 mm, 5.0 mm, …

Cervical, Breast, And Colorectal Cancer Screening Outcomes Among Refugees In Philadelphia, Pennsylvania, Colleen Payton, Nina Kvaratskhelia, Melanie Chalfin, Jessica Deffler, Marc Altshuler

Department of Family & Community Medicine Faculty Papers

Cancer screening can detect cancer at an early stage and decrease cancer morbidity and mortality. Refugee populations may have had limited access to cancer screening before arrival in the United States. A cross-sectional analysis of cervical, breast, and colorectal cancer screening was conducted among refugees with primary care visits between 2018 and 2022 at a refugee health clinic in Philadelphia, Pennsylvania. Cancer screening outcomes included the number and type of screenings; the number of normal, inconclusive, and abnormal screening results; completion of follow-up tests for inconclusive and abnormal results; and the number of cancer diagnoses. Among 149 refugee women aged …

Irnet: Immunotherapy Response Prediction Using Pathway Knowledge-Informed Graph Neural Network, Yuexu Jiang, Manish Sridhar Immadia, Duolin Wang, Shuai Zeng, Yen On Chan, Jing Zhou, Dong Xu, Trupti Joshi

Biomedical Sciences

Introduction: Immune checkpoint inhibitors (ICIs) are potent and precise therapies for various cancer types, significantly improving survival rates in patients who respond positively to them. However, only a minority of patients benefit from ICI treatments.

Objectives: Identifying ICI responders before treatment could greatly conserve medical resources, minimize potential drug side effects, and expedite the search for alternative therapies. Our goal is to introduce a novel deep-learning method to predict ICI treatment responses in cancer patients.

Methods: The proposed deep-learning framework leverages graph neural network and biological pathway knowledge. We trained and tested our method using ICI-treated patients’ data from several …

Whole-Exome Sequencing Identified Molecular Variants Linked To The Progression Of Gastric Precancerous Lesions In Patients From Southwestern Colombia—An Exploratory Approach., Lizeth Mejia-Ortiz, Jovanny Zabaleta, Jone Garai, Luis Eduardo Bravo, Andres Castillo

School of Graduate Studies Faculty Publications

No abstract provided.

A Scoping Review On The Integration Of Artificial Intelligence In Point-Of-Care Ultrasound: Current Clinical Applications, Junu Kim, Sandhya Maranna, Caterina Watson, Nayana Parange

Research outputs 2022 to 2026

Background: Artificial intelligence (AI) is used increasingly in point-of-care ultrasound (POCUS). However, the true role, utility, advantages, and limitations of AI tools in POCUS have been poorly understood. Aim: to conduct a scoping review on the current literature of AI in POCUS to identify (1) how AI is being applied in POCUS, and (2) how AI in POCUS could be utilized in clinical settings. Methods: The review followed the JBI scoping review methodology. A search strategy was conducted in Medline, Embase, Emcare, Scopus, Web of Science, Google Scholar, and AI POCUS manufacturer websites. Selection criteria, evidence screening, and selection were …

Pre-Amplification Of Cell-Free Dna: Balancing Amplification Errors With Enhanced Sensitivity, Wei Yen Chan, Ashleigh Stewart, Russell J. Diefenbach, Elin S. Gray, Jenny H. Lee, Richard A. Scolyer, Georgina V. Long, Helen Rizos

Research outputs 2022 to 2026

Circulating tumour DNA (ctDNA) is a promising biomarker for personalised oncology. However, its clinical utility is limited by detection sensitivity, particularly in early-stage disease. T-Oligo Primed Polymerase Chain Reaction (TOP-PCR) is a commercial amplification approach utilising an efficient “half-adapter” ligation design and a single-primer-based PCR strategy. This study evaluated the clinical value and application of cell-free DNA (cfDNA) pre-amplification. cfDNA amplification with TOP-PCR preserved DNA size profiles and resulted in a 22 bp size increase due to the half-adaptor ligation. Gene target amplification rates varied, showing lower efficiency for the GC-rich TERT promoter amplicon and higher efficiency for the BRAF …

Surveying Management Strategies For Pediatric Autoimmune Hepatitis, Lillie Baca

University Honors Theses

Pediatric autoimmune hepatitis (PAIH) is a long-term condition that requires ongoing treatment and regular monitoring. It is characterized by its elevation of liver enzymes, interface hepatitis, and the specific presence of circulating autoantibodies. There is a general lack of consensus on appropriate measures of diagnostic criteria, treatment medication, and beneficial practices for monitoring the disease. The existing literature contains several subtle discrepancies that challenge a practitioner's judgement for care management of children with autoimmune hepatitis. This study is a retrospective chart review aimed at understanding the current diagnostics, treatment, and long-term management strategies of PAIH at a single center. Also, …

Quantitative Analysis Using Mri Of Patients That Are High Risk For Pancreatic Cancer, Aqsa Tarik

University Honors Theses

Pancreatic ductal adenocarcinoma (PDAC) is a cancer that is detected in its later stages, causing its five-year survival rate of 2-9% (3). The majority of patients who develop PDAC unfortunately deal with a low survival rate due to the progression of the tumor in the body. Magnetic resonance imaging (MRI) can assess the structure of the tissue within organs in the body. These scans can also be used in order to detect and diagnose tumors, allowing them to be a generator of cancer biomarkers. PDAC isn’t distinguishable on conventional images, as the pancreas will appear normal, allowing the tumor progress …

Barriers To Clinical Cosmetic And Laser Dermatology Research In The Academic Setting By Source Of Funding: A Systematic Review, Bianca Y. Kang, Saranya P. Wyles, Yakir Levin, Rawaa Almukhtar, Stephanie R. Jackson Cullison, Jayne S. Joo, Sami K. Saikaly, Shalinie Mahadeo, Michael Ong, Sophia Salingaros, Maria Hordinsky, Sarah A. Ibrahim, Devina Mehta, Shoko Mori, Edit B. Olasz Harken, Diana Bolotin, Kira Minkis, Murad Alam

Department of Dermatology and Cutaneous Biology Faculty Papers

Clinical research is a cornerstone of academic dermatology, including research in cosmetic and laser procedures. However, numerous barriers exist to conducting clinical research in an academic setting as compared to private practice. The objective of this study was to describe the barriers to clinical research in cosmetic and laser dermatology in the academic setting under three common funding scenarios: (1) industry sponsored, (2) unfunded, investigator-initiated, and (3) publicly funded, investigator-initiated. A systematic review of the literature was conducted to identify 17 publications regarding funding of clinical dermatology research. Inductive content analysis was used to extract, categorize, and understand the barriers …

Of Dolls And Jewels : Keeping As A Strategy Of Care And Belonging, Yuqi Fan

Masters Theses

In this thesis, I will discuss the psychology behind object attachment in the doll-keeping subculture by integrating doll language into contemporary jewelry. I researched the Chinese term “Pi” as an accurate way of explaining how doll-keepers are attached to their dolls. In this 21st century, the widespread use of social media and AI technologies have deepened people's reliance on virtual spaces, leading to emotional detachment in our society. Adopting the concept of “Pi” into contemporary jewelry, which encourages a shift in focus towards external objects, the practice of doll-keeping becomes a form of self-care that compensates for our current loneliness …

Colorectal Cancer And The Risk Of Mortality Among Individuals With Suicidal Ideation, Srikanta Banerjee, Jagdish Khubchandani, Stanley Nkemjika

Department of Psychiatry and Human Behavior Faculty Papers

Suicide is a major public health problem that has grown at alarming rates in the last two decades. Colorectal cancer (CRC) is one of the most common causes of cancer deaths in the United States in both males and females. However, the influence of suicidal ideation (SI) on the association between CRC and risk of mortality has not been well examined.

METHODS: For this study, the 2005-2018 National Health and Nutrition Examination Survey (NHANES), a nationally representative survey of United States adults aged 20 years or older, was utilized. CRC survivorship was determined from self-reported data on CRC, and mortality …

Neovascular Pruning By Ido1 Inhibitors Can Potentiate Immunogenic Cytotoxicity Of Ischemia-Targeted Agents To Synergistically Enhance Anti-Pd-1 Responsiveness, Shih-Chun Shen, Souvik Dey, James B. Duhadaway, Erika Sutanto-Ward, Maurice T. Hampton, Serguei V. Kozlov, George C. Prendergast, Alexander J. Muller

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

BACKGROUND: Strategies for deploying indoleamine 2,3-dioxygenase 1 (IDO1)-targeted therapies for use against cancer have focused on IDO1's role in promoting peripheral immune tolerance that shields tumors from effector T cells. However, preclinical investigation of both primary and metastatic tumor development in the lungs has uncovered a previously unappreciated role for IDO1 in directing a counterregulatory response to interferon (IFN)-γ that realigns the local inflammatory environment to promote tumor neovascularization. Understanding how to therapeutically leverage the ability of IDO1 inhibitors to subvert inflammatory neovascularization within the tumor microenvironment has potential ramifications for future clinical development of these compounds.

METHODS: Pulmonary metastases …

Decompression With Intradural Dissection For The Chiari Malformation Type I: Toward Eliminating Wound Complications, Anna Lin, Lindsey Asti, Marissa Carroll, Jeffrey Campbell, Jospeh Piatt

Department of Neuroscience Faculty Papers

BACKGROUND: There is continuing conversation about surgical technique in the management of the Chiari malformation. Popular options include osseous decompression alone, decompression with dural splitting, and decompression with intradural dissection (DID) and duraplasty. Wound complications after intradural dissection are a persistent problem. The current study of an institutional series examines wound complication rates after intradural dissection without dural closure.

METHODS: A retrospective single-institution chart review was performed for patients < 21 years with Chari malformation type I who underwent DID without dural closure and had at least 6 months of follow-up. Bone removal corresponded to the area of attachment of the rectus capitis posterior minor muscles together with laminectomy of the atlas. The trapezius and semispinalis capitis muscles were retracted but were not separated from the occiput.

RESULTS: A total of 76 patients were treated from May 2010 through May 2024. Thirty-eight (50.0%) patients had syringomyelia. The median age at surgery was 9 years (interquartile range [IQR] 4-13), …

Integrating Radiogenomics And Machine Learning In Musculoskeletal Oncology Care, Rahul Kumar, Kyle Sporn, Akshay Khanna, Phani Paladugu, Chirag Gowda, Alex Ngo, Ram Jagadeesan, Nasif Zaman, Alireza Tavakkoli

Department of Medicine Faculty Papers

Musculoskeletal tumors present a diagnostic challenge due to their rarity, histological diversity, and overlapping imaging features. Accurate characterization is essential for effective treatment planning and prognosis, yet current diagnostic workflows rely heavily on invasive biopsy and subjective radiologic interpretation. This review explores the evolving role of radiogenomics and machine learning in improving diagnostic accuracy for bone and soft tissue tumors. We examine integrating quantitative imaging features from MRI, CT, and PET with genomic and transcriptomic data to enable non-invasive tumor profiling. AI-powered platforms employing convolutional neural networks (CNNs) and radiomic texture analysis show promising results in tumor grading, subtype differentiation …

Consideration Of Anesthesia Techniques For Deep Brain Stimulation Implantation In The Treatment Of Drug-Resistant Epilepsy: A Narrative Review, Alan D. Kaye, Benjamin Esneault, Shreya Deshpande, Joseph Wentling, Shahab Ahmadzadeh, Pooja Potharaju, Sahar Shekoohi

School of Medicine Faculty Publications

Epilepsy is a neurological disorder characterized by recurrent, unprovoked seizures, affecting millions worldwide. While anti-seizure medications serve as first-line treatment, approximately one-third of patients develop drug-resistant epilepsy (DRE), necessitating alternative interventions. Deep brain stimulation (DBS) has emerged as a promising therapy for DRE, particularly for patients who are ineligible for resective surgery. DBS involves stereotactic implantation of electrodes into target brain regions, such as the anterior nucleus of the thalamus (ANT), centromedian nucleus (CMT), and hippocampus (HC), to modulate aberrant neural activity and to reduce seizure frequency. Anesthesia plays a critical role in DBS implantation, influencing both patient safety and …

Cardiac Amyloid, The Great Imitator, Nolan R. Fox, Nicholas J. Fox, Emily Newman, Brian Osler, Eugene Storozynsky

Division of Cardiology Faculty Papers

BACKGROUND: Although endomyocardial biopsy (EMB) is the criterion standard for diagnosis of infiltrative cardiac disease, cardiac sarcoidosis (CS) or cardiac amyloid can be diagnosed noninvasively through both clinical suspicion and advanced imaging techniques of cardiac magnetic resonance imaging (CMR) or cardiac positron emission tomography (PET).

CASE SUMMARY: A 79-year-old man with mediastinal sarcoidosis presented with new chest pain and a right bundle branch block, raising concern for CS. CMR and cardiac PET also supported the diagnosis of CS, but EMB ultimately revealed transthyretin amyloid cardiomyopathy. The patient was started on tafamidis and showed improvement at 1-year follow-up.

DISCUSSION: This case …

Histodx: Revolutionizing Breast Cancer Diagnosis Through Advanced Imaging Techniques, Wishal Arshad, Tehreem Masood, H. M. Shahzad, Hassan A. Ahmed, Syed Hamza Ahmed, Hafiz Muhammad Tayyab Khushi

Business Faculty Publications

Breast cancer is the second leading cause of mortality among women worldwide, highlighting the need for efficient histopathology-based screening methods for early diagnosis. This study introduces HistoDX, a deep learning framework to classify Invasive Ductal Carcinoma (IDC) using 277,524 histopathology image patches (50x50 pixels) from Paul Mooney’s IDC dataset on Kaggle, comprising No Cancer and IDC(+) classes. HistoDX employs a preprocessing pipeline with normalization, data augmentation, and class balancing via oversampling and weighted loss to address the class imbalance. A customized convolutional neural network, built on EfficientNetV2-B3 with additional layers, achieves 97% accuracy and a 0.91 ROC-AUC score on the …

A Smart Pill Bottle And Text Messaging Intervention For Promoting Medication Adherence In Patients With Chronic Myeloid Leukemia: A Pilot Study Of Txt4 Tki, Kuang-Yi Wen, Neil Palmisiano, Rita Smith, Rachel Slamon, Gina Keiffer, Christian Fidler, Margaret Kasner, Lindsay Wilde, Md

Department of Medical Oncology Faculty Papers

BACKGROUND: Patients undergoing tyrosine kinase inhibitor (TKI) therapy for chronic myeloid leukemia (CML) often face challenges with adherence, despite the efficacy of the treatment. Theory-guided and evidence-informed interventions addressing psychosocial and adherence barriers are critical for promoting adherence. Using a mixed-method approach, the pilot study developed and evaluated the feasibility and potential impact of an intervention "txt4TKI," to support medication and symptom management among CML patients undergoing TKI therapy.

METHODS: Guided by the Necessity and Concerns framework, the study comprised two phases: Phase 1 involved qualitative patient needs assessment interviews informing intervention design. Phase 2 was a single-arm pilot study …

Imaging Hallmarks Of Idiopathic Intracranial Hypertension And Insights Into Pathogenesis, Albalooshy Basimah, Scott Faro, Hsiangkuo Yuan, Kiran Talekar, Prabath Mondel, Enchao Qiu, Joga Chaganti

Department of Radiology Faculty Papers

Idiopathic Intracranial hypertension (IIH), also referred to as pseudotumor cerebri, is a term used to describe increased intracranial pressure in the absence of a known identifiable secondary cause. Despite advancements of neuroimaging techniques, imaging of the pathological underpinnings in the diagnosis of IIH has been limited. Although the causation of IIH has been ascribed to increased Cerebrospinal Fluid production and disordered drainage through the dural sinuses, new evidence shows that the glymphatic system which is an alternate pathway of drainage is likely to play a pivotal role. In this review, we address the pathophysiological underpinnings in the causation of IIH …