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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 May 2025

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 …


Histodx: Revolutionizing Breast Cancer Diagnosis Through Advanced Imaging Techniques, Wishal Arshad, Thhreem Masrood, H. M. Shahzhad, Hassan A. Ahmed, Syed Hamza Ahmed, Hafiz Muhammad Tayyab Khushi May 2025

Histodx: Revolutionizing Breast Cancer Diagnosis Through Advanced Imaging Techniques, Wishal Arshad, Thhreem Masrood, H. M. Shahzhad, 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 ( 50×50 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 …


Forecasting Turkish Lira Via Combination Of Ann And Econometrics Approaches -An Emerging Market Case Study, Muhammad Asadullah, Nayab Jumani May 2025

Forecasting Turkish Lira Via Combination Of Ann And Econometrics Approaches -An Emerging Market Case Study, Muhammad Asadullah, Nayab Jumani

Business Review

This study aims to forecast the Turkish Lira to US Dollar exchange rate from January 2011 to December 2024, withholding the 2024 data for forecasting. The study utilizes four econometric models (ARIMA, Naïve, exponential smoothing, and NARDL) along with one Artificial Neural Network model (ANN). It heeds the recommendation of Poon and Granger (2003) to combine these models and assess their predictive accuracy using two methods: equal-weights and variance-covariance. The study finds that the combined model outperforms individual models in predicting the exchange rate. The fusion of ANN and NARDL emerges as particularly effective in forecasting the Turkish Lira's performance. …


Tax Trends, Nicholas J. Fiore May 2025

Tax Trends, Nicholas J. Fiore

Tax Adviser

No abstract provided.


Washington Report: Major Efforts Of Tax Forms Subcommittee Recognized, Kenneth F. Thomas, Edward S. Karl May 2025

Washington Report: Major Efforts Of Tax Forms Subcommittee Recognized, Kenneth F. Thomas, Edward S. Karl

Tax Adviser

No abstract provided.


Transfers Of Interests In Public Limited Partnerships And The Collapsible Partnership Rules: A Planning Pitfail, Michael H. Hoeflich May 2025

Transfers Of Interests In Public Limited Partnerships And The Collapsible Partnership Rules: A Planning Pitfail, Michael H. Hoeflich

Tax Adviser

No abstract provided.


Who Should Take Responsibility For Artificial Intelligence Actions And Outcomes? Perception Of Auditors As Users Of Ai Systems, Hanh Hoang Le May 2025

Who Should Take Responsibility For Artificial Intelligence Actions And Outcomes? Perception Of Auditors As Users Of Ai Systems, Hanh Hoang Le

Doctoral Dissertations

As artificial intelligence (AI) systems become increasingly embedded in auditing processes, questions arise regarding how professional auditors perceive and allocate responsibility for AI-assisted decisions. This study investigates the effects of AI explainability and auditors’ perceived autonomy on perceived responsibility in the context of audit decision-making. Drawing on theories of moral responsibility and professional judgment, the study employs a 2x2 experimental design using hypothetical audit scenarios to manipulate levels of AI explainability and auditors’ autonomy. Hierarchical regression analysis reveals that perceived autonomy statistically significantly increases auditors’ perception of responsibility for AI-assisted decisionmaking, whereas AI explainability is not a significant predictor. Additionally, …


The Tax Adviser, Volume 14, Number 11, November 1983, American Institute Of Certified Public Accountants May 2025

The Tax Adviser, Volume 14, Number 11, November 1983, American Institute Of Certified Public Accountants

Tax Adviser

No abstract provided.


Tax Trends, Nicholas J. Fiore May 2025

Tax Trends, Nicholas J. Fiore

Tax Adviser

No abstract provided.


Thumbtax, Lynne E. Faigen May 2025

Thumbtax, Lynne E. Faigen

Tax Adviser

No abstract provided.


Employee Stock Ownership Trusts: An Update, Paul Lieberman May 2025

Employee Stock Ownership Trusts: An Update, Paul Lieberman

Tax Adviser

No abstract provided.


Avoiding Civil Liability In Tax Practice, Frank B. Puryear Jr. May 2025

Avoiding Civil Liability In Tax Practice, Frank B. Puryear Jr.

Tax Adviser

No abstract provided.


Tax Clinic, Roy B. Harrill May 2025

Tax Clinic, Roy B. Harrill

Tax Adviser

No abstract provided.


Income From Early Withdrawal Penalties—An Analysis Of Rev. Rul. 83-60, John S. Kusenberger, Robert T. Mccahill May 2025

Income From Early Withdrawal Penalties—An Analysis Of Rev. Rul. 83-60, John S. Kusenberger, Robert T. Mccahill

Tax Adviser

No abstract provided.


Tax Trends, Nicholas J. Fiore May 2025

Tax Trends, Nicholas J. Fiore

Tax Adviser

No abstract provided.


Washington Report: Tax Division Comments On Sec. 338 Regulations, Kenneth F. Thomas, Margaret Nolan, American Institute Of Certified Public Accountants.Federal Tax Division. Subcommittee On Taxation Of Corporations May 2025

Washington Report: Tax Division Comments On Sec. 338 Regulations, Kenneth F. Thomas, Margaret Nolan, American Institute Of Certified Public Accountants.Federal Tax Division. Subcommittee On Taxation Of Corporations

Tax Adviser

No abstract provided.


Using Predictive Analytics To Reduce Small Business Cost Estimation Error, Diana Solt May 2025

Using Predictive Analytics To Reduce Small Business Cost Estimation Error, Diana Solt

Journal of Applied Packaging Research

Small and medium packaging companies generally employ the use of custom-developed quoting programs to bid goods and services. Custom bid programs (e.g. Excel) are used to capture the company-specific costs of production. The inputs of variable costs, such as machine rate and scrap rate, are critical to get correct; however, companies often rely on educated guesses and industry expertise to quote packaging products to end-users. Due to the guesswork involved there can be a financial difference between the quoted costs and actual costs. This variance is often the cause of significant lost dollars. Price, if not determined correctly, could negatively …


Subject Index 12 Months Ended August 1983, American Institute Of Certified Public Accountants May 2025

Subject Index 12 Months Ended August 1983, American Institute Of Certified Public Accountants

Tax Adviser

No abstract provided.


Tax Trends, Nicholas J. Fiore May 2025

Tax Trends, Nicholas J. Fiore

Tax Adviser

No abstract provided.


Tax Clinic, Frank J. O'Connell Jr. May 2025

Tax Clinic, Frank J. O'Connell Jr.

Tax Adviser

No abstract provided.


Update On Sec. 280a: Home Office And Vacation Home Deductions (Part I), Earl F. Davis, Kenneth H. Heller May 2025

Update On Sec. 280a: Home Office And Vacation Home Deductions (Part I), Earl F. Davis, Kenneth H. Heller

Tax Adviser

No abstract provided.


The Tax Adviser, Volume 14, Number 8, August 1983, American Institute Of Certified Public Accountants May 2025

The Tax Adviser, Volume 14, Number 8, August 1983, American Institute Of Certified Public Accountants

Tax Adviser

No abstract provided.


Preoperating Expenses: Sec. 195 Does Not Resolve Conflicting Judicial Views, Sally M. Jones, Anna C. Fowler May 2025

Preoperating Expenses: Sec. 195 Does Not Resolve Conflicting Judicial Views, Sally M. Jones, Anna C. Fowler

Tax Adviser

No abstract provided.


Tax Benefit Rule: The Supreme Court Expands Its Scope The, Edward J. Schnee, Debra M. White May 2025

Tax Benefit Rule: The Supreme Court Expands Its Scope The, Edward J. Schnee, Debra M. White

Tax Adviser

No abstract provided.


The Tax Adviser, Volume 14, Number 7, July 1983, American Institute Of Certified Public Accountants May 2025

The Tax Adviser, Volume 14, Number 7, July 1983, American Institute Of Certified Public Accountants

Tax Adviser

No abstract provided.


Tax Trends, Nicholas J. Fiore May 2025

Tax Trends, Nicholas J. Fiore

Tax Adviser

No abstract provided.


Thumbtax, Lynne E. Faigen May 2025

Thumbtax, Lynne E. Faigen

Tax Adviser

No abstract provided.


Washington Report: Tax Division’S Comments On Proposed Regulations Under Sec. 6661, Kenneth F. Thomas, Edward S. Karl, American Institute Of Certified Public Accountants. Federal Tax Division May 2025

Washington Report: Tax Division’S Comments On Proposed Regulations Under Sec. 6661, Kenneth F. Thomas, Edward S. Karl, American Institute Of Certified Public Accountants. Federal Tax Division

Tax Adviser

No abstract provided.


Tax Clinic, Leon M. Nad May 2025

Tax Clinic, Leon M. Nad

Tax Adviser

No abstract provided.


Tax Indexing: A Profound And Needed Change, Jack O. Nutter Ii, George A. Pieler May 2025

Tax Indexing: A Profound And Needed Change, Jack O. Nutter Ii, George A. Pieler

Tax Adviser

No abstract provided.