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Articles 1 - 5 of 5
Full-Text Articles in Education
Enhanced Breast Cancer Tumor Classification Using Mobilenetv2: A Detailed Exploration On Image Intensity, Error Mitigation, And Streamlit-Driven Real-Time Deployment, Aaditya Surya, Aditya Keshary Shah, Subash Tarun Sasikumar, Jarnell Kabore
Enhanced Breast Cancer Tumor Classification Using Mobilenetv2: A Detailed Exploration On Image Intensity, Error Mitigation, And Streamlit-Driven Real-Time Deployment, Aaditya Surya, Aditya Keshary Shah, Subash Tarun Sasikumar, Jarnell Kabore
Butler Journal of Undergraduate Research
This research introduces a sophisticated transfer learning model based on Google’s MobileNetV2 for breast cancer tumor classification into normal, benign, and malignant categories, utilizing a dataset of 1576 ultrasound images (265 normal, 891 benign, 420 malignant). The model achieves an accuracy of 0.82, precision of 0.83, recall of 0.81, ROC-AUC of 0.94, PR-AUC of 0.88, and MCC of 0.74. It examines image intensity distributions and misclassification errors, offering improvements for future applications. Addressing dataset imbalances, the study ensures a generalizable model. This work, using a dataset from Baheya Hospital, Cairo, Egypt, compiled by Walid Al- Dhabyani and colleagues (2020), emphasizes …
Investigating The Effectiveness Of Problem-Based Learning In 3d Virtual Worlds. A Preliminary Report On The Hadrian’S Villa Project, Lee Taylor-Helms, Lynne. Kvapil, John Fillwalk, Bernard Frischer
Investigating The Effectiveness Of Problem-Based Learning In 3d Virtual Worlds. A Preliminary Report On The Hadrian’S Villa Project, Lee Taylor-Helms, Lynne. Kvapil, John Fillwalk, Bernard Frischer
Scholarship and Professional Work - LAS
This paper discusses a recent study to test the effectiveness of combining 3D virtual worlds (VWs) with Problem Based Learning (PBL) in archaeological education of undergraduate college students at two American universities. The testbed used was a virtual world of Hadrian’s Villa at Tivoli (Italy), a World Heritage Site dating to the reign of Hadrian (117-138 CE). At both universities courses were offered on the villa using a PBL approach in such a way that the relative strengths and weaknesses of learning based on face-to-face, 2D, and VW presentations could be assessed. The study helped to clarify ways in which …
Introductory Courses, Student Ethos, And Living The Life Of The Mind, Marshall W. Gregory
Introductory Courses, Student Ethos, And Living The Life Of The Mind, Marshall W. Gregory
Scholarship and Professional Work - LAS
In considering how curriculum and teaching influence education, it is revealing to note that most faculty members treat curriculum the way bankers treat investments. They generally spend much time, planning, and careful thought on curricular matters--reasoning here, analyzing there, relying on experience, and carefully considering both the long-term and short-term dividends of knowledge--but when it comes to teaching, many faculty members operate less like bankers and more like barnstormers, flying by the seat of their pants and guiding themselves primarily by instinct or by repeating whatever worked yesterday. Few teachers feel that they have either the intellectual or professional grasp …
Using A Jury Simulation As A Classroom Exercise, Robert B. Bennett, Jordan H. Leibman, Richard Fetter
Using A Jury Simulation As A Classroom Exercise, Robert B. Bennett, Jordan H. Leibman, Richard Fetter
Scholarship and Professional Work - Business
The authors' empirical research project considers the effects of differences in actual legal rules on jury decisions and, concurrently, gives business students the opportunity to participate in a realistic jury experience. The project uses actual trial evidence to produce a videotaped simulated trial presentation thereby insuring that the testimony, legal arguments, jury instructions and facts are realistic. To date, approximately 2,000 business students have participated in the simulation, under the supervision of 13 different Academy members at 11 different universities. This article describes the project and its curricular benefits within the context of an introductory course in law.
Writing To Learn Business Law, Robert B. Bennett, William K. Templeton
Writing To Learn Business Law, Robert B. Bennett, William K. Templeton
Scholarship and Professional Work - Business
Robert Bennett and William Templeton's contribution to Journal of Legal Studies Education, vol. 13, 2.