phd thesis in information technology

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Ph.D. in Information Technology Management Research Topics

Current Ph.D. faculty research programs span a wide range of technology management topics. Examples include:

• Analytics in organizations and social media
• Organizational diffusion, adoption and use of information technologies
• Role of routines and organizational work processes in IT-mediated transformations
• The roles of trust in the adoption of new technology and sharing economy services
• Organizational capabilities, structures and skills for leveraging IT value
• Impacts of IT investments on customer relationship, supply chain and knowledge management
• IT capabilities and the dynamics of competitive action

Publications

Our doctoral students work with faculty members on many intriguing topics. Here are some research projects involving faculty and either current Ph.D. students or graduates:

“Understanding User Participation in Crowdsourced Mobile Apps: A Geo-Spatial Analysis” ( Tae Hun Kim, graduated 2018 ) “Dynamics of Online Word of Mouth Spillover Effects” ( Yen-Yao Wang, graduated 2017 ) “The Effect of Mergers and Acquisitions on Firm Performance: Evidence from Digital Industries” ( Kangkang Qi, graduated 2016 ) “Community Engagement and Collective Evaluation in Crowdfunding” ( Eun Ju Jung, graduated 2015 ) “A Process Theory of Technology Trust Change” ( Peng Liu, graduated 2013 ) “Technology, Humanness and Trust: Rethinking Trust in Technology” ( John Tripp, graduated 2012 ) “The (N)Ever-Changing World: Stability and Change in Organizational Routines” ( Derek Hillison, graduated 2009 ) “How Peripheral Developers Contribute to Open-Source Software Development” ( Pankaj Setia, graduated 2008 ) “Team Documentation Influences Clinic Complexity and Patient Satisfaction” ( Inkyu Kim and Dr. Brian Pentland )

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Information Technology

The Doctorate in Information Technology is in collaboration with the University of Pittsburgh in the U.S.A.  This is a research degree with a strong emphasis on the production of a dissertation leading to the publication of at least one paper in a research journal. The vision of the doctoral program in Information Technology is to combine the disciplines of computer science, business, information systems, software engineering, and telecommunications to develop technology specialists who are uniquely positioned to advance research and practice in contemporary technologies.

• The PhD program in Information Technology at the Siam University offers a curriculum with multidisciplinary emphases in information technology. The program integrates the theory and practice of applied computing, information systems, Internet technologies, and the advances in telecommunications and management of information technology. This is a research degree with a strong emphasis on the production of a dissertation leading to the publication of at least one paper in a research journal. The vision of the doctoral program in Information Technology is to combine the disciplines of computer science, business, information systems, software engineering, and telecommunications to develop technology specialists who are uniquely positioned to advance research and practice in contemporary technologies.

Graduates from the PhD in Information Technology program will have:

• Highly developed research skills relevant to the tasks of problem solving and discovering new knowledge in the field of information technology;
• Advanced comprehensive knowledge and understandings of the key issues relating to the efficient, effective and strategic use of information technologies in organizations;

The time is now

Program details.

Required courses:

• Information System
• Management Information Systems
• Statics In Information Technology
• Strategic Business Management In Information Technology
• Research Method

To complete the D. Degree, students are required to complete a minimum of 69 credits which include the following:

PROGRAM PLAN

PLAN TO STUDY

• Structure of Study Plans Plan A:  Complete at least 69 credits 0f dissertation Plan B:  Complete at least 69 credits 0f coursework and dissertation
• Language English is used in the instruction.
• Duration of Study The PhD in Information Technology program is a 3 years program. Each student must complete all the requirements for the degree with 6 years from the semester of first enrollment. • The academic year consists of two semesters per years, each consisting of no less than 15 weeks.

The Graduate Studies Committee will accept students for admission based on the following criteria:

• An interview in English proficiency.
• Analytical ability in the field of Information Technology
• Graduate record
• Items Required for Applications
• Completed University application forms and identification.
• Two copies of graduate transcripts or evidence of equivalent work.
• Two letters of Reference.
• Three 2-inch full front facial pictures while not wearing glasses or a hat.
• Photo taken within 6 months of application date.
• Two copies of applicant’s national identity card.
• Final acceptance will be the decision of the Graduate Studies Committee, Siam University.

Address:  38 Siam University, Petchkasem Road, Phasi-Chareon District, Bangkok, 10160, Thailand. Email : [email protected] Phone:  +66-2-867-8071 Fax:  +66-2-868-6657 Front Counter Hours:  Mon – Fri (8:30a.m. – 4:30 p.m.)

Strong SIAM Application

38 Phetkasem Road, Phasi Charoen, Bangwa Bangkok, Thailand 10160 Tel – 028678088, 0224570068 Fax – 028686883, 024576657 E-mail – [email protected]

International programs.

• Bachelor in Business Administration
• Bachelor in Hotel & Tourism Management
• Bachelor in Information Technology
• Bachelor in Civil Engineering
• Masters in Business Administration
• Masters in Peace Studies & Diplomacy
• D.B.A. in Business Management
• D.B.A. in Marketing
• Ph.D. in Information Technology

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Digital Commons @ USF > Muma College of Business > School of Information Systems and Management > Theses and Dissertations

School of Information Systems and Management Theses and Dissertations

Theses/dissertations from 2021 2021.

Designing Targeted Mobile Advertising Campaigns , Kimia Keshanian

Informing Complexity: The Business Case for Managing Digital Twins of Complex Process Facilities as a Valuable Asset , William Randell McNair

Designing a Health Coach-Augmented mHealth System for the Secondary Prevention of Coronary Heart Disease , Avijit Sengupta

Impact of Health IT on Practice of Medicine , Deepti Singh

Theses/Dissertations from 2020 2020

Complexities of Data, Tasks and Workflows in Health IT Management , Gaurav Jetley

Understanding the Complex Ethical Landscape of Artificial Intelligence Adoptions , Chrissann R. Ruehle

Theses/Dissertations from 2019 2019

Evaluating Conversation Agent Impact on Student Experience in a Distance Education Course , Grover Walters

Theses/Dissertations from 2018 2018

An Effectual Approach for the Development of Novel Applications on Digital Platforms , Onkar Shamrao Malgonde

Analytics for Novel Consumer Insights (A Three Essay Dissertation) , Utkarsh Shrivastava

Theses/Dissertations from 2017 2017

Essays on Crowdfunding: Exploring the Funding and Post-funding Phases and Outcomes , Onochie Fan-Osuala

Theses/Dissertations from 2016 2016

An Information and Communication Technologies for Development (ICT4D) Decision Framework for Building an Information Economy in Developing Countries: The Case of Palestine , Hasan Nuseibeh

Blind and Visually Impaired Users Adaptation to Web Environments: A Qualitative Study , Raneem Saqr

Theses/Dissertations from 2015 2015

Predictive Analytics of Organizational Decisions and the Role of Rationality , Arash Barfar

Analytics and Healthcare Costs (A Three Essay Dissertation) , Lina Bouayad

Information Technology & Sustainability: An Empirical Study of the Value of the Building Automation System , Daphne Marie Simmonds

Theses/Dissertations from 2014 2014

The Use and Effectiveness of Online Social Media in Volunteer Organizations , Amy J. Connolly

Inter-Organizational Social Network Information Systems: Diagnosing and Design , Matthew T. Mullarkey

Informing Systems, Interventions, and Innovations , William Francis Murphy Jr.

Theses/Dissertations from 2013 2013

Do Personality Tests have a place in Academic Preparation of Undergradute Hospitality Students , Gunce Malan

Applications of Agent Based Approaches in Business: A Three Essay Dissertation , Shankar Prawesh

Theses/Dissertations from 2012 2012

Economic Culture and Trading Behaviors in Information Markets , Khalid Nasser Alhayyan

TagLine: Information Extraction for Semi-Structured Text Elements In Medical Progress Notes , Dezon K. Finch

Learning and Relevance in Information Retrieval: A Study in the Application of Exploration and User Knowledge to Enhance Performance , Harvey Stuart Hyman

Theses/Dissertations from 2010 2010

Contribution to and Use of Online Knowledge Repositories: The Role of Governance Mechanisms , Varol O. Kayhan

Understanding Organizational Adoption Theories Through the Adoption of a Disruptive Innovation: Five Cases of Open Source Software , Delmer Nagy

Organizational Information Markets: Conceptual Foundation and an Approach for Software Project Risk Management , Areej M. Yassin

Theses/Dissertations from 2009 2009

Social Shopping , Rebecca Anderson

Goal Attainment On Long Tail Web Sites: An Information Foraging Approach , James A. Mccart

Theses/Dissertations from 2008 2008

The Impact of Computer Mediated Communication Systems Monitoring on Organizational Communications Content , Carolyn F. Holton

Theses/Dissertations from 2007 2007

Privacy in Database Designs: A Role Based Approach , Gary A. Poe

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Home > FACULTIES > Information & Media Studies (FIMS) > LIS-ETD

Library and Information Science Theses and Dissertations

This collection contains theses and dissertations from the Department of Library and Information Science, collected from the Scholarship@Western Electronic Thesis and Dissertation Repository

Theses/Dissertations from 2022 2022

Recreational nastiness or playful mischief? Contrasting perspectives on internet trolling between news media and avid internet users , Yimin Chen

Discourse, Power Dynamics, and Risk Amplification in Disaster Risk Management in Canada , Martins Oluwole Olu-Omotayo

Folk Theories, Recommender Systems, and Human-Centered Explainable Artificial Intelligence (HCXAI) , Michael Ridley

Theses/Dissertations from 2021 2021

Exploiting Semantic Similarity Between Citation Contexts For Direct Citation Weighting And Residual Citation , Toluwase Victor Asubiaro

The Use of Intimate Partner Violence Websites: Website Awareness, Visibility, Information Quality, Perceived Usefulness, and Frequency of Use , Sze Hang Lee

Theses/Dissertations from 2020 2020

The General Artificial Intellect , Ramon S. Diab

The Public Library as Past Become Space , Greg Nightingale

Making Sense of Online Public Health Debates with Visual Analytics Systems , Anton Ninkov

Information, Employment, and Settlement of Immigrants: Exploring the Role of Information Behaviour in the Settlement of Bangladesh Immigrants in Canada , Nafiz Zaman Shuva

Theses/Dissertations from 2019 2019

Accessibility And Academic Libraries: A Comparative Case Study , Claire Burrows

The Information Practices of New Kadampa Buddhists: From "Dharma of Scripture" to "Dharma of Insight" , Roger Chabot

Narratives of Sexuality in the Lives of Young Women Readers , Davin L. Helkenberg

Strategic and Subversive: The Case of the Disappearing Diaphragm and Women’s Information Practices , Sherilyn M. Williams

Theses/Dissertations from 2018 2018

Informing care: Mapping the social organization of families’ information work in an aging in place climate , Nicole K. Dalmer

A Study of Six Nations Public Library: Rights and Access to Information , Alison Frayne

Information Freedoms and the Case for Anonymous Community , Rachel Melis

Academic Librarians and the Space/Time of Information Literacy, the Neoliberal University, and the Global Knowledge Economy , Karen P. Nicholson

Theses/Dissertations from 2017 2017

Expertise, Mediation, and Technological Surrogacy: A Mixed Method Critical Analysis of a Point of Care Evidence Resource , Selinda Adelle Berg

The E-Writing Experiences of Literary Authors , Kathleen Schreurs

Theses/Dissertations from 2016 2016

Understanding Collaborative Sensemaking for System Design — An Investigation of Musicians' Practice , Nadia Conroy

Laying the Foundation for Copyright Policy and Practice in Canadian Universities , Lisa Di Valentino

Towards Evidence-Informed Agriculture Policy Making: Investigating the Knowledge Translation Practices of Researchers in the National Agriculture Research Institutes in Nigeria , Isioma N. Elueze

Different Approaches for Different Folks , Alexandre Fortier

Creating Context from Curiosity: The Role of Serendipity in the Research Process of Historians in Physical and Digital Environments , Kim Martin

Alternate Academy: Investigating the Use of Open Educational Resources by Students at the University of Lagos in Nigeria , Daniel Onaifo

Theses/Dissertations from 2015 2015

Contentious information: Accounts of knowledge production, circulation and consumption in transitional Egypt , Ahmad Kamal

Multilingual Information Access: Practices and Perceptions of Bi/multilingual Academic Users , Peggy I. Nzomo

Words to Live By: How Experience Shapes our Information World at Work, Play and in Everyday Life , Angela Pollak

Watching Storytelling: Visual Information in Oral Narratives , James Ripley

Theses/Dissertations from 2014 2014

Empowering Women Entrepreneurs in Africa: Investigating Information Access and Use of Information and Communication Technologies by Women-Owned Enterprises in Zambia , Daniel Mumba

Young adults reflect on the experience of reading comics in contemporary society: Overcoming the commonplace and recognizing complexity , Lucia Cederia Serantes

Theses/Dissertations from 2013 2013

Space, Power and the Public Library: A Multicase Examination of the Public Library as Organization Space , Matthew R. Griffis

Knowledge Organization Practices in Everyday Life: Divergent Constructions of Healthy Eating , Jill R. McTavish

Semantics-based Automated Quality Assessment of Depression Treatment Web Documents , Yanjun Zhang

Theses/Dissertations from 2012 2012

Making Sense of Document Collections with Map-Based Visualizations , Olga Buchel

A Critical Historical Analysis of the Public Performance Right , Louis J. D'Alton

Intellectual Property and Its Alternatives: Incentives, Innovation and Ideology , Michael B. McNally

Theses/Dissertations from 2010 2010

The Information Practices of People Living with Depression: Constructing Credibility and Authority , Tami Oliphant

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Theses and Dissertations (School of Computing)

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Recent Submissions

• An animation-based teaching and learning framework for struggling introductory programming students  Ramabu, Tlou James ( 2023-08 ) Introductory programming can be challenging for educators to teach and students to learn. Some students struggle to comprehend introductory programming topics like the uses of assignment, decisions, loops, functions and ...
• Open government alignment for effective e-participation  Gegana, Siyabulela ( 2023-09-12 ) The introduction of electronic-participation initiatives in a form of involving community in various countries yielded positive results as compared to traditional mechanisms; more people are engaging government departments ...
• An information security framework for reducing information security costs and sustaining information security culture  Govender, Sunthoshan G. ( 2023-06-13 ) As the velocity and volume of data breaches increases, information security is a cornerstone to the sustainability of business functionality in organisations. The focus of traditional information security has been to ...
• A model to integrate ICT into the risk management process in the Public Sector: the Department of Water and Sanitation case study  Bam, Phathiswa ( 2023-07 ) Information and Communication Technology (ICT) can be defined as a form of technology that provides access to information through platforms of telecommunication. Risk management is a process of identifying, assessing, and ...
• Assessing the risk factors associated with potential failure modes in the software development process  Lawal, Bashiru ( 2023-01 ) Poor management attitude has been identified as the major challenge to software project management. Lack of knowledge and understanding of other pertinent risk factor dimensions in software projects (such as potential ...
• Open data accessibility mechanisms for tourism development in South Africa  Bala, Siviwe Gladstone ( 2023-01-26 ) Across the world, governments and local authorities are releasing open data with the conviction that the action of publishing open data may result in a new untapped asset that can promote positive social change and economic ...
• A coordinated communication and awareness approach towards the enhancement of information security incident management : an empirical study of Ethiopian organisations  Elias Worku Wordofa ( 2023-08-04 ) Information Security Incident Management is an essential process within an organisational context, as it provides a strategic approach towards monitoring and containing incidents and vulnerabilities. The coordination ...
• Collaborative and corroborative semantic web service monitoring  Makitla, Mokone Ishmael ( 2022-10 ) Service Oriented Computing has emerged as a promising computing paradigm for Internet-scale distributed applications built around services as primary building blocks. Such Internet-scale computing relies heavily on the ...
• A methodology for computer-supported collaborative learning for graduate computing research students' argumentation skills development  Van der Merwe, Petronella ( 2023-02 ) Presenting a well-formulated research argument is a core competency which a graduate student has to acquire in the course of his/her learning journey. The mere availability of the technology platforms provided in open ...
• Implementation of e-health interoperability in developing country contexts : the case of Zimbabwe  Muhonde, Mary ( 2023-06-12 ) The provision of information technology-enabled healthcare services (e-health) has been adopted by numerous public and private facilities in both developing nations and advanced nations. However, one of the obstacles to ...
• Cyber-attack avoidance behaviour in District Health Information System (DHIS) : a case of Tshwane district healthcare centres  Netshishivhe, Thetshelesani Angel ( 2023-03-07 ) Implementing effective cyber-security controls in e-health systems in South Africa, especially those used in hospitals, will help prevent cyber-attacks and protect sensitive data. This study aimed to determine the effective ...
• Modelling a multi-channel messaging framework: a machine learning approach  Salami, Olusola ( 2023-01 ) Multi-channel messaging (MCM) systems have been implemented to integrate heterogeneous messaging channels for message delivery to Financial Services Institutions (FSIs) customers worldwide. However, implementations ...
• A framework for evaluating the user experience of digital moderation systems in the South African secondary school environment  Rajamany, Vanitha ( 2023-03-03 ) The continued emphasis on education quality amidst the accelerating pace of technological developments, which create new opportunities, expectations, and challenges in the teaching and learning environment, requires ...
• A school management system interoperability maturity (SMSIM) model for schools in South Africa  Maremi, Keneilwe ( 2022-02 ) This qualitative study applied the exploratory Delphi expert reviews as a strategy through the research onion of Saunders, Lewis and Thornhill (2016) to explore School Management Systems (SMS) and how they can be ...
• Exploring the application of gamification in the software development process  Lesley, Lutendo ( 2022-10 ) The purpose of this study is to investigate the use of game elements in software development teams and their impact on the software development process in South African financial institutions. The study was instigated by ...
• A framework for implementation of smart card technology in public healthcare  Malungana, Lario ( 2023-03 ) The proliferation of information and communication technology (ICT) in numerous public administration sectors has accelerated the transition of government departments from traditional work into work that is highly ...
• Towards specification formalisms for data warehouse systems design  Mbala, Isaac Nkongolo ( 2022-07 ) Several studies have been conducted on formal methods; however, few of these studies have used formal methods in the data warehousing area, specifically system development. Many reasons may be linked to that, such as ...
• The relationship between students' e-skills competencies and the usability problems they experience when using a learning management system in an open distance learning environment  Mabila, Jabulisiwe ( 2013-06 ) Computer literacy or e-Skills is one of the recommended competencies for graduateness besides analytical, problem solving, writing, social awareness and responsibility skills. As Learning Management Systems become ubiquitous ...
• Persuasive technology and user experience design guidelines to motivate users for autonomous learning on a digital learning platform in the context of a corporate environment in South Africa  Mongadi, Jacob Thabo ( 2022-12-22 ) Organisations are increasingly relying on digital platforms for autonomous learning for skills development. The COVID-19 pandemic has forced many employees to work from home, and as a result, the use of autonomous ...
• Church technological growth and sustainability: insight from system dynamics  Matobobo, Courage ( 2022-10-28 ) Religious organisations that have realised the importance of ICTs are increasingly adopting and using various technologies to spread evangelism while seeking to grow membership. Currently, a few studies evaluating the ...

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PhD Thesis Proposal Topics in Information Technology

In recent years, a lot of PhD pupils stuck in the initial phase. In spite of the ins and outs, the main reason is  IT has a wide range of domains . And so, we have a  pool of proposal topics  for IT as well as CSE pupils. 

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PhD thesis proposal topics in information technology  will give you  a unique work  that has its own  gifts . Our experts will give a thesis that is not alive but will  live forever in your mind . You can  fill  your study book  with amazing stories  when you work with us.

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Now that you work with us, we will help you to focus on your work. Our experts will also make your thesis as a grand one comparable to other works. On seeing that, many people will get the urge to do research works.

Up-to-the-minute PhD thesis proposal topics in information technology are listed here,

Set – 1.

Machine learning

• Statistical and reinforcement learning
• Hybridization of ML and DL techniques
• Fuzzy and Bayesian theories
• Parallel learning approaches
• Multi-task and Active learning

Artificial Intelligence

• Control theory and computer vision
• Brain-computer interface system
• Natural language processing
• Speech and also character recognition
• Quantum computation and information
• Document recognition and analysis
• Biometrics analysis for cybersecurity

SET – 2

Blockchain technology

• Blockchain for network and cloud forensic
• Smart contracts for data provenance
• Cross-Blockchain systems
• Side chains and channel security
• Interoperability of Blockchain and also IoT
• And also Lightweight Blockchain design

Data analytics and web optimization

• Energy efficient Big data computing
• Social web search and mining
• Data processing techniques
• Automated and domain-driving extraction
• Semantic web optimization

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Home > School, College, or Department > MCECS > ETM > Dissertations and Theses

Engineering and Technology Management Dissertations and Theses

Theses/dissertations from 2023 2023.

Fintech and Entrepreneurship: An Assessment Model to Evaluate Policy Instruments for Fintech Adoption by Small and Medium Enterprises (SMEs) , Deemah Abdullah Alassaf

Organizational Readiness Assessment for Fraud Detection and Prevention: Case of Airlines Sector and Electronic Payment , Sultan Ayed Alghamdi

An Evaluation of the Effectiveness of Innovation Ecosystems in Facilitating the Adoption of Sustainable Entrepreneurship , Dana Sami Bakry

Assessment of the Omni-Channel Adoption for the Management of Emergence Technologies in Food Retailing During and After the Era of COVID-19 , Esraa Bukhari

A Hierarchical Decision Model to Evaluate Healthcare Organization's Readiness to Implement Clinical Decision Support Systems , Mohammed Oussama Laraichi

Theses/Dissertations from 2022 2022

Developing an Assessment Model for Entrepreneurship Ecosystems Using Hierarchical Decision Model: Case Study of Riyadh City , Mustafa Kamal Almuzel

Scenario Acceleration Through Automated Modelling: A Method and System for Creating Traceable Quantitative Future Scenarios Based on FCM System Modeling and Natural Language Processing , Christopher W.H. Davis

An Assessment Model of the Healthcare Entrepreneurship Ecosystem to Foster Solutions for Underserved Communities , Abdalilah Saleh Owaishiz

Maturity Model for Customer-Centric Approach in Enterprise: The Case of E-commerce and Online Retail Industry , Soheil Zarrin

Theses/Dissertations from 2021 2021

Assessment of the Blockchain Technology Adoption for the Management of the Electronic Health Record Systems , Saeed Mohammed Alzahrani

Information Security Maturity Model for Healthcare Organizations in the United States , Bridget Joan Barnes Page

Perceived Value of Technology Product Features by Crowdfunding Backers: The Case of 3D Printing Technology on Kickstarter Platform , Nina Chaichi

Technology Management Maturity Assessment Model in Healthcare , Amir Shaygan

Theses/Dissertations from 2020 2020

Exploring Policies and Strategies for the Diffusion of Remote Patient Monitoring (RPM) for the Care of Senior Population , Hamad Asri Alanazi

Achieving High Reliability Organizations Using Fuzzy Cognitive Maps - the Case of Offshore Oil and Gas , Ahmed A. Alibage

An Assessment of the Decision-Making Units' Efficiency in Service Systems , Maoloud Yakhlif Dabab

Evaluating R&D Projects in Regulated Utilities: the Case of Power Transmission Utilities , Edwin Garces

A Scoring Model to Evaluate Offshore Oil Projects: Case of Eni and Mellitah Oil & Gas , Abdulhakim Giadedi

Determinants of Green Purchase Intentions of Saudi Consumers , Amani Mohammed Kaadoor

A Market Diffusion Potential (MDP) Assessment Model for Residential Energy Efficient (EE) Technologies in the U.S. , Momtaj Khanam

Exploring the Factors Influencing Big Data Technology Acceptance , Mohammad Nayemur Rahman

Determinants of Student Information Technology Adoption , Hans P. VanDerSchaaf

Narrowing the Cognitive Distance Between Engineers and Customers: a Novel Approach, Based on Fuzzy Cognitive Mapping , Byung Sung Yoon

Theses/Dissertations from 2019 2019

Development of a Readiness Assessment Model for Evaluating Big Data Projects: Case Study of Smart City in Oregon, USA , Husam Ahmad Barham

Evaluating Project Assessment Techniques for High-Profile Transportation Projects Development and Delivery: Case of State Departments of Transportation (DOTs) in the United States , Rafaa Ibrahim Khalifa

A Scoring Model to Assess Organizations' Technology Transfer Capabilities: the Case of a Power Utility in the Northwest USA , João Ricardo Lavoie

Theses/Dissertations from 2018 2018

Achieving Organizational Ambidexterity: an Exploratory Model, Using Fuzzy Cognitive Maps , Yasser Alizadeh

Exploring Technology Forecasting and its Implications for Strategic Technology Planning , Yonghee Cho

Assessment of Technology Adoption Potential of Medical Devices: Case of Wearable Sensor Products for Pervasive Care in Neurosurgery and Orthopedics , Liliya Stepanivna Hogaboam

Opportunity Identification for New Product Planning: Ontological Semantic Patent Classification , Farshad Madani

Developing a Mixed-Methods Method to Model Elderly Health Technology Adoption with Fuzzy Cognitive Map, and its Application in Adoption of Remote Health Monitoring Technologies by Elderly Women , Noshad Rahimi

Assessment of Policy Alternatives for Mitigation of Barriers to EV Adoption , Bilgehan Yildiz

Theses/Dissertations from 2017 2017

Technology Assessment Model of Developing Geothermal Energy Resources for Supporting Electrical System: the Case for Oregon , Ahmed Shehab Alshareef

Technology Planning for Aligning Emerging Business Models and Regulatory Structures: the Case of Electric Vehicle Charging and the Smart Grid , Kelly R. Cowan

Development of a Technology Transfer Score for Evaluating Research Proposals: Case Study of Demand Response Technologies in the Pacific Northwest , Judith Estep

Theses/Dissertations from 2016 2016

Consistency Analysis for Judgment Quantification in Hierarchical Decision Model , Mustafa Sulaiman Abbas

Exploratory Study of the Adoption and Use of the Smartphone Technology in Emerging Regions: Case of Saudi Arabia , Fahad Abdulaziz Aldhaban

A Measurement System for Science and Engineering Research Center Performance Evaluation , Elizabeth Carole Gibson

Developing a Hierarchical Decision Model to Evaluate Nuclear Power Plant Alternative Siting Technologies , Marwan Mossa Lingga

Theses/Dissertations from 2015 2015

Technological Forecasting Based on Segmented Rate of Change , Dong-Joon Lim

Network Structure, Network Flows and the Phenomenon of Influence in Online Social Networks: An Exploratory Empirical Study of Twitter Conversations about YouTube Product Categories , Nitin Venkat Mayande

Theses/Dissertations from 2014 2014

Evaluation of Energy Policy Instruments for the Adoption of Renewable Energy: Case of Wind Energy in the Pacific Northwest U.S. , Remal Abotah

An Assessment Model for Energy Efficiency Program Planning in Electric Utilities: Case of the Pacific of Northwest U.S.A. , Ibrahim Iskin

Participation in Technology Standards Development: A Decision Model for the Information and Communications Technology Industry , Ramin Neshati

Exploring Capability Maturity Models and Relevant Practices as Solutions Addressing IT Service Offshoring Project Issues , Rosine Hanna Salman

Multi-Perspective Technology Assessment to Improve Decision Making: A Novel Approach Using Fuzzy Cognitive Mapping for a Large-Scale Transmission Line Upgrade , Richard Chad Sperry

Green Index: Integration of Environmental Performance, Green Innovativeness and Financial Performance , Ilknur Mary Joy Nirmala Tekin

Theses/Dissertations from 2013 2013

An Investigation of Fast and Frugal Heuristics for New Product Project Selection , Fatima Mohammed Albar

Extending Technology Roadmap through Fuzzy Cognitive Map-based Scenarios: The Case of the Wind Energy Sector of Pakistan , Muhammad Amer

Developing a Strategic Policy Choice Framework for Technological Innovation: Case of Chinese Pharmaceuticals , Leong Chan

The Impact of Social Capital on Innovation Intermediaries , Songphon Munkongsujarit

Innovation Measurement: a Decision Framework to Determine Innovativeness of a Company , Kenny Phan

The Impact of Knowledge Inflows on the Performance of National Laboratories in Technological Latecomer Countries , Pattravadee Ploykitikoon

Assessment of Solar Photovoltaic Technologies Using Multiple Perspectives and Hierarchical Decision Modeling , Nasir Jamil Sheikh

Bridging the Missing Link between "Top-down" and "Bottom-up": A Strategic Policy Model for International Collaboration in Science and Technology , Pattharaporn Suntharasaj

Strategic Evaluation of University Knowledge and Technology Transfer Effectiveness , Thien Anh Tran

Theses/Dissertations from 2012 2012

Examining Health Information Technology Implementations: Case of the Patient-Centered Medical Home , Nima A. Behkami

Theses/Dissertations from 2011 2011

Study of the Performance and Characteristics of U.S. Academic Research Institution Technology Commercialization (ARITC) , Jisun Kim

Theses/Dissertations from 2009 2009

A Systematic Approach to Developing National Technology Policy and Strategy for Emerging technologies , Pisek Gerdsri

Theses/Dissertations from 2004 2004

Technology Forecasting Using Data Envelopment Analysis , Oliver Lane Inman

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College of engineering, ph.d. dissertation defense - yash-yee logan.

Title:   Data-Centric Approaches for Exploiting Meta-Information and Mitigating Model Regression to Aid Neural Networks Committee: Dr. Aaron Lanterman, ECE, Chair, Advisor Dr. Vince Calhoun, ECE Dr. May Wang, BME Dr. David Anderson, ECE Dr. Pamela Bhatti, ECE  

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MEMP PhD Thesis Defense (12:00pm): Christian Landeros

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MIT E25-119/121 45 Carleton Street, Cambridge, MA 02142 and Zoom (See below for full information)

Machine-Guided Biopsy Analysis in Oncology: Facilitating Diagnostic Access and Biomedical Discovery Through Deep Learning

Oncology researchers have long understood the critical role of disease heterogeneity in shaping patient outcomes and treatment responses. Patient datasets now encompass a wide range of imaging, molecular, and genetic information in an effort to provide more personalized and targeted care. In this thesis, we outline three case studies examining the role deep learning can play in interpreting and utilizing complex biomedical data. In the first case, we employ neural networks to replace computationally intensive image processing steps in a point-of-care HPV diagnostic device, facilitating its deployment to resource-limited settings. In the second, we develop a comprehensive computational pipeline for cyclic fluorescent microscopy. We identify key immune cell subpopulations in head and neck cancer biopsies to better understand the tumor microenvironment’s influence on disease progression and treatment response. Our third study tackles the analysis of much larger gigapixel-sized digital histology images from breast cancer biopsies. We establish a two-step approach that i) uses self-supervised learning to encode small-scale histological details into robust representations and ii) applies a transformer model to these representations to evaluate larger-scale histological patterns. Our model successfully distinguished patients with high-risk genetic profiles from histology alone and provided visualization tools to highlight slide regions most closely associated with a high risk of cancer recurrence. In doing so, we set the stage for deep learning to serve as an alternative to expensive genetic testing as well as a tool for illuminating previously unidentified markers of recurrence risk. These studies underscore deep learning’s versatility in oncology, streamlining the integration of complex datasets into clinical workflows and broadening access to state-of-the-art personalized care.

Thesis Supervisor: Hakho Lee, PhD Professor of Radiology, HMS; Director of the Biomedical Engineering Program at the Center for Systems Biology, MGH

Thesis Committee Chair: Collin M. Stultz, MD, PhD Nina T. and Robert H. Rubin Professor, Electrical Engineering & Computer Science and Institute for Medical Engineering & Science; Co-Director, Harvard-MIT Health Sciences & Technology; Associate Director, Institute for Medical Engineering and Science, MIT

Thesis Reader: Amy Ly, MD Associate Professor of Pathology, HMS; Assistant Pathologist, MGH

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Zoom invitation – 

Christian Landeros is inviting you to a scheduled Zoom meeting.

Topic: Christian Landeros MEMP PhD Thesis Defense Time: Monday, April 29, 2024, 12:00 PM Eastern Time (US and Canada)

Your participation is important to us: please notify  hst [at] mit.edu (hst[at]mit[dot]edu) , at least 3 business days in advance, if you require accommodations in order to access this event.

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