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Perspectives On Determinism In Quantum Mechanics: Born, Bohm, And The “Quantal Newtonian” Laws, Viraht Sahni Dec 2022

Perspectives On Determinism In Quantum Mechanics: Born, Bohm, And The “Quantal Newtonian” Laws, Viraht Sahni

Publications and Research

Quantum mechanics has a deterministic Schrödinger equation for the wave function. The Göttingen–Copenhagen statistical interpretation is based on the Born Rule that interprets the wave function as a “probability amplitude.” A precept of this interpretation is the lack of determinism in quantum mechanics. The Bohm interpretation is that the wave function is a source of a field experienced by the electrons, thereby attributing determinism to quantum theory. In this paper, we present a new perspective on such determinism. The ideas are based on the equations of motion or “Quantal Newtonian” Laws obeyed by each electron. These Laws, derived from …


Correlation Of Road Network Structure And Urban Mobility Intensity: An Exploratory Study Using Geo-Tagged Tweets, Li Geng, Ke Zhang Dec 2022

Correlation Of Road Network Structure And Urban Mobility Intensity: An Exploratory Study Using Geo-Tagged Tweets, Li Geng, Ke Zhang

Publications and Research

Urban planners have been long interested in understanding how urban structure and activities are mutually influenced. Human mobility and economic activities naturally drive the formation of road network structure and the accessibility of the latter shapes the patterns of movement flow across urban space. In this paper, we perform an exploratory study on the relationship between the street network structure and the intensity of human movement in urban areas. We focus on two cities and we utilize a dataset of geo-tagged tweets that can form a proxy to urban mobility and the corresponding street networks as obtained from OpenStreetMap. We …


Design, Concept, And Visualization Of Urban Multi-Level Growing Table Systems In Hyper Urban Areas, Aaryan Manoj Nair, Shaheed Mohammed, Omar Rahama Dec 2022

Design, Concept, And Visualization Of Urban Multi-Level Growing Table Systems In Hyper Urban Areas, Aaryan Manoj Nair, Shaheed Mohammed, Omar Rahama

Publications and Research

As of a 2019 study conducted by the National Urban Gardening Program (National Urban Gardening Program), urban farming accounts for approximately 19% of the total national farming output and is expected to triple to almost 45% by 2025. There is intensive research being conducted on aspects of reduced recidivism, communal health benefits, natural carbon capture systems, improved urban ecology and the necessity for reducing the carbon footprint of food, (informally dubbed “food miles”) there is little substantive research on optimisation, and maximation of crop productivity in hyper-urban areas.

The purpose of this report is to understand the functionalities of urban …


Occupational Depression In Italy: Associations With Health, Economic, And Work-Life Characteristics, Renzo Bianchi, Caterina Fiorilli, Giacomo Angelini, Nicoletta Dozio, Carlo Palazzi, Gloria Palazzi, Benedetto Vitiello, Irvin Sam Schonfeld Dec 2022

Occupational Depression In Italy: Associations With Health, Economic, And Work-Life Characteristics, Renzo Bianchi, Caterina Fiorilli, Giacomo Angelini, Nicoletta Dozio, Carlo Palazzi, Gloria Palazzi, Benedetto Vitiello, Irvin Sam Schonfeld

Publications and Research

Background: The Occupational Depression Inventory (ODI) reflects a new approach to job-related distress centered on work-attributed depressive symptoms. The instrument was developed with reference to the characterization of major depression found in the DSM-5. The ODI has been validated in English, French, and Spanish. This study (a) investigated the psychometric and structural properties of the ODI’s Italian version and (b) inquired into the nomological network of occupational depression. Methods: A convenience sample of 963 employed individuals was recruited in Italy (69.9% female; mean age = 40.433). We notably relied on exploratory structural equation modeling bifactor analysis, common-practice …


A Non-Invasive Artificial Intelligence Approach For The Prediction Of Human Blastocyst Ploidy: A Retrospective Model Development And Validation Study, Josue Barnes, Matthew Brendel, Vianne R. Gao, Suraj Rajendran, Junbum Kim, Qianzi Li, Jonas E. Malmsten, Jose T. Sierra, Pantelis Zisimopoulos, Alexandros Sigaras, Pegah Khosravi, Marcos Meseguer, Qiansheng Zhan, Zev Rosenwaks, Olivier Elemento, Nikica Zaninovic, Iman Hajirasouliha Dec 2022

A Non-Invasive Artificial Intelligence Approach For The Prediction Of Human Blastocyst Ploidy: A Retrospective Model Development And Validation Study, Josue Barnes, Matthew Brendel, Vianne R. Gao, Suraj Rajendran, Junbum Kim, Qianzi Li, Jonas E. Malmsten, Jose T. Sierra, Pantelis Zisimopoulos, Alexandros Sigaras, Pegah Khosravi, Marcos Meseguer, Qiansheng Zhan, Zev Rosenwaks, Olivier Elemento, Nikica Zaninovic, Iman Hajirasouliha

Publications and Research

Summary

Background

One challenge in the field of in-vitro fertilisation is the selection of the most viable embryos for transfer. Morphological quality assessment and morphokinetic analysis both have the disadvantage of intra-observer and inter-observer variability. A third method, preimplantation genetic testing for aneuploidy (PGT-A), has limitations too, including its invasiveness and cost. We hypothesised that differences in aneuploid and euploid embryos that allow for model-based classification are reflected in morphology, morphokinetics, and associated clinical information.

Methods

In this retrospective study, we used machine-learning and deep-learning approaches to develop STORK-A, a non-invasive and automated method of embryo evaluation that uses artificial …


Effectiveness And Safety Of Direct Oral Anticoagulants Among Patients With Non-Valvular Atrial Fibrillation And Multimorbidity, Amol Dhamane, Mauricio Ferri, Allison V. Keshishian, Cristina Russ, Nipun Atreja, Cynthia Gutierrez, Birol Emir, Huseyin Yuce, Manuela Di Fusco Dec 2022

Effectiveness And Safety Of Direct Oral Anticoagulants Among Patients With Non-Valvular Atrial Fibrillation And Multimorbidity, Amol Dhamane, Mauricio Ferri, Allison V. Keshishian, Cristina Russ, Nipun Atreja, Cynthia Gutierrez, Birol Emir, Huseyin Yuce, Manuela Di Fusco

Publications and Research

Introduction

In the USA, there is a steady rise of atrial fibrillation due to the aging population with increased morbidity. This study evaluated the risk of stroke/systemic embolism (S/SE) and major bleeding (MB) among elderly patients with non-valvular atrial fibrillation (NVAF) and multimorbidity prescribed direct oral anticoagulants (DOACs).

Methods

Using the CMS Medicare database, a retrospective observational study of adult patients with NVAF and multimorbidity who initiated apixaban, dabigatran, or rivaroxaban from January 1, 2012 to December 31, 2017 was conducted. High multimorbidity was classified as having ≥ 6 comorbidities. Cox proportional hazard models were used to evaluate the hazard …


Open Educational Resources Adoption Reduces Textbook Costs Without Sacrificing Student Performance In Business And Economics Courses At A Community College, Dorina Tila, Dawn Levy Dec 2022

Open Educational Resources Adoption Reduces Textbook Costs Without Sacrificing Student Performance In Business And Economics Courses At A Community College, Dorina Tila, Dawn Levy

Publications and Research

This study analyzed the possibility of saving on textbook costs without sacrificing student performance by using Open Educational Resources (OER) at no cost to students as a replacement for high-priced commercially printed books. Approximately two hundred students enrolled in business and economics courses at Kingsborough Community College of the City University of New York from Fall 2016 to Fall 2018 were assessed in this study. Using summative assessments and course grades as a measure of students’ performance, the findings showed that students in courses using OER as compared to students in the same subject area using traditional textbooks perform equally …


​​Pr 101: A Resource For New Public Relations Professionals, Ilana M. Weinberger Dec 2022

​​Pr 101: A Resource For New Public Relations Professionals, Ilana M. Weinberger

Publications and Research

The field of public relations (PR) is often misunderstood, despite the fact that it is a growing field (Fawkes, 2018). New employees enter the field of PR every year, whether as new graduates or as those making a career change, yet the intricacies of working in PR are not generally taught in the classroom (Meganck, Smith & Guidry, 2020). Most people do not have a solid understanding of what PR professionals do on a day-to-day basis, and in fact, many of those entering the field don’t either. They may think that PR is simply social media management, or even confuse …


Spatial Metaphors In Introductory Statements Of Humanities And Stem Disciplines: A Study Of English And Mechanical Engineering Departments, Olalekan T. Adepoju Dec 2022

Spatial Metaphors In Introductory Statements Of Humanities And Stem Disciplines: A Study Of English And Mechanical Engineering Departments, Olalekan T. Adepoju

Publications and Research

Advances in higher education, specifically in science and technology, have engendered a significant shift of interest from a mainly liberal arts curriculum to STEM-related fields of study, creating a rift in the value systems undergirding the two academic domains. One of the ways the disciplinary disparity is institutionally expressed is through the language used in describing the core values of these disciplines, specifically in the introductory statements of departments. Using the lens of spatial metaphor to consider how the language expresses distinct realities that align with the public perceptions of the disciplines, this paper examines the metaphorical framings in the …


Hyperemployment: Alienated Activity, Aestheticized Precarity, And Disillusioned Techno-Optimism, Julie K. Smitka Dec 2022

Hyperemployment: Alienated Activity, Aestheticized Precarity, And Disillusioned Techno-Optimism, Julie K. Smitka

Publications and Research

This brief reflection aims to typify hyperemployment in the digital economy as social reproduction via alienated activity, illustrate its aestheticization of precarity, and elucidate its perpetuation by techno-optimism.


An Event-Without-Witness: A Nietzschean Theory Of The Digital Will To Power As The Will To Temporalize, Talha Issevenler Dec 2022

An Event-Without-Witness: A Nietzschean Theory Of The Digital Will To Power As The Will To Temporalize, Talha Issevenler

Publications and Research

This article offers a Nietzschean theory of digital will to power to conceptualize the temporality of social media feeds run by algorithms. Stylistic and methodological temporalities of Nietzsche are discussed as well as their influence in subsequent social theory of political technologies. The paradox of heavy investment in both subjective expression and nonhuman temporalization in social media milieus is addressed with the concept of an event-without-witness drawn from Nietzsche’s account of himself as the solitary thinker of catastrophe of nihilism and psychoanalytical and deconstructive literatures on the catastrophes of the 20th century. Nietzsche’s fundamental resistance to and fascination with the …


Theorizing, Bounded Rationality, And Expertise: Cognitive Sociology And The Quasi-Realism Of Problem-Solving As A Course Of Activity, Michael W. Raphael Dec 2022

Theorizing, Bounded Rationality, And Expertise: Cognitive Sociology And The Quasi-Realism Of Problem-Solving As A Course Of Activity, Michael W. Raphael

Publications and Research

The question facing sociology is whether it is a field or a discipline. If it is a field, then there is no need for theorizing. However, if sociology is a discipline, then problem-solving cannot be disentangled from theorizing without a loss of intelligibility – the inability to explain the social as the concept of the discipline. Through the quasi-realism of problem-solving as a course of activity, this chapter presents cognitive sociology as a paradigm appropriate to the concept of the social understood as an ongoing course of activity. In doing so, it is shown how bounded rationality and expertise play …


The Paradox Of Plenty: Why Guyana’S Local Content Law Needs A Reality Check, Vivian M. Williams Dec 2022

The Paradox Of Plenty: Why Guyana’S Local Content Law Needs A Reality Check, Vivian M. Williams

Publications and Research

The effectiveness of coercive local content requirements to the development of resource rich developing countries is an area attracting increasing global attention. Local content requirements are especially popular in the extractive sector though empirical studies show that they do not fulfill their intended purpose. Now recognized as the world's fastest growing economy after becoming an oil producing country, Guyana has passed a local content law. The real concern is not merely whether local content requirements fail to fulfill their objectives but whether they create market distortions that lead to the resource curse. This issue was addressed by Baruch's Adjunct Assistant …


The Double Silence: Reflections On Music And Musicians, Antoni Pizà Dec 2022

The Double Silence: Reflections On Music And Musicians, Antoni Pizà

Publications and Research

A translation of EL DOBLE SILENCI, published in Catalan in 2003. The book is a compilation of essays originally published in Diario de Mallorca (2000-2003).


Additive Manufacturing Process Development Of Geopolymer Based Habitable Construction On Space, Husnain Khan, John Anthony, Maria Hashmi, Charudatta Mhasde Dec 2022

Additive Manufacturing Process Development Of Geopolymer Based Habitable Construction On Space, Husnain Khan, John Anthony, Maria Hashmi, Charudatta Mhasde

Publications and Research

Extraterrestrial travel and housing are topics that have come up in recent times. There is a possibility of living on the moon. Now geopolymers are solid ceramic-like materials at near ambient temperatures. In order to do that while keeping costs at a minimum, we are researching and developing a geopolymer using lunar dust to 3D print houses on the moon. Due to the fact we are using lunar dust, the number of materials that need to be shipped out gets cut dramatically. We are studying the composition of both lunar mares and lunar highlands in order to fully understand what …


Standard Deviations Of Mr Signal Intensities Show A Consistent Trend During Imaging Follow-Ups For Glioblastoma Patients When Corrected For Non-Biological Heterogeneity Due To Hardware And Software Variation, Subhendra N. Sarkar, Rafael Rojas, Evans Lespinasse, Xiang Fu Zhang, Ruth Zeron Dec 2022

Standard Deviations Of Mr Signal Intensities Show A Consistent Trend During Imaging Follow-Ups For Glioblastoma Patients When Corrected For Non-Biological Heterogeneity Due To Hardware And Software Variation, Subhendra N. Sarkar, Rafael Rojas, Evans Lespinasse, Xiang Fu Zhang, Ruth Zeron

Publications and Research

Introduction: Glioblastoma multiforme (GBM) has a poor prognosis in spite of advanced MRI guided treatments today. Routine MRI using conventional T1 or advanced permeability based MRI of GBM often does not adequately represent changing tumor phases or overall survival. In this work, region of interest (ROI) based tissue MR standard deviation (SD) is demonstrated as an important MRI variable that could be a potential biomarker of GBM heterogeneity and radioresistance. Materials and methods: MRI characterization is often qualitative and lacks reproducibility. Using standardized MRI phantoms we have normalized retrospective records of 12 radioresistant GBM patients that underwent radiation therapy (RT) …


Digital Humanities At Work In The World, Sarah Ruth Jacobs Dec 2022

Digital Humanities At Work In The World, Sarah Ruth Jacobs

Publications and Research

No abstract provided.


Systematic Review Of A Ramsar Wetland And Unesco Biosphere Reserve In A Climate Change Hotspot (Ichkeul Lake, Tunisia), Sabrine Sahbani, Béchir Béjaoui, Sihem Benabdalla, Rachid Toujani, Afef Fathalli, Noureddine Zaaboub, Jalel Aouissi, Zeineb Kassouk, Nabil Hamdi, Nabiha Ben Mbarek, Hechmi Missaoui, Leila Basti, Reginald Blake, Hamidreza Norouzi Dec 2022

Systematic Review Of A Ramsar Wetland And Unesco Biosphere Reserve In A Climate Change Hotspot (Ichkeul Lake, Tunisia), Sabrine Sahbani, Béchir Béjaoui, Sihem Benabdalla, Rachid Toujani, Afef Fathalli, Noureddine Zaaboub, Jalel Aouissi, Zeineb Kassouk, Nabil Hamdi, Nabiha Ben Mbarek, Hechmi Missaoui, Leila Basti, Reginald Blake, Hamidreza Norouzi

Publications and Research

Tunisia's Ichkeul Lake is among the most productive ecosystems in the Mediterranean, with a great regional value thanks to its diversity of habitats. It is an important overwintering area for waterfowl species. It is a RAMSAR wetland, a National Park, a UNESCO World Heritage, and a Biosphere Reserve. This review paper provides a broad overview of the climatic, hydraulic, biogeochemical features, bio-resources, and bio-productivity of the Lake. The interconnectivity between the different environmental components of the lake is presented, highlighting the main characteristics of this vital ecosystem. Its ecosystem consists of a permanent lake bordered by temporary marshes. It is …


Business Information Security Officer (Biso) Responsibilities And Role Development, Kaung Myat Thu, Hudda Siddique Dec 2022

Business Information Security Officer (Biso) Responsibilities And Role Development, Kaung Myat Thu, Hudda Siddique

Publications and Research

In today's interconnected world, the success of enterprises heavily relies on network connectivity and technology. To safeguard sensitive information from cyber threats and ensure business success, the role of Information Security has become critical. This research project focuses on the Business Information Security Officer (BISO) role, studying their responsibilities, strategies, and how they handle threats. We explore the knowledge and skills required for BISOs, including certifications such as ISC² CISSP, ISACA CRISC, CISM, and CompTIA Security+. By contributing to the maturity of the BISO role, this study aims to enhance information security in organizations.


The Production And Destiny Of Public Space In An American City: Examining The Emergence And Disruption Of Brooklyn City Hall Square, Jason Montgomery Dec 2022

The Production And Destiny Of Public Space In An American City: Examining The Emergence And Disruption Of Brooklyn City Hall Square, Jason Montgomery

Publications and Research

Urban form should reflect collective value for place in communities. Urban squares in particular have the potential to serve as the nucleus of communities, urban artefacts that link place to memory and heritage while serving basic needs for everyday life in the city. Civic squares, those linked to governmental institutions, have further potential to facilitate community gatherings for memorialisation, commemoration, celebration and political action. Despite these important functions and potential, the incremental planning of Brooklyn in the early nineteenth century placed little emphasis on squares of any kind, despite the community’s expressed desires. Brooklyn’s first civic square, here referred to …


“Together We Arrived And Together We Shall Leave”: The Gouverneur Parents Association And The Politics Of Race And Disability In Postwar New York, Jorge A. Matos Dec 2022

“Together We Arrived And Together We Shall Leave”: The Gouverneur Parents Association And The Politics Of Race And Disability In Postwar New York, Jorge A. Matos

Publications and Research

This essay documents the history of the Gouverneur Parents Association (GPA), a group of mostly Black and Latinx parents whose disabled children were institutionalized at the Gouverneur Division of the infamous Willowbrook State School in New York City. The GPA, in coalition with Black, Latinx, and White parents and activists, led a campaign during the 1970s and 1980s to close Willowbrook, then part of a national network of sites denounced by disability activists during the heyday of the deinstitutionalization movement. In this essay I argue that the postwar migration of Black and Latinx communities into New York City amid an …


Implementing Oer At Laguardia Community College: Three Case Studies, Ian Mcdermott, Joshua P. Tan, Alioune Khoule, Marta Kowalczyk, Emma Handte, Rena D. Grossman Dec 2022

Implementing Oer At Laguardia Community College: Three Case Studies, Ian Mcdermott, Joshua P. Tan, Alioune Khoule, Marta Kowalczyk, Emma Handte, Rena D. Grossman

Publications and Research

LaGuardia Community College, City University of New York (CUNY) began receiving funds from a New York State Open Educational Resources (OER) grant in 2017. Since then, several departments have made significant strides in the implementation of OER. We offer three case studies of putting OER into practice, in math, astronomy, and chemistry. Each case study presents the context for OER conversion, the steps taken, early results from OER implementation, and the main takeaways. A common feature across courses and departments is a process-oriented implementation of OER, namely, one that is constantly improving and moving towards the goal of openness and …


Use Of Ai And Machine Learning For Engineering Applications, Max Rios Carballo Dec 2022

Use Of Ai And Machine Learning For Engineering Applications, Max Rios Carballo

Publications and Research

In this paper, we examine how artificial intelligence (AI) and computer-based intelligence (CBI) may be used to address design challenges. We examine artificial intelligence (AI) and machine learning (ML) as they relate to developing applications from the inside out, highlighting the most challenging issues as well as intriguing research areas for further consideration.


Coping With Constant Obsolescence: A Lifelong Task, Di Su Dec 2022

Coping With Constant Obsolescence: A Lifelong Task, Di Su

Publications and Research

Knowledge and skill obsolescence is a common obstacle in individual, organization, and society development. Thanks to the modern technologies, the rate of obsolescence accelerates rapidly in the information age. In the library workplace, obsolescence occurs constantly. We may be used to routines, but changes are inevitable as we have witnessed the evolution in library services and librarian workplace since the advent of the internet. To cope with obsolescence, it is crucial to have a lifelong learning mindset, make it a habit, and find ways to update our knowledge and skills to stay competent and serve the clientele effectively.


A Survey Based-Study Reviewing The Career Opportunities For Student In Radiological Technology, Tatiana Ryzhakova, Mikhail Kun, Peber Dejesus, Zoya Vinokur Dec 2022

A Survey Based-Study Reviewing The Career Opportunities For Student In Radiological Technology, Tatiana Ryzhakova, Mikhail Kun, Peber Dejesus, Zoya Vinokur

Publications and Research

Recent graduates lack the knowledge of many career opportunities there is after earning a Radiology Technology (RT) certification. The purpose of this study is to investigate how much knowledge students have as a student becomes certified for RT. This study will also represent RT workers' experience today. Questionnaires will be spread to the students in order to determine the level of knowledge of career opportunities they have in the career. The in-depth questions will target the career options in the radiology field; they also will include questions that ask for the age and demographics of students forming the part of …


From Computer Curriculum That Works For The Use Of Computer Intellignece Computer Science, Malachi B. Bacchus Dec 2022

From Computer Curriculum That Works For The Use Of Computer Intellignece Computer Science, Malachi B. Bacchus

Publications and Research

Computer interconnection can link different networks by using electrical artificial flow ways that can travel through different connections. these are called data network which travels through different sectors of the network simulation of service computer network using artificial intelligence to enhanced further understanding the computations, I've also demonstrated knowing by using the network to get better understanding of how ethical computing can be learned through universities and collegiate that can help established knowledge and healthy computer information. The main tools for the research are using data networking, ethical learning and translation towards different computer systems.


Single-Cell Approach Reveals Intercellular Heterogeneity In Phage-Producing Capacities, Sherin Kannoly, Gabriella Oken, Jonathan Shadan, David Musheyev, Kevin Singh, Abhyudai Singh, John J. Dennehy Dec 2022

Single-Cell Approach Reveals Intercellular Heterogeneity In Phage-Producing Capacities, Sherin Kannoly, Gabriella Oken, Jonathan Shadan, David Musheyev, Kevin Singh, Abhyudai Singh, John J. Dennehy

Publications and Research

Bacteriophage burst size is the average number of phage virions released from infected bacterial cells, and its magnitude depends on the duration of an intracellular progeny accumulation phase. Burst size is often measured at the population level, not the single-cell level, and consequently, statistical moments are not commonly available. In this study, we estimated the bacteriophage lambda (ƛ) single-cell burst size mean and variance following different intracellular accumulation period durations by employing Escherichia coli lysogens bearing lysis-deficient ƛ prophages. Single lysogens can be isolated and chemically lysed at desired times following prophage induction to quantify progeny intracellular accumulation within individual …


Sea Level Rising And Its Impact On Nyc, Angela Knafo, Jeff Mao, Andray Whyte, Filip Valencin, Erick Humala, Jubran Alawdi, Jonathan Carangui Dec 2022

Sea Level Rising And Its Impact On Nyc, Angela Knafo, Jeff Mao, Andray Whyte, Filip Valencin, Erick Humala, Jubran Alawdi, Jonathan Carangui

Publications and Research

Climate change is not only about the rising temperatures, which is usually the most discussed topic in news, but it also involves other Earth sciences like hydrology, oceanography and other parts of meteorology In our poster we are focusing on sea level rising and its impact on NYC, and how people could mitigate and adapt to it


Housing Discrimination In New York City’S Housing Voucher Program, Tashana Brooks Dec 2022

Housing Discrimination In New York City’S Housing Voucher Program, Tashana Brooks

Publications and Research

The Fair Housing Act (FHA), enacted as Title VIII of the Civil Rights Act of 1968, prohibits discrimination from selling or renting a dwelling to any person because of race, color, disability, religion, sex, family status, and national origin. The federal government provides rental subsidies for many low-income renters through government programs. Rental assistance such as Section 8 vouchers administered by Housing and Urban Development is considered a lawful source of income for paying rent; however, many landlords or realtors discriminate against individuals utilizing Section 8 vouchers. According to the New York City Human Rights Law, this is illegal. The …


Radiomics Of Neurodegeneration In Alzheimer's: Mr, Mrs, & Pet, Analia Basilicata, Jennifer Padilla, Anjalee Rabbani, Anam Riaz Dec 2022

Radiomics Of Neurodegeneration In Alzheimer's: Mr, Mrs, & Pet, Analia Basilicata, Jennifer Padilla, Anjalee Rabbani, Anam Riaz

Publications and Research

This work aims to review and assess the current state of Radiology research in Alzheimer’s Disease to complement and coordinate multi-modal research progress via Radiomics. Alzheimer’s Disease. Neuroimaging Initiative (ADNI) is a center that utilizes the different standard methods for the use of clinical magnetic resonance imaging (MRI) and positron emission tomography (PET) and cerebrospinal fluid (CSF) biomarkers for advancing. Early diagnosis and assessing the efficacy of treatment and related biomarkers for Alzheimer's’ Disease. ADNI databases can be assessed to analyze the patterns and changes in imaging and CSF biomarker data with Mild Cognitive Impairment and Alzheimer’s Disease patients. The …