Likelihood of Approval Analysis for Macular Edema

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lgp loa report cover Likelihood of Approval Analysis for Macular Edema

Published: March 18, 2024 Report Code: GDHCDR24409LOAI-L5

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Overview

How likely is it that the drugs in Macular Edema will get approved? Will the drugs transition to the next phase of its clinical pathway? This report provides you with the data that allows you to track and predict the specific likelihood of approval (LoA) and phase transition success rate (PTSR) of drugs using GlobalData’s proprietary machine learning algorithms developed using over 10 years of historical data.

Macular Edema Overview

Macular edema is swelling or fluid retention in a specialized part of the retina called the macula. Symptoms of macular edema include blurred or wavy central vision and/or colors appear changed. There are many causes of macular edema. It is frequently associated with diabetes, where damaged blood vessels in the retina begin to leak fluids, including small amounts of blood, into the retina. Other causes include retinal vein occlusion, the side effects of certain medications, and certain genetic disorders, such as retinoschisis or retinitis pigmentosa.

Report Coverage

The data is segmented by drug name per indication and shows the current likelihood of approval for industry benchmarks and drug comparisons.
The Likelihood of Approval data is updated regularly based on events that take place which impact the clinical development process and regulatory considerations. GlobalData’s proprietary machine learning models consider these events in real time, to produce quantitative changes to the LOA and PTSR along with qualitative reasoning why the likelihood of approval has changed.

Quick View – LOA Data
Report Segments
· Drug type

· Intervention type
Drug Name
·
Administration Pathway
·
Therapeutic Areas

Reasons to Buy

  • Predict the specific likelihood of approval and phase transition success rates of a drug using a combination of machine learning and proprietary models

  • Get information on LOA and PTSR for competitors’ drugs to plan your clinical development, commercialization and marketing strategies

  • Track event-driven changes in LOA and PTSR benchmarked against indication LOA/PTSR

  • Use PTSR and LOA information and event-driven changes for your investment decisions.

This is an on-demand report that will be delivered upon request. The report will be delivered within 2 business days of the purchase, excluding weekends and holidays. Certain sections of the report may be removed or altered based on data availability and relevance.

Frequently asked questions

    The probability of a drug ultimately receiving market authorization

    The probability of a drug’s advancement to the next stage of clinical development

    GlobalData’s  Drug-Specific Likelihood of Approval (LoA) calculates the  Phase Transition Success Rate (PTSR) and  Likelihood of Approval (LoA) customized to individual drug. The model uses a combination of  Machine Learning (ML) and a  GlobalData proprietary algorithm to process data points from the  Drugs, Clinical Trials, Regulatory Milestones, Company, and  Financial databases.

     

    Inclusion

    Data Scope:

    • Drugs which have been approved in the past 10 years
    • Drugs which have failed during clinical development in the past 18 years
    • Drugs which are currently in development

    Drug Phase Scope:

    • Phase I, Phase II, Phase III, and Pre-Registration development stage

    Drug Geography Scope:

    • Drugs must meet one of the following criteria to be included in the model:
    • The developer has specified the US as an intended market for approval.
    • The developer has not specified any country as an intended market for approval, i.e. the “Drug Geography” is listed as “Global”

    Drug Type Scope:

    • Innovator drugs and biosimilars

    Entity Type Scope:

    Only drugs in development by companies are included in the model.

    Exclusion

    • Diagnostics, Imaging Agents, Biomarkers, stents and other drug delivery devices (covered in GlobalData’s Medical Intelligence Center).
    • Nutraceuticals, dietary supplements, alternative medicines, imaging agents, radio emitter, transplants, transfusions, fillers, cosmetics, probiotics, antiseptics, antacids, mobilizing agents, veterinary drugs and drugs not seeking approval.
    • Generic drugs
    • Innovative drugs in Preclinical or Discovery Stage.
    • Pipeline drugs sponsored by a Government or Institution.
    • Drugs with a specific Drug Geography not the United States.

     

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