EARLY DIAGNOSIS

Early Diagnosis

Clinical Recognition

What If We Could Recognise It Earlier?

For many people living with rare and genetic disorders, the journey to a diagnosis can be long.

There may be unfamiliar symptoms.

There may be repeated consultations.

There may be tests without clear answers.

And sometimes, the signs of a condition may be difficult to recognise.

Every delay can mean another unanswered question for a patient and their family.

At Healing Wings Foundation, we believe that recognising the possibility of a rare or genetic disorder earlier can be an important step towards the right diagnostic pathway.

Our work in Early Diagnosis focuses on strengthening the journey from identification and screening to appropriate diagnostic evaluation and specialist support.

Because the earlier we recognise a possibility, the sooner we can begin looking for answers.

Advanced genetic sequencing and analysis

Pathway Evolution

WHY EARLY DIAGNOSIS MATTERS

The Journey Often Begins Before the Diagnosis

A patient may first present with signs or symptoms that do not immediately point towards a rare or genetic condition. Recognising these possibilities can require:

Awareness

Screening & Identification

Genetic Testing

Specialist Evaluation

Diagnosis & Appropriate Care

Our aim is to support stronger connections across these stages.

Core Methodology

OUR APPROACH

From Recognition to the Right Pathway

01

Identify

Support initiatives that can help identify individuals who may require further evaluation for rare or genetic disorders.

02

Screen

Explore structured screening approaches that can help identify potential cases within communities and healthcare settings. HWF's Care for Rare programme includes working with State Governments on mass screening and patient identification programmes.

03

Diagnose

Support access to appropriate diagnostic resources, including genetic testing and genome sequencing, where relevant. Care for Rare includes initiatives around subsidised genetic testing and genome sequencing to support diagnosis and patient identification.

04

Connect

Diagnosis does not happen in isolation. We seek to strengthen connections between patients, genetic specialists, healthcare institutions and Centres of Excellence.

05

Support

Once a potential condition is identified, patients need a pathway forward. Our broader patient-support and advocacy work aims to help connect identified patients with appropriate healthcare and access pathways.

SCREENING PROGRAMMES

SCREENING FOR EARLIER IDENTIFICATION

Taking Diagnosis Beyond the Hospital

Some patients may remain unidentified simply because they have never entered the right diagnostic pathway. HWF is exploring mass screening approaches in collaboration with government stakeholders to support the identification of individuals who may require further evaluation.

A proposal submitted to the Government of Kerala focuses on mass screening programmes for rare diseases through government district hospitals and medical colleges.

Our Goal

Bring the possibility of identification closer to where people live and receive healthcare.

Clinical screening and evaluation systems

GENOMIC EVALUATION

GENETIC TESTING & GENOME SEQUENCING

When the Answer Lies in the Details

For some rare and genetic disorders, reaching a diagnosis may require specialised genetic evaluation.

Through Care for Rare, HWF is exploring pathways to facilitate access to subsidised genetic testing and genome sequencing for identified patients.

The Pathway

Patient Identification → Testing → Diagnosis → Specialist Care

TELE-GENETIC SPROUTS

TELE-GENETIC CLINICS

Connecting Expertise Beyond Geography

Specialist genetic expertise may not always be available close to where a patient lives.

HWF's Care for Rare programme includes the development of tele-genetic clinics, envisioned as spokes connected with Centres of Excellence. This approach aims to extend access to specialist genetic expertise through a connected healthcare model.

Our Vision

Where distance should not become a barrier to finding the right diagnostic pathway.

Next Generation Diagnostics

TECHNOLOGY & EARLY IDENTIFICATION

Exploring New Ways to Recognise Genetic Disorders

HWF is also exploring the development of an AI-powered genetic diagnosis platform focused on analysing facial phenotypic traits associated with genetic disorders.

The proposed platform would explore facial phenotype analysis, genetic database integration, next-generation phenotyping and clinical data integration to support healthcare professionals in recognising potential genetic disorders.

From a Face to a Possibility

The intention is not to replace clinical diagnosis. Rather, the proposed technology aims to explore whether additional insights from facial and clinical characteristics could support earlier recognition and more informed diagnostic pathways.

THE TECHNOLOGY JOURNEY

DATA

Building a diverse and well-annotated dataset of genetic syndromes and corresponding facial phenotypes.

AI DEVELOPMENT

Developing deep-learning models for facial phenotype detection and syndrome matching.

INTEGRATION

Exploring integration of clinical information and next-generation phenotyping.

VALIDATION

Working with geneticists to test and validate the platform against real-world cases.

These stages form part of the proposed development roadmap.

Facial recognition and phenotyping conceptualization

Alliance and Synergy

EARLY DIAGNOSIS NEEDS COLLABORATION

No Patient Finds an Answer Alone

Building stronger diagnostic pathways requires many parts of the healthcare ecosystem to work together. We seek to collaborate with:

Patients & Families

Understanding lived experiences and unmet needs.

Healthcare Pros

Strengthening clinical recognition and referral pathways.

Geneticists

Supporting specialist evaluation and validation.

Diagnostic Labs

Building access to appropriate testing.

Centres of Excellence

Connecting patients with specialist expertise.

Government

Supporting screening and population-level initiatives.

Tech Partners

Exploring innovative approaches to early identification.

OUR VISION

"A future where a difficult diagnosis does not have to begin with years of uncertainty."

We envision a healthcare ecosystem where:

Potential signs are recognised earlier.

Screening reaches more people.

Diagnostic resources are more accessible.

Specialist expertise can reach beyond geography.

Technology supports—not replaces—clinical judgement.

And patients can move more quickly from uncertainty towards answers.

GET INVOLVED

FROM UNCERTAINTY TO POSSIBILITY

Early diagnosis is not simply about finding a name for a condition. It is about helping a patient move from “What is happening to me?” towards: “Now we know what we are looking for. What do we do next?”

At Healing Wings Foundation, we are working to strengthen that journey through screening, diagnostic access, specialist connectivity, research and innovation.

Because sometimes, the first step towards care is simply recognising that there may be an answer.

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