Massachusetts · Nonprofit
ASSOCIATION FOR HEALTH LEARNING AND INFERENCE INC
ASSOCIATION FOR HEALTH LEARNING AND INFERENCE INC (Massachusetts) receives grants from 3 organizations whose IRS filings report $2,527,530 to it, the largest being GORDON E AND BETTY I MOORE FOUNDATION ($2,040,000). 0 of them have funded it in more than one year.
- Revenue FY2024
- $2.1M
- Funders on record
- 3
- Grants received
- $2.5M
- Net assets
- $2.3M
What Association for Health Learning and Inference Inc does
Mission
To provide education and accelerate innovation in the fields of computer science and machine learning in healthcare.
As stated on its FY2024 Form 990.
Programs
The 3rd annual machine learning for health (ml4h) symposium was held in-person on december 10, 2023 in new orleans, la. The vision of the symposium is to be a premier venue for the presentation and dissemination of cutting edge, interdisciplinary research in machine learning (ml) for health. The 2023 edition was themed around 1) global health and health equity, and 2) generative artificial intelligence (ai) and large language models. The themed sessions were accompanied by 2 keynotes, 6 talks, 2 panels, 16 lightning talks, 2 poster sessions, and 11 interactive research roundtables. In addition, we organized multi-faceted mentorship programs as part of the symposium to welcome and include new members of the ml4h community from diverse disciplines and backgrounds. There were several key accomplishments for the 2023 symposium. First, we introduced an inaugural demo track, which featured real-world deployments of ml systems in various clinical settings. Second, we were pleased to see our community grow. With a record number of 212 submissions (18% above target), we accepted 39 papers to be published in proceedings for machine learning research (pmlr) and accepted 76 findings papers.…
$51,000 spentof which $13,808 as grants44% of program spendingThe 5th annual conference on health, inference, and learning (chil) was held in-person from june 27-28, 2024 in new york city, ny. The goal of the conference is to bring together a variety of disciplines at the intersection of machine learning and health. Chil is designed to spark insight-driven dialogue on new and emerging ideas. Chil 2024 featured 6 keynotes, three state of ml talks, two panels, two poster sessions, one tutorial, and a series of lightning talks. Chil 2024 received 116 paper submissions, and published 39 accepted papers. In total, 234 people registered for the conference, and 221 attended, reflecting a high (95%) attendance rate. Chil has grown in both submission volume and registration from the previous year.
$65,000 spentof which $6,799 as grants56% of program spendingThe predicting high risk breast cancer data challenge was a virtual data competition organized by nightingale open science, association for health learning and inference (ahli) and providence st. Joseph health that concluded in may 2023. The goal of the challenge was to advance medical knowledge on identifying features of cancers that will metastasize. The winner and runner up were announced at the ml4h 2023 symposium. The program has officially concluded.
The 3 programs described on its FY2023 Form 990, listed largest first by expense. Program spending in total: $116,000.
The organization over time
Each line starts at 100 in 2022, so what you read is the shape rather than the size: 150 means half as much again as 2022, 50 means half. The number beside each label in the key is where it ended. The shaded band is where the middle 50% of its peers' revenue would sit, given their growth.
Balance sheet
Total assets and total liabilities at each year end, in dollars. The largest one-year move in total assets was 2023 to 2024, from $343k to $2.3M (+557%).
How it's funded, over time
Each bar is one year's revenue split into where it came from, and every bar is the same height — these are shares, not amounts, so a year that raised twice as much looks the same size. Hover a bar for the split.
100% of ASSOCIATION FOR HEALTH LEARNING AND INFERENCE INC’s revenue is contributions — more reliant on donations than three-quarters of its peers (48% for the typical peer).
Surplus & reserves
Operating surplus or deficit each year, and months of liquidity in hand. 0 of the last 3 reported years ran a deficit.
reserve
Leadership and staff
The officers, directors, trustees and key employees listed on each return. Joined and no longer listed compare each filing with the year before, matching people by surname and first initial; a year after a gap, or a roster under three people, has no comparison.
Chief executive
Tasmie Sarker
Executive director
Board chair
Brett Beaulieu-Jones
Chair
As listed on its FY2024 Form 990.
Who funds it, year by year
2021 → 2023: the base broadened from 1 funder to 2 funders, grant income rose $188k → $2.3M.
2 of 3 of your funders are donor-advised or pass-through sponsors (tagged DAF) — 19% of grant dollars received. That money is really individual donors directing a sponsor; the institutions to cultivate are the non-DAF funders.
From the IRS filings of ASSOCIATION FOR HEALTH LEARNING AND INFERENCE INC’s funders (the co-funder graph). Association, not causation. Trends are read to FY2023, the last fiscal year that has finished arriving. FY2024–FY2026 are still being filed and are shown unshaded; they do not move any figure on this page.
How concentrated its funding is
ASSOCIATION FOR HEALTH LEARNING AND INFERENCE INC leans on a few funders — its largest provides 81% of grant income and the top three 100%; half comes from just 1 funder.
the vertical line marks half of all grant income — 1 funder to its left
Largest funder’s share by year: 2021 100% · 2023 87% — diversifying over time.
“Effective funders” = inverse Herfindahl index (1 / Σ shareᵢ²) — the number of equal-sized funders that would give the same concentration. Trends are read to FY2023, the last fiscal year that has finished arriving. FY2024–FY2026 are still being filed and are shown unshaded; they do not move any figure on this page.
Where its funders are
ASSOCIATION FOR HEALTH LEARNING AND INFERENCE INC draws 100% of its grant income from funders outside Massachusetts, across 1 state in all.
Funder states come from each funder’s own filing. $488k arriving through sponsors registered in 2 states is excluded from the map and the split above: a sponsor holds money on a donor’s behalf, so its registered address would place those dollars somewhere no donor need ever have been. Trends are read to FY2023, the last fiscal year that has finished arriving. FY2024–FY2026 are still being filed and are shown unshaded; they do not move any figure on this page.
Against its field
ASSOCIATION FOR HEALTH LEARNING AND INFERENCE INC runs a healthier operating margin than three-quarters of the 11,752 education nonprofits its size.
this organization peer median middle 50% of peers· 11,752 education nonprofits $1M–$10M, FY2024
Organizations like ASSOCIATION FOR HEALTH LEARNING AND INFERENCE INC
Organizations whose mission and program text most resemble this one, by semantic similarity over every organization in the US filings — the closest peers, and often the clearest route to shared or prospective funders.
In Massachusetts
Nationally
Read directly from this organization’s own Form 990, as neutral context.
Where the money goes
48% of spending goes to programs.
Governance
Footprint & structure
Files a return copy in 1 state
Screen this organization
A dated, signed PDF of the compliance screen for ASSOCIATION FOR HEALTH LEARNING AND INFERENCE INC: IRS status (Business Master File, Publication 78, auto-revocation), the OFAC sanctions lists, the Internal Revenue Bulletin, and California registration, with the Rev. Proc. 2018-32 §8.01 reliance elements stated element by element. Generated from the current files at the moment you download it.
Screens are triage, not determinations; a source that cannot be read reports not screened, never clear. Screen this nonprofit · How the screen works · on the API as GET /api/screening/{ein}?format=pdf
Questions and answers
- Who funds ASSOCIATION FOR HEALTH LEARNING AND INFERENCE INC?
- ASSOCIATION FOR HEALTH LEARNING AND INFERENCE INC (Massachusetts) receives grants from 3 organizations whose IRS filings report $2,527,530 to it, the largest being GORDON E AND BETTY I MOORE FOUNDATION ($2,040,000). 0 of them have funded it in more than one year.
- How many funders does ASSOCIATION FOR HEALTH LEARNING AND INFERENCE INC have?
- IRS filings report 3 organizations giving $2,527,530 in grants to ASSOCIATION FOR HEALTH LEARNING AND INFERENCE INC.
- Who is the largest funder of ASSOCIATION FOR HEALTH LEARNING AND INFERENCE INC?
- GORDON E AND BETTY I MOORE FOUNDATION is the largest funder on record, with $2,040,000 in grants. The full list of funders is on this page.
- How can an organization like ASSOCIATION FOR HEALTH LEARNING AND INFERENCE INC find more funders?
- Start with the funders already giving here, then look at the foundations that back similar organizations in Massachusetts. The funding by cause and by state pages list the largest funders for a given area and how to approach them.
Play a game about who funds Association for Health Learning and Inference →
These figures are read directly from IRS Form 990 / 990-PF e-file XML: this organization’s own return for FY2024 (financials across 2022–2024), and the filings of 3 funders that report grants to it. “On record” means captured in the filings we have parsed — a funder that does not e-file, or whose grant detail is not itemized, will not appear. Filings run roughly 12–24 months behind. Trends on this page end at FY2023, the last fiscal year that has finished arriving; later years are shown and marked, and move no figure. Data on this page was exported October 14, 2026. What this page cannot tell you · view filing