Machine Learning for Healthcare

Nonprofit profile at a glance

EIN
815305636
IRS 990-EZ coverage
2021–2025
Forms available
Form 990 2020, Form 990-EZ 2025
Location
Sacramento, CA, USA
Phone
8583244818
Rating
37
Verdict
REVIEW
Rating confidence
Moderate
Sector
Research Institutes and/or Public Policy Analysis

Reported finances

Revenue
$124,055
Expenses
$101,921
Assets
$33,641

Source: IRS Form 990-EZ. Selected filing: tax year 2025. Amounts in USD.

Leadership & pay

7 people listed

Executive titles in this filing

  • FINALE DOSHI-VELEZ (PRESIDENT)
  • BYRON WALLACE (VICE PRESIDENT)

People named in this filing

  • DAVID KALE (OFFICER)
  • RAJESH RANGANATH (OFFICER)
  • MARK SENDAK (OFFICER)

Selected names, not a complete roster or a statement of current roles. Open leadership details for the complete filed list.

Source: IRS Form 990-EZ. Selected filing: tax year 2025. Names and roles reflect this filing, not necessarily current officeholders.

Overview

Mission

Machine Learning for Health Care (MLHC) is an annual research meeting that brings together computational and clinical scientists to turn complex

What it reported doing in 2025

Publications: 164 Research papers were submitted & 45 accepted leading to a 27% acceptance rate. In the clinical abstract27 out of 42 submissions were accepted; a 64% acceptance rate.

Operating model

Revenue model
Donor-supported. 100% of the money available for current operations came from contributions and gifts.
Distribution model
No current program activity. The filing reports no program spending for the current year.

The verdict

REVIEW - The filed numbers largely add up. A relatively small share of available resources goes toward mission work and a relatively small share of total spending goes to programs.

Rating breakdown

  • Financial Efficiency: 0
  • Transparency & Controls: 82
  • Sustainability: 48
  • Growth: 40

Detailed rating inputs

Financial Efficiency

  • Mission deployment rate: 0%; rating input score 0
  • Program expense ratio: 0%; rating input score 0

Transparency & Controls

  • Consistency checks: 100%; rating input score 100; 52nd percentile among comparable filings
  • Major donor itemization: Limited

Sustainability

  • Operating margin: 17.8%; rating input score 68; 68th percentile among comparable filings
  • Total-asset coverage ratio: 0.33; rating input score 28; 28th percentile among comparable filings
  • Liabilities to assets ratio: Limited
  • Officer compensation ratio: 0%; rating input score 63; 63rd percentile among comparable filings

Growth

  • Program expense growth: -83.9% per year; rating input score 0; 3rd percentile among comparable filings
  • Revenue growth: 23.1% per year; rating input score 100; 85th percentile among comparable filings
  • Asset growth: -28.6% per year; rating input score 0; 5th percentile among comparable filings

Details

  • Where the money goes: 0% of revenue deployed · 0% of spending went to programs
  • Governance: Filed governance answers
  • Accomplishments: 3 filed program accomplishments
  • Leadership: top reported pay $0 · 7 people listed
  • Consistency: 6 of 6 current checks pass
  • Schedules: 2 filed schedules
  • Filing history: 5 filing years from 2021 to 2025
  • Contacts: How to reach this organization
  • Grant readiness: Federal tax and exclusion status, award history, and grant-maker relationships.
  • People: Everyone the filings name, and which of them the filings identify by more than a name.

Key Signals

Signals prioritize questions for review. They are not findings of misconduct.

  • High — Financial Efficiency: Mission deployment rate scored 0/100.
  • High — Financial Efficiency: Program expense ratio scored 0/100.
  • High — Growth: Program expense growth scored 0/100.
  • High — Sustainability: Total-asset coverage ratio scored 28/100.
  • High — Growth: Asset growth scored 0/100.