diff --git a/docs/_static/newsletter/dec_2025/Dinner.jpg b/docs/_static/newsletter/dec_2025/Dinner.jpg new file mode 100644 index 000000000..a0ff69d08 Binary files /dev/null and b/docs/_static/newsletter/dec_2025/Dinner.jpg differ diff --git a/docs/_static/newsletter/dec_2025/ML4H_RD_Diff2025_Poster.png b/docs/_static/newsletter/dec_2025/ML4H_RD_Diff2025_Poster.png new file mode 100644 index 000000000..16d33459d Binary files /dev/null and b/docs/_static/newsletter/dec_2025/ML4H_RD_Diff2025_Poster.png differ diff --git a/docs/_static/newsletter/dec_2025/PresentingAPoster.jpg b/docs/_static/newsletter/dec_2025/PresentingAPoster.jpg new file mode 100644 index 000000000..34a001dac Binary files /dev/null and b/docs/_static/newsletter/dec_2025/PresentingAPoster.jpg differ diff --git a/docs/_static/newsletter/dec_2025/ProstateCancerBenchmark.jpg b/docs/_static/newsletter/dec_2025/ProstateCancerBenchmark.jpg new file mode 100644 index 000000000..87e29f2ca Binary files /dev/null and b/docs/_static/newsletter/dec_2025/ProstateCancerBenchmark.jpg differ diff --git a/docs/_static/newsletter/dec_2025/sdoh_prediction_poster.png b/docs/_static/newsletter/dec_2025/sdoh_prediction_poster.png new file mode 100644 index 000000000..18b7f457d Binary files /dev/null and b/docs/_static/newsletter/dec_2025/sdoh_prediction_poster.png differ diff --git a/docs/newsletter/2025-12-research-initiative-call.rst b/docs/newsletter/2025-12-research-initiative-call.rst index 1c847617c..9381eda3a 100644 --- a/docs/newsletter/2025-12-research-initiative-call.rst +++ b/docs/newsletter/2025-12-research-initiative-call.rst @@ -13,6 +13,47 @@ We're excited to continue making PyHealth more accessible and relevant to real-w ---- +Highlights from ML4H 2024 +------------------------- + +Here are some photos from our time at ML4H, including the poster sessions and team dinner! + +.. figure:: /_static/newsletter/dec_2025/Dinner.jpg + :width: 100% + :alt: PyHealth team at ML4H dinner + + PyHealth team dinner at ML4H + +.. figure:: /_static/newsletter/dec_2025/PresentingAPoster.jpg + :width: 100% + :alt: PyHealth Research Initiative (Abraham Francisco Arellano Tavara & Umesh Kumar) Presenting Posters + + Poster session at ML4H + +**Our Research Posters:** + +.. figure:: /_static/newsletter/dec_2025/sdoh_prediction_poster.png + :width: 100% + :alt: Social Determinants of Health Prediction poster + + Social Determinants of Health Prediction + +.. figure:: /_static/newsletter/dec_2025/ML4H_RD_Diff2025_Poster.png + :width: 100% + :alt: Rare Disease Diffusion poster + + Rare Disease Diferential Diagnosis poster + +.. figure:: /_static/newsletter/dec_2025/ProstateCancerBenchmark.jpg + :width: 100% + :alt: Prostate Cancer Genomics Benchmark poster + + Prostate Cancer Genomics Benchmark + + +---- + + What is the PyHealth Research Initiative? ----------------------------------------- @@ -47,6 +88,23 @@ At the end of the program, you'll ideally have gained: ---- +Timeline & Open Projects +------------------------ + +We're always looking for contributors to PyHealth and people to work on interesting healthcare problems—that doesn't change, and you can start early! However, our target venue for this cycle is `MLHC 2025 `_ (Machine Learning for Healthcare), with the following key dates: + +- **Pre-submission intent deadline**: April 10, 2025 +- **Full submission deadline**: April 11, 2025 +- **Conference dates**: August 15–16, 2025 + +We plan to run this research program over the spring, working toward the MLHC submission deadline. + +**Open Projects**: Browse our list of (not yet finalized) available research projects and find one that matches your interests: `Open Projects List `_ + + +---- + + How Do I Apply? --------------- diff --git a/docs/research_initiative.rst b/docs/research_initiative.rst index d05ed26ca..e5920a855 100644 --- a/docs/research_initiative.rst +++ b/docs/research_initiative.rst @@ -42,7 +42,7 @@ drug recommendation, and healthcare AI infrastructure. - ML4H 2025 - `Paper `_ * - 2025 - - Abraham Francisco, Arellano Tavara, Umesh Kumar + - Abraham Francisco Arellano Tavara, Umesh Kumar - Prostate-VarBench: A Benchmark with Interpretable TabNet Framework for Prostate Cancer Variant Classification - ML4H 2025 - `Paper `_