diff --git a/docs/source/reference/changelog.rst b/docs/source/reference/changelog.rst
index 198baf68..21d6a391 100644
--- a/docs/source/reference/changelog.rst
+++ b/docs/source/reference/changelog.rst
@@ -2,6 +2,10 @@
 Changelog
 =========
 
+0.23.7 (UNRELEASED)
+===================
+- Silence deprecation warnings about unclosed event loops that occurred with certain CPython patch releases `#817 <https://github.com/pytest-dev/pytest-asyncio/pull/817>`_
+
 0.23.6 (2024-03-19)
 ===================
 - Fix compatibility with pytest 8.2 `#800 <https://github.com/pytest-dev/pytest-asyncio/pull/800>`_
diff --git a/pytest_asyncio/plugin.py b/pytest_asyncio/plugin.py
index b2c5c59e..7dbb238d 100644
--- a/pytest_asyncio/plugin.py
+++ b/pytest_asyncio/plugin.py
@@ -657,9 +657,7 @@ def _patched_collect():
 def _temporary_event_loop_policy(policy: AbstractEventLoopPolicy) -> Iterator[None]:
     old_loop_policy = asyncio.get_event_loop_policy()
     try:
-        with warnings.catch_warnings():
-            warnings.simplefilter("ignore", DeprecationWarning)
-            old_loop = asyncio.get_event_loop()
+        old_loop = _get_event_loop_no_warn()
     except RuntimeError:
         old_loop = None
     asyncio.set_event_loop_policy(policy)
@@ -673,7 +671,7 @@ def _temporary_event_loop_policy(policy: AbstractEventLoopPolicy) -> Iterator[No
         # subsequent tests from side-effects. We close this loop before restoring
         # the old loop to avoid ResourceWarnings.
         try:
-            asyncio.get_event_loop().close()
+            _get_event_loop_no_warn().close()
         except RuntimeError:
             pass
         asyncio.set_event_loop(old_loop)
@@ -763,9 +761,7 @@ def pytest_fixture_setup(
             )
         policy = asyncio.get_event_loop_policy()
         try:
-            with warnings.catch_warnings():
-                warnings.simplefilter("ignore", DeprecationWarning)
-                old_loop = policy.get_event_loop()
+            old_loop = _get_event_loop_no_warn(policy)
             is_pytest_asyncio_loop = getattr(old_loop, "__pytest_asyncio", False)
             if old_loop is not loop and not is_pytest_asyncio_loop:
                 old_loop.close()
@@ -827,9 +823,7 @@ def _restore_policy():
         # Close any event loop associated with the old loop policy
         # to avoid ResourceWarnings in the _provide_clean_event_loop finalizer
         try:
-            with warnings.catch_warnings():
-                warnings.simplefilter("ignore", DeprecationWarning)
-                loop = previous_policy.get_event_loop()
+            loop = _get_event_loop_no_warn(previous_policy)
         except RuntimeError:
             loop = None
         if loop:
@@ -851,6 +845,17 @@ def _provide_clean_event_loop() -> None:
     policy.set_event_loop(new_loop)
 
 
+def _get_event_loop_no_warn(
+    policy: Optional[AbstractEventLoopPolicy] = None,
+) -> asyncio.AbstractEventLoop:
+    with warnings.catch_warnings():
+        warnings.simplefilter("ignore", DeprecationWarning)
+        if policy is not None:
+            return policy.get_event_loop()
+        else:
+            return asyncio.get_event_loop()
+
+
 @pytest.hookimpl(tryfirst=True, hookwrapper=True)
 def pytest_pyfunc_call(pyfuncitem: Function) -> Optional[object]:
     """
@@ -891,7 +896,7 @@ def wrap_in_sync(
     @functools.wraps(func)
     def inner(*args, **kwargs):
         coro = func(*args, **kwargs)
-        _loop = asyncio.get_event_loop()
+        _loop = _get_event_loop_no_warn()
         task = asyncio.ensure_future(coro, loop=_loop)
         try:
             _loop.run_until_complete(task)
diff --git a/tests/async_fixtures/test_async_fixtures_with_finalizer.py b/tests/async_fixtures/test_async_fixtures_with_finalizer.py
index 699ac49d..b4d2ac94 100644
--- a/tests/async_fixtures/test_async_fixtures_with_finalizer.py
+++ b/tests/async_fixtures/test_async_fixtures_with_finalizer.py
@@ -33,7 +33,7 @@ async def port_afinalizer():
             # RuntimeError is raised if task is created on a different loop
             await finalizer
 
-        asyncio.get_event_loop().run_until_complete(port_afinalizer())
+        asyncio.run(port_afinalizer())
 
     worker = asyncio.ensure_future(asyncio.sleep(0.2))
     request.addfinalizer(functools.partial(port_finalizer, worker))