diff --git a/science/py-nilearn/Makefile b/science/py-nilearn/Makefile
index de7862b37fb5..008f15971e7b 100644
--- a/science/py-nilearn/Makefile
+++ b/science/py-nilearn/Makefile
@@ -1,45 +1,45 @@
 PORTNAME=	nilearn
-DISTVERSION=	0.10.4
+DISTVERSION=	0.11.1
 CATEGORIES=	science python
 MASTER_SITES=	PYPI
 PKGNAMEPREFIX=	${PYTHON_PKGNAMEPREFIX}
 
 MAINTAINER=	yuri@FreeBSD.org
 COMMENT=	Statistical learning for neuroimaging in Python
 WWW=		https://nilearn.github.io/
 
 LICENSE=	BSD3CLAUSE
 LICENSE_FILE=	${WRKSRC}/LICENSE
 
 DEPRECATED=	Depends on expired devel/py-codecov
 EXPIRATION_DATE=2024-12-31
 
 BUILD_DEPENDS=	${PYTHON_PKGNAMEPREFIX}hatch-vcs>0:devel/py-hatch-vcs@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}hatchling>0:devel/py-hatchling@${PY_FLAVOR}
 RUN_DEPENDS=	${PYTHON_PKGNAMEPREFIX}codecov>0:devel/py-codecov@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}joblib>=1.0.0:devel/py-joblib@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}joblib>=1.2.0:devel/py-joblib@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}lxml>0:devel/py-lxml@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}matplotlib>0:math/py-matplotlib@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}nibabel>=4.0.0:science/py-nibabel@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}nibabel>=5.2.0:science/py-nibabel@${PY_FLAVOR} \
 		${PYNUMPY} \
 		${PYTHON_PKGNAMEPREFIX}packaging>0:devel/py-packaging@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}pandas>=1.1.5:math/py-pandas@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}pandas>0:math/py-pandas@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}requests>=2.25.0:www/py-requests@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}scikit-learn>=1.0.0:science/py-scikit-learn@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}scikit-learn>=1.4.0:science/py-scikit-learn@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}scipy>=1.8.0:science/py-scipy@${PY_FLAVOR} \
 		bash:shells/bash
 TEST_DEPENDS=	${PYTHON_PKGNAMEPREFIX}pytest>0:devel/py-pytest@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}pytest-cov>=0:devel/py-pytest-cov@${PY_FLAVOR}
 
 USES=		python shebangfix
 USE_PYTHON=	pep517 autoplist
 
 SHEBANG_FILES=	nilearn/datasets/tests/data/list_archive_contents.sh \
 		nilearn/plotting/glass_brain_files/plot_align_svg.py
 
 NO_ARCH=	yes
 
 do-test:
 	@cd ${WRKSRC} && ${PYTHON_CMD} -m pytest -rs -v
 
 .include <bsd.port.mk>
diff --git a/science/py-nilearn/distinfo b/science/py-nilearn/distinfo
index c8ea74df68c9..8f13c7435820 100644
--- a/science/py-nilearn/distinfo
+++ b/science/py-nilearn/distinfo
@@ -1,3 +1,3 @@
-TIMESTAMP = 1726458750
-SHA256 (nilearn-0.10.4.tar.gz) = 9450bd56a776d997b324f45dd18bf96e89bd8d80160974fcc759333fbaea35c2
-SIZE (nilearn-0.10.4.tar.gz) = 12442599
+TIMESTAMP = 1735072241
+SHA256 (nilearn-0.11.1.tar.gz) = a01df08fc6c8ded3cd6fb7a211634603ad46a6df780504b6d05222c2e7a972fe
+SIZE (nilearn-0.11.1.tar.gz) = 12481586