Parkinson’s disease (PD) is a serious neurodegenerative disease, and is faced with the
realistic
problems of few doctors, nonobjective diagnosis and discontinuous follow-ups. Currently, the
Movement Disorder Society‐sponsored revision of the Unified Parkinson's Disease Rating Scale
(MDS-UPDRS) is the gold standard for clinical diagnosis and evaluation of PD, and hence
intelligent assessment based on this scale is very crucial.
IEEE TCSVT 2023 · MedIA 2022 · IEEE TMM 2022 · IEEE TCSVT 2022 · IEEE TNSRE 2021
Pancreatic cancer is one of the most lethal malignant tumors and is considered as the "king of
cancers" for the following possible reasons:
1) lack of early alert indications and effective screening/early diagnosis instruments,
resulting in most patients being diagnosed at the advanced stage;
2) poor prognostic due to difficulty in preoperative assessment of prognostic risk factors;
3) surgical resection is the most effective treatment, but it is regarded as the most
challenging general surgery due to its complicated anatomical structure and the involvement of
critical blood vessels.
IEEE TMI 2023 · MedIA 2023 · IEEE JBHI 2023 · MedIA 2022 · IEEE TMI 2022 · IEEE JBHI 2022 · NEUROCOMPUTING
2021 · Phys. Med. Biol. 2021
Biomedical data analysis faces technical challenges such as missing values, small sample sizes,
and high dimensions. Specific clinical demands often make the collection of clinical data only
partially available, resulting in missing values. This also leads to a small sample size; that
is, the samples containing the same data modal are always few. In addition, a certain modal of
data may suffer from a high dimensionality.
IEEE TMI 2023 · COMPUT BIOL MED 2023 · IEEE JBHI 2021
