DyCoDiff: Dynamic Collaborative Diffusion for Text‐Image‐Audio‐to‐Video
DyCoDiff enables text, image, and audio conditions to collaborate before temporal video generation. A multimodal condition fusion layer injects gated text‐centric fusion into the temporal branch, while collaborative losses align generated videos with semantic, visual, and dynamic audio cues for rhythm‐sensitive text‐image‐audio‐to‐video synthesis. Text‐
Youming Zhang +3 more
wiley +1 more source
Incomplete reversed midgut rotation with 540° volvulus in an adult: a case report. [PDF]
Rezaei O +4 more
europepmc +1 more source
Cancer cells progressively spread over intermediate epithelial‐to‐mesenchymal transition states that cause nuclear enlargement and circular redistribution of filamentous vimentin are classified by deformability cytometry coupled to a multi‐region deep learning model with convolutional feature extraction and attention‐based regional aggregation.
Javad Jarmoshti +8 more
wiley +1 more source
Sigmoid Volvulus as One of the Differential Diagnoses for Bradycardia and Hypotension: A Case Report. [PDF]
Suenaga H, Hashikawa R, Usui M, Miki K.
europepmc +1 more source
Negative potential energy content analysis in cracked rotors whirl response. [PDF]
Al-Shudeifat MA, Alhammadi FK.
europepmc +1 more source
AI‐Based Mitochondrial Network Characterization as a Biomarker for DNM1L‐Related Disease Diagnosis
This work provides proof‐of‐concept that AI‐based analysis of mitochondrial network morphology in patient‐derived fibroblasts can identify a phenotypic signature associated with DNM1L deficiency. This automated approach may ultimately provide a complementary functional readout for the interpretation of novel DNM1L variants following genetic testing ...
Uliana Musokhranova +9 more
wiley +1 more source
A Twisted Presentation: Adult Intestinal Malrotation Complicated by Caecal Volvulus and Perforation. [PDF]
Singh EH, Saquib Ali M, Sengar A.
europepmc +1 more source
Multi‐Stage Social Value Orientation‐Based Lane‐Changing Driving for Autonomous Vehicles
A multi‐stage SVO framework is developed to dynamically infer the social preferences of surrounding vehicles from human driving data. By combining offline learning, online SVO estimation, temporal intention tracking, and interaction‐aware planning, the framework enables autonomous vehicles to adapt lane‐changing decisions and trajectories to evolving ...
Nongrui Qin +4 more
wiley +1 more source
Adnexal torsion diagnosis framework with CT-based adaptive preprocessing and deep neural networks. [PDF]
Kim SM +11 more
europepmc +1 more source
This study presents a label‐free spectroscopic platform to evaluate membrane protein conformation on patient‐derived glioblastoma cell membrane‐coated magnetic nanovectors. This work demonstrates that preserving membrane protein integrity during nanoparticle fabrication enhances homotypic tumor targeting and reduces hard protein corona formation ...
Daniele De Pasquale +16 more
wiley +1 more source

