MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowle - CVF Open Access

MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided... To address this, we pro- pose MLIP, a novel framework leveraging domain-specific medical...

Extending Neural P-frame Codecs for B-frame Coding

Extending Neural P-frame Codecs for B-frame Coding Reza... P-frame coding (predicting each frame from past ones), in this... As a result, B-frame coding capability can easily be added to an...

Improving Deep Video Compression by Resolution-adaptive Flow Coding

Improving Deep Video Compression by Resolution-adaptive Flow Coding Zhihao Hu 1∗ , Zhenghao... MV encoder. To handle complex or simple motion patterns globally, our frame-level scheme...

EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image

dard encoder). Our rigorous evaluations across 12 datasets that belong to six medical image segmentation tasks re- veal that... their pro- ficiency in handling spatial relationships in...

Generalized Zero-Shot Text Classification for ICD Coding

We introduce the first fea- ture generation framework tailored for zero-shot ICD coding by exploiting existing medical knowledge from limited data. Zero-shot text classification. [Pushp and...

Bridging the Code Gap: A Joint Learning Framework Across Medical Coding Systems - ACL Anthology

shared encoder and explicitly captures the relationships across these coding systems using the medical code attention... To leverage this information effectively, we pro- pose the Medical...

Virtua Health Profee Clinical Data Quality Admin (CDQA) / Coding Auditor / Codin - Linked in

pro-fee) coding quality and audits, education and training, etc. for CPT, ICD-10-CM, and HCPCS codes for Virtua Medical... design, encoder required Subject matter expertise in the areas of...

MED-VT: Multiscale Encoder-Decoder Video Transformer with Application to Object

MED-VT: Multiscale Encoder-Decoder Video Transformer with... Moreover, we pro- pose a transductive learning scheme through... Other work has proposed multiscale transformer de- coding [6]...

Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image

To this end, we construct an equivariant contrastive loss to strengthen global representation learning ability of the encoder. Ex- tensive experiments conducted on popular medical image...

Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendati

Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation Xindi... the encoder for label predictions. However, some remaining difficulties have still posed im...