Mr.Chongwei Shi Enhances Genomic Analysis Through Signal Processing and Machine Learning Integration for Gene Identification

A signal-processing–based framework converts DNA sequences into numerical signals to identify protein-coding regions. By integrating spectral ...
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Advancing Ancient DNA Research: New Methods Reshape Paleogenomics

Ancient DNA (aDNA) research, or paleogenomics, extracts and analyzes genetic material from the remains of ancient organisms, including humans, animals, and plants. Due to its age and exposure to ...
The Manila Times

Chongwei Shi Advances Biostatistical Methods and Computational Biology Through Deep Learning and Statistical Shape Analysis

A deep learning framework combines convolutional and bidirectional recurrent networks to improve protein function prediction from genomic sequences. By automating feature extraction and capturing long ...
ascopubs.org

Predictive Effectiveness of Circulating Tumor DNA in Recurrent Early-Stage Non–Small Cell Lung Cancer: An Updated Meta-Analysis

We conducted a systematic meta-analysis of 30 studies involving 3,287 patients with postoperative NSCLC to evaluate the diagnostic performance of ctDNA-based MRD testing for recurrence detection and ...