Research graph
References from A cfDNA fragmentomics-based machine learning model for predicting treatment response and recurrence in locally advanced rectal cancer after neoadjuvant chemoradiotherapy. Local targets link to admitted publications; unresolved targets remain external evidence.
Future direction of total neoadjuvant therapy for locally advanced rectal cancer
10.1038/s41575-024-00900-9 · 2024 · External reference
Management of locally advanced rectal cancer: ASCO guideline
10.1200/jco.24.01160 · 2024 · External reference
Radiation dose-response model for locally advanced rectal cancer after preoperative chemoradiation therapy
10.1016/j.ijrobp.2012.05.017 · 2013 · External reference
Phase II study of weekly intravenous oxaliplatin combined with oral daily capecitabine and radiotherapy with biologic correlates in neoadjuvant treatment of rectal adenocarcinoma
10.1016/j.ijrobp.2008.01.020 · 2008 · External reference
Comparison of two neoadjuvant chemoradiotherapy regimens for locally advanced rectal cancer: results of the phase III trial ACCORD 12/0405-Prodige 2
10.1200/jco.2009.25.8376 · 2010 · External reference
Preoperative chemoradiation with irinotecan and capecitabine in patients with locally advanced resectable rectal cancer: long-term results of a phase II study
10.1016/j.ijrobp.2009.12.073 · 2011 · External reference
Female urogenital dysfunction following total mesorectal excision for rectal cancer
10.1186/1477-7819-4-6 · 2006 · External reference
Sexual and urinary functioning after rectal surgery: a prospective comparative study with a median follow-up of 8.5 years
10.1007/s00384-011-1288-3 · 2011 · External reference
Incidence and risk factors of surgical complications and anastomotic leakage after transanal total mesorectal excision for middle and low rectal cancer
10.1007/s11605-022-05546-z · 2023 · External reference
Long-term outcome in patients with a pathological complete response after chemoradiation for rectal cancer: a pooled analysis of individual patient data
10.1016/s1470-2045(10)70172-8 · 2010 · External reference
Pathologic complete response rates after neoadjuvant treatment in rectal cancer: an analysis of the national cancer database
10.1245/s10434-017-5873-8 · 2017 · External reference
Prediction of pathological complete response and prognosis in locally advanced rectal cancer
10.4251/wjgo.v16.i6.2520 · 2024 · External reference
Radiomics-based pretherapeutic prediction of non-response to neoadjuvant therapy in locally advanced rectal cancer
10.1245/s10434-019-07300-3 · 2019 · External reference
Pre-treatment T2-WI based radiomics features for prediction of locally advanced rectal cancer non-response to neoadjuvant chemoradiotherapy: a preliminary study
10.3390/cancers12071894 · 2020 · External reference
CT radiomics identifying non-responders to neoadjuvant chemoradiotherapy among patients with locally advanced rectal cancer
10.1002/cam4.5086 · 2023 · External reference
Predictive and prognostic molecular biomarkers for response to neoadjuvant chemoradiation in rectal cancer
10.3390/ijms18030573 · 2017 · External reference
Promises and challenges of predictive blood biomarkers for locally advanced rectal cancer treated with neoadjuvant chemoradiotherapy
10.3390/cells12030413 · 2023 · External reference
Exome and tissue-associated microbiota as predictive markers of response to neoadjuvant treatment in locally advanced rectal cancer
10.3389/fonc.2022.809441 · 2022 · External reference
Serial circulating tumor DNA in predicting and monitoring the effect of neoadjuvant chemoradiotherapy in patients with rectal cancer: a prospective multicenter study
10.1158/1078-0432.ccr-20-2299 · 2021 · External reference
Prognostic value of ctDNA detection in patients with locally advanced rectal cancer undergoing neoadjuvant chemoradiotherapy: a systematic review and meta-analysis
10.1093/oncolo/oyad151 · 2023 · External reference
Circulating tumour DNA in predicting and monitoring survival of patients with locally advanced rectal cancer undergoing multimodal treatment: long-term results from a prospective multicenter study
10.1016/j.ebiom.2024.105548 · 2025 · External reference
Benchmarking DNA large language models on quadruplexes
10.1016/j.csbj.2025.03.007 · 2025 · External reference
GENA-LM: a family of open-source foundational DNA language models for long sequences
10.1093/nar/gkae1310 · 2025 · External reference
DNABERT-2: efficient foundation model and benchmark for multi-species genome
2024 · External reference
The eighth edition AJCC cancer staging manual: continuing to build a bridge from a population-based to a more "personalized" approach to cancer staging
2017 · External reference
Trimmomatic: a flexible trimmer for illumina sequence data
10.1093/bioinformatics/btu170 · 2014 · External reference
Fast and accurate short read alignment with burrows-wheeler transform
10.1093/bioinformatics/btp324 · 2009 · External reference
VarScan 2: somatic mutation and copy number alteration discovery in cancer by exome sequencing
10.1101/gr.129684.111 · 2012 · External reference
Neural machine translation of rare words with subword units
2016 · External reference
Dnabert-2: efficient foundation model and benchmark for multi-species genome
2024 · External reference
Attention-based deep multiple instance learning
2018 · External reference
Data-efficient and weakly supervised computational pathology on whole-slide images
10.1038/s41551-020-00682-w · 2021 · External reference
Association between the nucleosome footprint of plasma DNA and neoadjuvant chemotherapy response for breast cancer
10.1038/s41523-021-00237-5 · 2021 · External reference
Transanal endoscopic microsurgery vs. radical surgery for mid-low rectal cancer in patients with clinical complete or near-complete response after neoadjuvant chemoradiotherapy
10.1200/jco.2024.42.16_suppl.e15616 · 2024 · External reference
Organ preservation with local excision or active surveillance following chemoradiotherapy for rectal cancer
10.1038/bjc.2016.417 · 2017 · External reference
Organ preservation in patients with rectal adenocarcinoma treated with total neoadjuvant therapy
10.1200/jco.22.00032 · 2022 · External reference
Long-term outcome of an organ preservation program after neoadjuvant treatment for rectal cancer
10.1093/jnci/djw171 · 2016 · External reference
