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MGraphDTA: deep multiscale graph neural network for explainable drug-target binding affinity prediction

Chemical science (Cambridge), 2022-01, Vol.13 (3), p.816-833

2022

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Lung Lesion Localization of COVID-19 From Chest CT Image: A Novel Weakly Supervised Learning Method

IEEE journal of biomedical and health informatics, 2021-06, Vol.25 (6), p.1864-1872

2021

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Beware of docking

Trends in pharmacological sciences (Regular ed.), 2015-02, Vol.36 (2), p.78-95

Chen, Yu-Chian

2015

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TCM Database@Taiwan: the world's largest traditional Chinese medicine database for drug screening in silico

PloS one, 2011-01, Vol.6 (1), p.e15939-e15939

2011

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Learning size-adaptive molecular substructures for explainable drug-drug interaction prediction by substructure-aware graph neural network

Chemical science (Cambridge), 2022-07, Vol.13 (29), p.8693-873

2022

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FusionDTA: attention-based feature polymerizer and knowledge distillation for drug-target binding affinity prediction

Briefings in bioinformatics, 2022-01, Vol.23 (1)

2022

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3DGT-DDI: 3D graph and text based neural network for drug–drug interaction prediction

Briefings in bioinformatics, 2022-05, Vol.23 (3)

2022

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Retrosynthesis prediction using an end-to-end graph generative architecture for molecular graph editing

Nature communications, 2023-05, Vol.14 (1), p.3009-14, Article 3009

2023

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TCMBank: bridges between the largest herbal medicines, chemical ingredients, target proteins, and associated diseases with intelligence text mining

Chemical science (Cambridge), 2023-10, Vol.14 (39), p.1684-171

2023

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Insight into molecular dynamics simulation of BRAF(V600E) and potent novel inhibitors for malignant melanoma

International journal of nanomedicine, 2015-01, Vol.10, p.3131-3146

2015

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Multitask deep learning with dynamic task balancing for quantum mechanical properties prediction

Physical chemistry chemical physics : PCCP, 2022-03, Vol.24 (9), p.5383-5393

2022

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Early Diagnosis of Mild Cognitive Impairment due to Alzheimer's Disease Using a Composite of MemTrax and Blood Biomarkers

Journal of Alzheimer's disease, 2023-01, Vol.94 (3), p.1093-1103

2023

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Parkinson's severity diagnosis explainable model based on 3D multi-head attention residual network

Computers in biology and medicine, 2024-03, Vol.170, p.107959-107959, Article 107959

2024

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Enhancing adversarial defense for medical image analysis systems with pruning and attention mechanism

Medical physics (Lancaster), 2021-10, Vol.48 (10), p.6198-6212

2021

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A novel integrated framework and improved methodology of computer-aided drug design

Current topics in medicinal chemistry, 2013-05, Vol.13 (9), p.965-988

Chen, Calvin Yu-Chian

2013

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CARes‐UNet: Content‐aware residual UNet for lesion segmentation of COVID‐19 from chest CT images

Medical physics (Lancaster), 2021-11, Vol.48 (11), p.7127-7140

2021

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Weakly Supervised Posture Mining for Fine-Grained Classification

2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, p.23735-23744

2023

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A novel artificial intelligence protocol to investigate potential leads for Parkinson's disease

RSC advances, 2020-06, Vol.1 (39), p.22939-22958

2020

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PSSP-MFFNet: A Multifeature Fusion Network for Protein Secondary Structure Prediction

ACS omega, 2024-02, Vol.9 (5), p.5985-5994

2024

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MFAE: Multilevel Feature Aggregation Enhanced Drug‐Target Affinity Prediction for Drug Repurposing Against Colorectal Cancer

Advanced intelligent systems, 2024-03, Vol.6 (3), p.n/a

2024

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Enhancing discriminative appearance model for visual tracking

Expert systems with applications, 2023-06, Vol.219, p.119670, Article 119670

2023

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Insight into potent leads for alzheimer's disease by using several artificial intelligence algorithms

Biomedicine & pharmacotherapy, 2020-09, Vol.129, p.110360-110360, Article 110360

2020

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Identification of potent EGFR inhibitors from TCM Database@Taiwan

PLoS computational biology, 2011-10, Vol.7 (10), p.e1002189-e1002189

2011

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Geometric Interaction Graph Neural Network for Predicting Protein–Ligand Binding Affinities from 3D Structures (GIGN)

The journal of physical chemistry letters, 2023-03, Vol.14 (8), p.2020-2033

2023

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Capsule–Encoder–Decoder: A Method for Generalizable Building Extraction from Remote Sensing Images

Remote sensing (Basel, Switzerland), 2022-03, Vol.14 (5), p.1235

2022

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MGraphDTA: deep multiscale graph neural network for explainable drug-target binding affinity prediction

Lung Lesion Localization of COVID-19 From Chest CT Image: A Novel Weakly Supervised Learning Method

Beware of docking

TCM Database@Taiwan: the world's largest traditional Chinese medicine database for drug screening in silico

Learning size-adaptive molecular substructures for explainable drug-drug interaction prediction by substructure-aware graph neural network

FusionDTA: attention-based feature polymerizer and knowledge distillation for drug-target binding affinity prediction

3DGT-DDI: 3D graph and text based neural network for drug–drug interaction prediction

Retrosynthesis prediction using an end-to-end graph generative architecture for molecular graph editing

TCMBank: bridges between the largest herbal medicines, chemical ingredients, target proteins, and associated diseases with intelligence text mining

Insight into molecular dynamics simulation of BRAF(V600E) and potent novel inhibitors for malignant melanoma

Multitask deep learning with dynamic task balancing for quantum mechanical properties prediction

Early Diagnosis of Mild Cognitive Impairment due to Alzheimer's Disease Using a Composite of MemTrax and Blood Biomarkers

Parkinson's severity diagnosis explainable model based on 3D multi-head attention residual network

Enhancing adversarial defense for medical image analysis systems with pruning and attention mechanism

A novel integrated framework and improved methodology of computer-aided drug design

CARes‐UNet: Content‐aware residual UNet for lesion segmentation of COVID‐19 from chest CT images

Weakly Supervised Posture Mining for Fine-Grained Classification

A novel artificial intelligence protocol to investigate potential leads for Parkinson's disease

PSSP-MFFNet: A Multifeature Fusion Network for Protein Secondary Structure Prediction

MFAE: Multilevel Feature Aggregation Enhanced Drug‐Target Affinity Prediction for Drug Repurposing Against Colorectal Cancer

Enhancing discriminative appearance model for visual tracking

Insight into potent leads for alzheimer's disease by using several artificial intelligence algorithms

Identification of potent EGFR inhibitors from TCM Database@Taiwan

Geometric Interaction Graph Neural Network for Predicting Protein–Ligand Binding Affinities from 3D Structures (GIGN)

Capsule–Encoder–Decoder: A Method for Generalizable Building Extraction from Remote Sensing Images

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