Bioinfo Chem

System biology and Infochemistry | Online ISSN 3071-4826
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Bioinfo Chem

Volume 5 Number 1 2023

Bioinfo Chem

Bioinfo Chem

Descriptive Table of Contents


Reviews

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Reviews | (Unspecified) Published online 18 August 2023

Limitations of QSAR Modeling: Data Bias, Curation, and Predictive Reliability in Computational Drug Discovery

Amena Khatun Manica 1*

pp. 1-13
Views: 12 | Downloads: 0

Highlights hidden data-driven biases in QSAR, reframing reliability as a function of data integrity rather than algorithmic sophistication alone.

Abstract | Full Text |PDF (396 KB) | Open Access Article

  

Reviews | (Unspecified) Published online 16 August 2023
Manuscript-In-Press

Generative Flow Networks in Molecular Generation: Stochastic Sampling, Multi-objective Optimization, and Drug Discovery Applications

Mohd Hasan Mujahid 1, Salaman Ahamad 1, Shaista Fatima 1*

 

pp. 1-8
Views: 9 | Downloads: 0

Introduces a stochastic, diversity-driven paradigm for molecular discovery, enabling more realistic, scalable, and multi-objective exploration of chemical space.

Abstract | Full Text | Open Access Article

  

Reviews | (Unspecified) Published online 24 June 2023

Network-Based Systems Biology for Disease Pathway Modeling: Multi-Omics Integration and Computational Analysis

Ramji Gupta 1*, Adesh Kolapkar 2*

pp. 1-12
Views: 9 | Downloads: 0

Reveals how systems biology enables predictive, network-based disease modeling, advancing precision medicine beyond traditional reductionist approaches.

Abstract | Full Text |PDF (316 KB) | Open Access Article

  

Reviews | (Unspecified) Published online 19 June 2023

Multiscale Modeling for Drug Discovery and Precision Pharmacology: Molecular Dynamics, PBPK Modeling, and Virtual Clinical Trials

Shamsuddin Sultan Khan 1*, Tufael 2

pp. 1-14
Views: 11 | Downloads: 0

Bridges molecular mechanisms to clinical outcomes, enabling predictive, personalized drug development and reducing translational failure in modern pharmacology.

Abstract | Full Text |PDF (394 KB) | Open Access Article

  

Reviews | (Unspecified) Published online 27 February 2023
Manuscript-In-Press

Artificial Intelligence in Drug Repurposing: Machine Learning, Deep Learning, and Network-Based Drug Discovery

Shunqi Liu 1*

pp. 1-8
Views: 12 | Downloads: 0

Reveals how AI transforms drug repurposing from chance discovery into systematic, scalable, and data-driven therapeutic innovation framework.

Abstract | Full Text | Open Access Article