Prediction of Potential Natural Antibiotics Plants Based on Jamu Formula Using Random Forest Classifier

AK Nasution, SH Wijaya, P Gao, RM Islam, M Huang… - Antibiotics, 2022 - mdpi.com
Jamu is the traditional Indonesian herbal medicine system that is considered to have many
benefits such as serving as a cure for diseases or maintaining sound health. A Jamu …

Bipartite graph search optimization for type II diabetes mellitus Jamu formulation using branch and bound algorithm

WA Kusuma, ZI Habibi, MF Amir, A Fadli… - Frontiers in …, 2022 - frontiersin.org
Jamu is an Indonesian traditional herbal medicine that has been practiced for generations.
Jamu is made from various medicinal plants. Each plant has several compounds directly …

Identification of targeted proteins by jamu formulas for different efficacies using machine learning approach

SH Wijaya, FM Afendi, I Batubara, M Huang, N Ono… - Life, 2021 - mdpi.com
Background: We performed in silico prediction of the interactions between compounds of
Jamu herbs and human proteins by utilizing data-intensive science and machine learning …

Comparative studies on drug-target interaction prediction using machine learning and deep learning methods with different molecular descriptors

H Ismail, NHAH Malim, SZM Zobir… - … Conference of Women …, 2021 - ieeexplore.ieee.org
New drugs introduced in the market should not only be able to cure the targeted indications,
but also should have no or minimal side effects to our body. Traditional drug discovery …

In Silico Prediction of Indonesian Herbs Compounds as Covid-19 Supportive Therapy using Support Vector Machine

MD Darma, MR Faisal, I Budiman… - … of Computer and …, 2021 - ieeexplore.ieee.org
Many kinds of research on drug discovery using computational or in silico methods have
been carried out. In this era of the Covid-19 pandemic, this research was also carried out by …

Prediction of Potential Natural Antibiotics based on Jamu Formula Using Machine Learning Approach

AK Nasution, SH Wijaya, M Huang… - 2022 IEEE 22nd …, 2022 - ieeexplore.ieee.org
In order to address antibiotics resistance, multi-drug resistance, and superbugs phenomena,
our research explored the utility of Jamu ingredients on the molecular level to predict new …

Unleashing Black Sea Cucumber's Potential: Identifying Anti-Cancer Compounds Through In Silico Drug Discovery

MF Romdendine, WA Kusuma, A Annisa, M Nurilmala… - 2023 - preprints.org
Despite being an abundant marine organism in Indonesia, black sea cucumber is still
underutilised due to its slightly bitter taste. Previous studies have hinted at the potential of …

PELATIHAN MENDONGENG BAGI KADER PENDONGENG UNTUK MENGENALKAN KEAMANAN KONSUMSI JAMU DAN HERBAL PADA ANAK

C Anwar, F Latifah, S Suparmi - JMM (Jurnal Masyarakat …, 2023 - journal.ummat.ac.id
Sebagai desa wisata rintisan, Desa Candisari, Demak terus melakukan pengembangan
potensi wisata, diantaranya Sanggar Rumah Dongeng. Akan tetapi, upaya pengembangan …

LINGO Profiles Fingerprint and Association Rule Mining for drug-target interaction prediction

MJM Javeed, AKA Khan… - Computing and …, 2023 - 2oldtoojsacad.acad-pub.com
The prediction of drug-target interactions (DTIs) using machine learning techniques together
with the proper representation of compounds can speed up the time-consuming …

Prediction of Therapeutic Usage of Jamu Based on the Composition of Metabolites using Convolutional Neural Network

SH Wijaya, WA Azyati, LS Hasibuan… - … on Computer Science …, 2020 - ieeexplore.ieee.org
Herbal medicine has contributed to the development of modern medicine by examining the
chemical content of medicinal plants. Jamu is a traditional herbal medicine from Indonesia …