| สาขาวิชา: | สาขาวิชาเภสัชเคมี | |
| คุณวุฒิ: | ปริญญาเอก Ph.D. | |
| สถานะ: | พนักงานมหาวิทยาลัย | |
| อีเมลล์: | tarasri@kku.ac.th | |
| h-index | 2 |
3D cell cultures; QSAR; Machine learning; drug uptake; In vitro pharmacokinetics; cancers; Artificial intelligent; natural products; cytotoxicity; NMR; FTIR
3D cell cultures; QSAR; Machine learning; drug uptake; In vitro Pharmacokinetics and Pharmacodynamics; Cancers; Artificial intelligent in pharmaceuticals; FTIR; Molecular dynamcis; Prodrug synthesis; Biophamaceutics
ตีพิมพ์ระดับชาติ
ตีพิมพ์ระดับนานาชาติ
ประชุมวิชาการระดับชาติ
ประชุมวิชาการระดับนานาชาติ
| No. | Document title | Author(s) | Source title | VOL | NO. | PAGE | QUALITY | MONTH | YEAR | Impact Factor |
|---|---|---|---|---|---|---|---|---|---|---|
| 1: 33593 | เทคนิคพื้นฐานและแบบจำลองเซลล์ไลน์เพาะเลี้ยง | นาถธิดา วีระปรียากูร, ธราพงษ์ ศรีสงคราม | พื้นฐานสู่การประยุกต์ใช้เพื่อทดสอบฤทธิ์ต้านมะเร็ง | 2561 | 1 | 177195 | Jan | 2018 | 1 | |
| 2: 33592 | ซิงโครตรอน ติดตามคุณภาพเซลล์มะเร็งรูปแบบสามมิติ. Thai Synchrotron national lab. | Tarapong Srisongkram, Natthida Weerapreeyakul | Int. J. Mol. Sci | 21 | 11 | 4141 | Jun | 2020 | 5.924 |
| No. | Document title | Author(s) | Source title | QUARTILE | H-INDEX | VOL | NO. | PAGE | QUALITY | MONTH | YEAR | Impact Factor |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 |
Accurate prediction of anticancer peptides using a stacking ensemble of convolutional and transformer models with conjoint sequence representations รางวัลการตีพิมพ์ |
Huynh Anh Duy, Phurinut Khampasri, Pimmada Janthanet, Patlissa Pattiyamongkhonkul, Tarapong Srisongkram | Computers in Biology and Medicine | Q1 | 202 | 1 | 111463 | Feb | 2026 | 6.3 | ||
| 2 |
Accurate structure-activity relationship prediction of antioxidant peptides using a multimodal deep learning framework รางวัลการตีพิมพ์ |
Huynh Anh Duy, Tarapong Srisongkram | Journal of Cheminformatics | Q1 | 17 | 1 | Article 16 | Nov | 2025 | 5.7 | ||
| 3 |
Active Stacking-Deep Learning with Strategic Sampling for Small and Imbalanced Chemical Toxicity Prediction รางวัลการตีพิมพ์ |
Darlene Nabila Zetta, Watshara Shoombuatong, Tarapong Srisongkram | ACS Omega | Q1 | 10 | 45 | 5390753926 | Nov | 2025 | 4.4 | ||
| 4 |
MetaAMPK: Accurate Prediction of Adenosine Monophosphate-Activated Protein Kinase Activators Using a Meta-Learner Neural Network รางวัลการตีพิมพ์ |
Andi Endang Kusuma Intan, Darlene Nabila Zetta Zetta, Kanokwan Jarukamjorn, Tarapong Srisongkram | ACS Omega | Q1 | 10 | 38 | 43616-43631 | Sep | 2025 | 4.4 | ||
| 5 |
Toward Explainable Carcinogenicity Prediction: An Integrated Cheminformatics Approach and Consensus Framework for Possibly Carcinogenic Chemicals รางวัลการตีพิมพ์ |
Huynh Anh Duy Duy, Tarapong Srisongkram | Journal of Chemical Information and Modeling | Q1 | 65 | 19 | 1019410220 | Sep | 2025 | 5.3 | ||
| 6 |
StackNAFLD: An Accurate Stacking Ensemble Learning Targeting NAFLD Treatment รางวัลการตีพิมพ์ |
Andi Endang Kusuma Intan, Kanokwan Jarukamjorn, Tarapong Srisongkram | ACS Omega | Q1 | 10 | 33 | 3709637114 | Aug | 2025 | 4.2 | ||
| 7 |
Multimodal Deep Learning for Generating Potential Anti-Dengue Peptides รางวัลการตีพิมพ์ |
Huynh Anh Duy, Tarapong Srisongkram | ACS Omega | Q1 | 10 | 34 | 3865338674 | Aug | 2025 | 4.3 | ||
| 8 |
A hybrid framework of generative deep learning for antiviral peptide discovery รางวัลการตีพิมพ์ |
Huynh Anh Duy Huynh Anh Duy, Tarapong Srisongkram | Scientific Reports | Q1 | 15 | 1 | 25554 | Jul | 2025 | 3.9 | ||
| 9 |
AppHerb: Language Model for Recommending Traditional Thai Medicine รางวัลการตีพิมพ์ |
Thanawat Piyasawetkul, Suppachai Tiyaworanant, Tarapong Srisongkram | AI | 6 | 8 | 170 | Jul | 2025 | 5.0 | |||
| 10 |
Stacking Ensemble Neural Network for Chemical Safety Assessment: A Case Study of Thyroid Peroxidase and Natural Product Screening รางวัลการตีพิมพ์ |
Darlene Nabila Zetta, Tarapong Srisongkram | ACS Omega | Q1 | 10 | 28 | 30450-30466 | Jul | 2025 | 4.3 | ||
| 11 |
Deep Generative Models for the Discovery of Antiviral Peptides Targeting Dengue Virus: A Systematic Review รางวัลการตีพิมพ์ |
Huynh Anh Duy, Tarapong Srisongkram | International Journal of Molecular Sciences | Q1 | 26 | 13 | 6159 | Jul | 2025 | 4.9 | ||
| 12 |
Protecting your skin: a highly accurate LSTM network integrating conjoint features for predicting chemical-induced skin irritation รางวัลการตีพิมพ์ |
Huynh Anh Duy, Tarapong Srisongkram | Journal of Cheminformatics | Q1 | 17 | - | 39 | Mar | 2025 | |||
| 13 |
Bidirectional Long Short-Term Memory (BiLSTM) Neural Networks with Conjoint Fingerprints: Application in Predicting Skin-Sensitizing Agents in Natural Compounds รางวัลการตีพิมพ์ |
Huynh Anh Duy, Tarapong Srisongkram Srisongkram | Journal of Chemical Information and Modeling | Q1 | 65 | 6 | 30353047 | Mar | 2025 | 5.7 | ||
| 14 |
ToxSTK: A multi-target toxicity assessment utilizing molecular structure and stacking ensemble learning รางวัลการตีพิมพ์ |
Surapong Boonsom, Panisara Chamnansil, Sarote Boonseng, Tarapong Srisongkram | Computers in Biology and Medicine | Q1 | 185 | - | 109480 | Feb | 2025 | 7.0 | ||
| 15 |
Comparative Analysis of Recurrent Neural Networks with Conjoint Fingerprints for Skin Corrosion Prediction |
Huynh Anh Duy, Tarapong Srisongkram | Journal of Chemical Information and Modeling | Q1 | 65 | - | 1305-1317 | Jan | 2025 | 5.7 | ||
| 16 |
The metabolic response of HepG2 cells to extracellular vesicles derived from Raphanus sativus L. var. caudatus Alef microgreens probed by chemometrics-assisted LC-MS/MS analysis |
Karnchanok Kaimuangpak, Tarapong Srisongkram, Marko Lehtonen, Jarkko Rautio, Natthida Weerapreeyakul | Food Chemistry | Q1 | 461 | - | 140833 | Dec | 2024 | 8.8 | ||
| 17 |
DeepRA: A novel deep learning-read-across framework and its application in non-sugar sweeteners mutagenicity prediction |
Tarapong Srisongkram | Computers in Biology and Medicine | Q1 | 178 | - | 108731 | Aug | 2024 | 7.7 | ||
| 18 |
Pickering Emulsion of Oleoresin from Dipterocarpus alatus Roxb. ex G. Don and Its Antiproliferation in Colon (HCT116) and Liver (HepG2) Cancer Cells |
Piman Pocasap, Kawintra Tamprasit, Thanyathanya Rungsri, Karnchanok Kaimuangpak, Tarapong Srisongkram, Somporn Katekaew, Khanita Kamwilaisak, Ploenthip Ploenthip, Natthida Weerapreeyakul | Molecules | Q1 | 29 | 11 | 2695 | Jun | 2024 | 4.2 | ||
| 19 |
Probing the stability and quality of the cellulose-based Pickering emulsion containing sesamolin-enriched sesame oil by chemometrics-assisted ATR-FTIR spectroscopy |
Reny Rosalina, Khanita Kamwilaisak, Khaetthareeya Sutthanut, Tarapong Srisongkram, Natthida Weerapreeyakul | Food Chemistry | Q1 | 452 | - | 139555 | May | 2024 | 8.5 | ||
| 20 |
Insights into the structure-activity relationship of pyrimidine-sulfonamide analogues for targeting BRAF V600E protein |
Tarapong Srisongkram, Dheerapat Tookkane | Biophysical Chemistry | Q2 | 307 | - | 107179 | Apr | 2024 | 3.628 | ||
| 21 |
Prediction of Spheroid Cell Death Using Fluorescence Staining and Convolutional Neural Networks |
Tarapong Srisongkram, Nur Fadhilah Syahid, Thanawat Piyasawetkul, Pannaphat Thirawatthanasak, Patcharapa Khamtang, Nathida Sawasnopparat, Dheerapat Tookkane, Natthida Natthida, Ploenthip Puthongking | Chemical Research in Toxicology | Q1 | 36 | 12 | 1980-1989 | Dec | 2023 | 4.1 | ||
| 22 |
Ensemble Quantitative Read-Across StructureActivity Relationship Algorithm for Predicting Skin Cytotoxicity |
Tarapong Srisongkram | Chemical Research in Toxicology | Q1 | 36 | 12 | 1961-1972 | Dec | 2023 | 4.1 | ||
| 23 |
Stacked ensemble learning on HaCaT cytotoxicity for skin irritation prediction: A case study on dipterocarpol |
Tarapong Srisongkram, Nur Fadhilah Syahid, Dheerapat Tookkane, Natthida Weerapreeyakul, Ploenthip Puthongking | Food and Chemical Toxicology | Q1 | 181 | - | 114115 | Nov | 2023 | 4.3 | ||
| 24 |
Phytochemical Screening on Phenolic, Flavonoid Contents, and Antioxidant Activities of Six Indigenous Plants Used in Traditional Thai Medicine |
Tanawuth Tiranakwit, Wimonwan Puangpun, Kawintra Tamprasit, Natthapong Wichai, Sirithon Siriamornpun, Tarapong Srisongkram, Natthida Weerapreeyakul | International Journal of Molecular Sciences | Q1 | 24 | 17 | 13425 | Aug | 2023 | 4.9 | ||
| 25 |
StackBRAF: A Large-Scale Stacking Ensemble Learning for BRAF Affinity Prediction |
Nur Fadhilah Syahid, Natthida Weerapreeyakul, Tarapong Srisongkram | ACS Omega | Q1 | 8 | 23 | 20881-20891 | Jun | 2023 | 4.132 | ||
| 26 |
Prediction of KRASG12C inhibitors using conjoint fingerprint and machine learning-based QSAR models |
Tarapong Srisongkram, Patcharapa Khamtang, Natthida Weerapreeyakul | Journal of Molecular Graphics and Modelling | Q2 | 122 | - | 108466 | Apr | 2023 | 2.941 | ||
| 27 |
Bioactive Compounds, Antioxidant Activities, and HPLC Analysis of Nine Edible Sprouts in Cambodia |
Visessakseth So, Philip Poul, Sokunvary Oeung, Pich Srey, Kimchhay Mao, Huykhim Ung, Poliny Eng, Mengkhim Heim, Marnick Srun, Chantha Chheng, Sin Chea, Tarapong Srisongkram, Natthida Weerapreeyakul | Molecules | Q1 | 28 | 6 | 2874 | Mar | 2023 | 4.927 | ||
| 28 |
Polyphenol and Tryptophan Contents of Purple Corn (Zea mays L.) Variety KND and Butterfly Pea (Clitoria ternatea) Aqueous Extracts: Insights into Phytochemical Profiles with Antioxidant Activities and PCA Analysis |
Juthamat Ratha, Chawalit Yongram, Panyada Panyatip, Patcharapol Powijitkul, Pimolwan Siriparu, Suthida Datham, Aroonsri Priprem, Tarapong Srisongkram, Ploenthip Puthongking | Plants | Q1 | 12 | 3 | 603 | Jan | 2023 | 4.658 | ||
| 29 |
Drug Repurposing against KRAS Mutant G12C: A Machine Learning, Molecular Docking, and Molecular Dynamics Study |
Tarapong Srisongkram, Natthida Weerapreeyakul | International Journal of Molecular Sciences | Q1 | 24 | 1 | 669 | Dec | 2022 | 6.208 | ||
| 30 |
Effect of Germination and Illumination on Melatonin and Its Metabolites, Phenolic Content, and Antioxidant Activity in Mung Bean Sprouts |
Pimolwan Siriparu, Panyada Panyatip, Thanawat Pota, Juthamat Ratha, Chawalit Yongram, Tarapong Srisongkram, Bunleu Sungthong, Ploenthip Puthongking | Plants | Q1 | 11 | 21 | 2990 | Nov | 2022 | 4.67 | ||
| 31 |
Improvement in the binding specificity of anti-isomiroestrol antibodies by expression as fragments under oxidizing conditions inside the SHuffle T7 E. coli cytoplasm |
Wipawee Juengsanguanpornsuk, Tharita Kitisripanya, Panitch Boonsnongcheep, Gorawit Yusakul, Tarapong Srisongkram, Seiichi Sakamoto, Waraporn Putalun | Bioscience, Biotechnology, and Biochemistry | 86 | 10 | 1368-1377 | Oct | 2022 | 2.337 | |||
| 32 |
Development of Sesamol Carbamate-L-Phenylalanine Prodrug Targeting L-Type Amino Acid Transporter1 (LAT1) as a Potential Antiproliferative Agent against Melanoma. |
Tarapong Srisongkram, K. Bahrami, J. Järvinen, J. Timonen, J. Rautio, Natthida Weerapreeyakul | International journal of molecular sciences | Q1 | 23 | 15 | 8446 | Aug | 2022 | 6.208 | ||
| 33 |
Route of intracellular uptake and cytotoxicity of sesamol, sesamin, and sesamolin in human melanoma SK-MEL-2 cells. |
Tarapong Srisongkram, Natthida Weerapreeyakul | Biomedicine & Pharmacotherapy | 146 | - | 112528 | Feb | 2022 | 6.53 | |||
| 34 |
Machine Learning and In Vitro Chemical Screening of Potential α-Amylase and α-Glucosidase Inhibitors from Thai Indigenous Plants |
Tarapong Srisongkram, Sasisom Waithong, Thaweesak Thitimetharoch, Natthida Weerapreeyakul | Nutrients | Q1 | 14 | 2 | 14020267 | Jan | 2022 | 5.719 | ||
| 35 |
Evaluation of Melanoma (SK-MEL-2) Cell Growth between Three-Dimensional (3D) and Two-Dimensional (2D) Cell Cultures with Fourier Transform Infrared (FTIR) Microspectroscopy. |
Tarapong Srisongkram, Natthida Weerapreeyakul | International Journal of Molecular Sciences | Q1 | 21 | 11 | 4141 | Jun | 2020 | 5.924 | ||
| 36 |
Role of L-Type Amino Acid Transporter 1 (LAT1) for the Selective Cytotoxicity of Sesamol in Human Melanoma Cells |
Tarapong Srisongkram, Natthida Weerapreeyakul, Jussi Kärkkäinen, Jarkko Rautio | MOLECULES | Q1 | 24 | 21 | 1-15 | isi,scopus | Oct | 2019 | 3.098 | |
| 37 |
Validation of Cell-Based Assay for Quantification of Sesamol Uptake and Its Application for Measuring Target Exposure |
Tarapong Srisongkram, Natthida Weerapreeyakul | MOLECULES | Q1 | 24 | 19 | 1-13 | isi,scopus | Sep | 2019 | 3.098 |
| No. | Document title | Author(s) | Date | Source title | Location/Town Country |
|---|---|---|---|---|---|
| 1 | VitCNN: An image-based drug stability prediction of commercial vitamin C tablet | Parames Buapan, Tarapong Srisongkram | 18 ก.พ. 2566 - 19 ก.พ. 2566 | การประชุมวิชาการและนำเสนอผลงานระดับชาติ The 14th Annual Northeast Pharmacy Research Conference of 2023 (NEPhReC 2023) Creatng Impact through Community-based Education |
มหาวิทยาลัยมหาสารคาม |
| 2 | Fourier transform infrared (FTIR) microspectroscopy distinguished between adherent and multicellular tumor spheroid cell culture in human malignant melanoma cells | Tarapong Srisongkram, Natthida Weerapreeyakul | 1 พ.ค. 2562 - 1 พ.ค. 2562 | Annual User Meeting 2019 Synchrotron Light Research Institute (Public Organization) |
The Sukosol Hotel Bangkok. Bangkok, Thailand |
| 3 | Competitive uptake of sesamol with L-amino acids in melanoma cells. RGJ-University Forum (Northeast) | Tarapong Srisongkram, Natthida Weerapreeyakul | 23 พ.ค. 2564 - 23 พ.ค. 2564 | RGJ-Ph.D. Thailand Research Fund. Khon Kaen |
Avani Khon Kaen hotel & convention centre. Thailand |
| 4 | Protein expression and characterization of anti-isomiroestrol antigen-binding fragment (Fab) in E. coli | Rathamon Sittitammachot, Tarapong Srisongkram, Tharita Kitisripanya, Gorawit Yusakul, Waraporn Putalun | 17 มี.ค. 2561 - 18 มี.ค. 2561 | การประชุมวิชาการและนำเสนอผลงานทางวิชาการระดับชาติ คณะเภสัชศาสตร์ 3 สถาบัน ประจำปีการศึกษา 2560 The 10th Annual Northeast Pharmacy Research Confee of 2018 การวิจัยและพัฒนาสู่ความมั่งคั่ง มั่นคง และยั่งยืน Research and Development towards Wealth, Security and Sustainability |
ห้องประชุมคณะเภสัชศาสตร์ มหาวิทยาลัยขอนแก่น จังหวัดขอนแก่น ขอนแก่น ประเทศไทย |
| No. | Document title | Author(s) | Date | Source title | Location/Town Country |
|---|---|---|---|---|---|
| 1 | Skin Irritation Evaluation of Dipterocarpol using QSAR Modeling | Tarapong Srisongkram | 22 Aug 2023 - 25 Aug 2023 | The 7th Current Drug Development International Conference 2023 & 1st World Kratom Conference 2023 (CDD2023 & WKC2023) |
Novotel Phuket City Phokeethra Hotel, Phuket, Thailand. |
| 2 | Stacking ensemble learning model for predicting BRAF affinity | Nur Fadhilah Syahid, Natthida Weerapreeyakul, Tarapong Srisongkram | 22 Aug 2023 - 25 Aug 2023 | The 7th Current Drug Development International Conference 2023 & The 1st World Kratom Conference |
Novotel Phuket city Phokeethra, Phuket, Thailand |
| 3 | Transportation Pathways of Sesamol in Melanoma (SK-MEL-2) Cells. | Tarapong Srisongkram, Natthida Weerapreeyakul | 26 Apr 2021 - 28 Apr 2021 | The Fifth International Symposium on Pharmaceutical and Biomedical Sciences (5th ISPBS) |
Kilis 7 Aralık University. Cappadocia, Nevsehir, Turkey |
| 4 | Expression and Characterization of Antigen Binding Fragment (Fab) against Isomiroestrol in E. coli SHuffle® | Wipawee Juengsanguanpornsuk, Tharita Kitisripanya, Gorawit Yusakul, Tarapong Srisongkram, Supaluk Krittanai, Seiichi Sakamoto, Hiroyuki Tanaka, Waraporn Putalun | 23 May 2018 - 25 May 2018 | The 5th Current Drug Development International Conference and The 3rd International Conference on Herbal and Traditional Medicine 2018 |
PSU Conference Hall Songkhla, Thailand |
| No. | ชื่อโครงการ | ผู้ร่วมโครงการ | ระยะเวลา | ปีงบประมาณ | ทุนภายใน/ภายนอก | แหล่งทุน |
|---|---|---|---|---|---|---|
| 1 | การพัฒนาโมเดลการเรียนรู้ของเครื่องสำหรับทำนายการตายของเซลล์สามมิติ | ธราพงษ์ ศรีสงคราม |
2022-12-01 - 2023-12-01
[365 วัน]
|
2566 | มหาวิทยาลัยขอนแก่น | |
| 2 | โครงการปริญญาเอกกาญจนาภิเษก (คปก) สาขาวิทยาศาสตร์และเทคโนโลยี โดยมี นายธราพงษ์ ศรีสงคราม เป็นนักศึกษา | นาถธิดา วีระปรียากูร, ธราพงษ์ ศรีสงคราม |
2017-08-01 - 2022-07-31
[1825 วัน]
|
2560 | โครงการปริญญาเอกกาญจนาภิเษก (คปก.) ของสำนักงานกองทุนสนับสนุนการวิจัย (สกว.) |