Publications – Tadesse Lab

DIAGNOSTICS | THERAPEUTICS | WOMEN’S HEALTH | GLOBAL HEALTH | FOOD & WATER | MANUFACTURING | MINING | AGRICULTURE

SpectroGen: A physically informed generative artificial intelligence for accelerated cross-modality spectroscopic materials characterization
Yanmin Zhu
Loza F Tadesse
Matter

Journal Article

Link to published article
Interplay of Electrostatic Interaction and Steric Repulsion between Bacteria and Gold Surface Influences Raman Enhancement
Jia Dong
Jeong Hee Kim
Isaac Pincus
Sujan Manna
Jennifer M Podgorski
Yanmin Zhu
Loza F Tadesse
Preprint

2025

Preprint

PDF
Polymer-coated beads serving as Raman reporter for simultaneous target binding and identification
Loza F Tadesse
Marissa McDonald
Jongwan Lee
Nikiwe Mhlanga
Filed, Appl. No. : 63/501,380, International App: PCT/US2024/028577

2023

Patent

Patent

PDF
Universal Spectral Transfer with Physical Prior-Informed Deep Generative Learning
Yanmin Zhu
Loza F Tadesse
Preprint

2024

Preprint

PDF
From Genotype to Phenotype: Raman Spectroscopy and Machine Learning for Label-Free Single-Cell Analysis
Yirui Zhang
Kai Chang
Babatunde Ogunlade
Liam Herndon
Loza F Tadesse
Amanda R Kirane
Jennifer A Dionne
ACS Nano

2024

Journal Article

Link to published article

PDF
Rapid, antibiotic incubation-free determination of tuberculosis drug resistance using machine learning and Raman spectroscopy
Babatunde Ogunlade
Loza F Tadesse
Hongquan Li
Nhat Vu
Niaz Banaei
Amy K Barczak
Amr AE Saleh
Manu Prakash
Jennifer A Dionne
Proceedings of the National Academy of Sciences 121

2024

Conference

PNAS 121

PDF
MicrobioRaman: an open-access web repository for microbiological Raman spectroscopy data
Kang Soo Lee
Zachary Landry
Awais Athar
Uria Alcolombri
Pratchaya Pramoj Na Ayutthaya
David Berry
Philippe de Bettignies
Ji-Xin Cheng
Gabor Csucs
Li Cui
Volker Deckert
Thomas Dieing
Jennifer Dionne
Ondrej Doskocil
Glen D’Souza
Cristina García-Timermans
Notburga Gierlinger
Keisuke Goda
Roland Hatzenpichler
Richard J Henshaw
Wei E Huang
Ievgeniia Iermak
Natalia P Ivleva
Janina Kneipp
Patrick Kubryk
Kirsten Küsel
Tae Kwon Lee
Sung Sik Lee
Bo Ma
Clara Martínez-Pérez
Pavel Matousek
Rainer U Meckenstock
Wei Min
Peter Mojzeš
Oliver Müller
Naresh Kumar
Per Halkjær Nielsen
Ioan Notingher
Márton Palatinszky
Fátima C Pereira
Giuseppe Pezzotti
Zdenek Pilat
Filip Plesinger
Jürgen Popp
Alexander J Probst
Alessandra Riva
Amr AE Saleh
Ota Samek
Haley M Sapers
Olga T Schubert
Astrid KM Stubbusch
Loza F Tadesse
Gordon T Taylor
Michael Wagner
Jing Wang
Huabing Yin
Yang Yue
Renato Zenobi
Jacopo Zini
Ugis Sarkans
Roman Stocker
Nature Microbiology

2024

Journal Article

Nature Microbiology

Website

PDF
Sharpness-Aware Minimization (SAM) Improves Classification Accuracy of Bacterial Raman Spectral Data Enabling Portable Diagnostics
Kaitlin Zareno
Jarett Dewbury
Siamak Sorooshyari
Hossein Mobahi
Loza F Tadesse
ICLR 5th Workshop on practical ML for limited/low resource settings

2024

Conference

PDF

Code
Label-free, real-time, whole-cell response monitoring with liquid Raman spectroscopy
Loza F Tadesse
Jack Hu
Amr AE Saleh
Stefanie S Jeffrey
Jennifer A Dionne
Filed, Appl. No.: PCT/US2021/048668.2021

2023

Patent

PDF
More than magnetic isolation: Dynabeads as strong Raman reporters toward simultaneous capture and identification of targets
Jongwan Lee
Marissa McDonald
Nikiwe Mhlanga
Jeon Woong Kang
Rohit Karnik
Loza F Tadesse
Journal of Raman Spectroscopy

2023

Journal Article

PDF

Tadesse Lab 2025 - All Rights Reserved | Designed by Glatco Inc.