Large language models versus classical machine learning performance in COVID-19 mortality prediction using high-dimensional tabular data

M Mohammadreza Ghaffarzadeh-Esfahani M Mahdi Ghaffarzadeh-Esfahani A Aryan Salahi-Niri H Hossein Toreyhi Z Zahra Atf A Amirali Mohsenzadeh-Kermani M Mahshad Sarikhani Z Zohreh Tajabadi F Fatemeh Shojaeian M Mohammad Hassan Bagheri A Aydin Feyzi M Mohamadamin Tarighat-Payma N Narges Gazmeh F Fateme Heydari H Hossein Afshar A Amirreza Allahgholipour F Farid Alimardani A Ameneh Salehi N Naghmeh Asadimanesh M Mohammad Amin Khalafi H Hadis Shabanipour A Ali Moradi S Sajjad Hossein Zadeh O Omid Yazdani R Romina Esbati M Moozhan Maleki D Danial Samiei Nasr A Amirali Soheili H Hossein Majlesi S Saba Shahsavan A Alireza Soheilipour N Nooshin Goudarzi E Erfan Taherifard H Hamidreza Hatamabadi J Jamil S. Samaan T Thomas Savage A Ankit Sakhuja A Ali Soroush G Girish Nadkarni I Ilad Alavi Darazam M Mohamad Amin Pourhoseingholi S Seyed Amir Ahmad Safavi-Naini

Article Details

Volume / Issue Vol. 15, Issue 1
Published November 28, 2025
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (42)

M

Mohammadreza Ghaffarzadeh-Esfahani

M

Mahdi Ghaffarzadeh-Esfahani

A

Aryan Salahi-Niri

H

Hossein Toreyhi

Z

Zahra Atf

A

Amirali Mohsenzadeh-Kermani

M

Mahshad Sarikhani

Z

Zohreh Tajabadi

F

Fatemeh Shojaeian

M

Mohammad Hassan Bagheri

A

Aydin Feyzi

M

Mohamadamin Tarighat-Payma

N

Narges Gazmeh

F

Fateme Heydari

H

Hossein Afshar

A

Amirreza Allahgholipour

F

Farid Alimardani

A

Ameneh Salehi

N

Naghmeh Asadimanesh

M

Mohammad Amin Khalafi

H

Hadis Shabanipour

A

Ali Moradi

S

Sajjad Hossein Zadeh

O

Omid Yazdani

R

Romina Esbati

M

Moozhan Maleki

D

Danial Samiei Nasr

A

Amirali Soheili

H

Hossein Majlesi

S

Saba Shahsavan

A

Alireza Soheilipour

N

Nooshin Goudarzi

E

Erfan Taherifard

H

Hamidreza Hatamabadi

J

Jamil S. Samaan

T

Thomas Savage

A

Ankit Sakhuja

A

Ali Soroush

G

Girish Nadkarni

I

Ilad Alavi Darazam

M

Mohamad Amin Pourhoseingholi

S

Seyed Amir Ahmad Safavi-Naini