Emory researcher explains how ‘frugal’ AI could reshape global public health

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Anant Madabhushi, a professor and Executive Director of Emory University's Empathetic AI for Health Institute in Atlanta.

Courtesy of Emory University

 

As the U.S. public health system weighs how to integrate artificial intelligence, an Emory University lab is patenting new ideas for precision medicine that its leader says could bring AI research into practical use — quickly and with nuance.

Professor Anant Madabhushi’s work covers AI options for detecting and treating a dizzying range of diseases, from cancer to HIV to cardiovascular disease, in countries from China to Tanzania to Brazil.

The bioengineer’s upbringing in Mumbai, India, and work with researchers around the world have driven his focus on finding uses for AI to save money, time, and resources in public health and health care.

Madabhushi holds more than 225 issued or pending patents and has headed the Empathetic AI for Health Institute at Emory since 2023. He’s also co-founded several companies focused on AI in health.

The U.S. Department of Health and Human Services announced on Dec. 4 an intention to incorporate AI into public health.

Artificial intelligence could have major public health benefits across the world, including the rural United States, Madabhushi said. But he’s concerned the United States is falling behind in the large-cohort studies needed to fuel AI’s promise.

“The necessity of these technologies, frugal and opportunistic, have implications not just in the Global South, but also in rural America,” he said. “We really owe it to Americans to be able to do whatever we can, particularly in this time of health care costs and some of the challenges with access.”

Healthbeat shares seven takeaways from a recent conversation with Madabhushi.

  • Artificial intelligence will not replace clinicians.

“In reality, the real value lies in augmenting clinical decision-making, reducing variability, and expanding access — especially where clinical expertise is limited,” Madabhushi said. That includes parts of the world with limited resources, whether that’s his native India or rural Georgia.

  • Artificial intelligence has the power to transform lives and health systems, but the breakthroughs aren’t “plug-and-play.”

“In truth, they require careful validation, bias mitigation, regulatory oversight, and thoughtful deployment to ensure they actually help patients rather than introduce new inequities,” Madabhushi said.

He pointed to the example of a cancer center in India that sees about 1 million patients a year.

“Whatever technology you bring into play not only has to be able to deliver accurate insights, it also has to be done in a way that doesn’t add time to the system,” Madabhushi said. “You can’t add more complexity. You can’t add more seconds to the diagnosis, to the clinical workflow.”

With 1 million patients a year, just one second added to the workflow means “suddenly you’re talking about some serious amount of time.”

  • Eyes are diagnostic windows to health.

Using AI, eyes

La Casa Blanca discute ‘opciones’ para adquirir Groenlandia y dice que el uso militar no está descartado

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Por Kit Maher, CNN

La Casa Blanca dijo este martes que está “analizando una variedad de opciones” para adquirir Groenlandia, y señaló que el uso de las Fuerzas Armadas de Estados Unidos no está descartado.

“El presidente Trump ha dejado claro que la adquisición de Groenlandia es una prioridad de seguridad nacional para Estados Unidos y es fundamental para disuadir a nuestros adversarios en la región ártica. El presidente y su equipo están evaluando diversas alternativas para alcanzar este importante objetivo de política exterior y, por supuesto, recurrir a las Fuerzas Armadas estadounidenses siempre es una opción disponible para el comandante en jefe”, dijo la secretaria de prensa de la Casa Blanca, Karoline Leavitt, en un comunicado a CNN.

El presidente Donald Trump ha mostrado en los últimos días un renovado interés en adquirir este territorio danés, lo que provocó una declaración de apoyo a Dinamarca por parte de líderes europeos este mismo martes.

El principal asesor de la Casa Blanca, Stephen Miller, dijo a Jake Tapper de CNN el lunes que nadie enfrentaría militarmente a Estados Unidos “por el futuro de Groenlandia”.

Noticia en desarrollo…

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Suspect in Brown University mass shooting confessed in a series of videos, officials say

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By Danya Gainor, CNN

(CNN) — The suspect in last month’s mass shooting at Brown University and subsequent killing of an MIT professor admitted to the attacks in a series of short videos authorities recovered from an electronic device, the Department of Justice said Tuesday.

This is a developing story and will be updated.

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Julian Bond Fast Facts

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(CNN) — Here is a look at the life of civil rights activist Julian Bond.

Personal

Birth date: January 14, 1940

Death date: August 15, 2015

Birth place: Nashville, Tennessee

Birth name: Horace Julian Bond

Father: Horace Mann Bond, educator

Mother: Julia (Washington) Bond, librarian

Marriages: Pamela Sue Horowitz (March 17, 1990-August 15, 2015, his death); Alice Clopton (July 28, 1961-November 10, 1989, divorced)

Children: with Deborah Kaye Moore: Mia; with Alice Clopton: Julia Louise, Jeffrey Alvin, Michael Julian, Horace Mann II, Phyllis Jane

Education: Morehouse College, B.A., 1971

Other Facts

Was the first African American to have his name placed in nomination for vice president of the United States. He could not accept the nomination because he was only 28 years old, which is under the age of eligibility according to the Constitution.

His father, Horace Mann Bond, became the first African American president of Lincoln University in Pennsylvania.

Timeline

March 1960 – Is arrested during a student protest of the segregated Atlanta City Hall cafeteria.

1960 Is a founding member of the Student Nonviolent Coordinating Committee (SNCC).

1961-1966 Serves as the communications director of the SNCC.

1961 – Leaves college and begins working for the Atlanta Inquirer newspaper.

1965 Is elected to the Georgia House of Representatives. He is not seated because House members oppose his outspoken views against the Vietnam War.

1966 The US Supreme Court rules that the Georgia House of Representatives must seat Bond.

1967-1974 Serves in the Georgia House of Representatives.

1968 – Is part of a challenge delegation from Georgia that successfully unseats Georgia’s regular Democrats at the Democratic National Convention in Chicago.

1968 Is nominated as vice president of the United States. He withdraws his name because the Constitution’s age requirement is 35 and Bond, at 28, is too young.

1971-1979 President of the Southern Poverty Law Center.

1974-1989 – President of the NAACP Atlanta chapter.

1975-1986 Member of the Georgia Senate.

April 9, 1977 Hosts “Saturday Night Live.”

1980-1997 Hosts the show “America’s Black Forum.”

April 2, 1985 Is arrested outside the South African Embassy while protesting against apartheid.

1986 – Loses the election for US House of Representatives to John Lewis.

March 1987 – Bond’s estranged wife, Alice Clopton Bond, makes public accusations that Bond and other Atl

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