Step 1. Open the screen.
Unplug the monitor and press the power button a few times to (mostly) discharge any good capacitors.
Find all of the screws that are visible including VGA/DVI mounting screws and remove them, keeping a good idea of which holes they came from.
Now pry apart the plastic shell carefully. I use an expansion slot cover found on the back of a PC because they are wider than a screwdriver and leave less cosmetic damage (if any at all). Once you have the plastic bevel popped all around the edges, place the screen on your surface area, or lap, face down and lift the plastic off the back. This may not be the exact way for all monitors, but it has been for the last four I repaired.
Step 2. Take note of the orientation of the wires leading from the metal shielding. THese connecto to the high voltage CCFL tubes and may or may not be polarized. Don't screw this up! Take a photo if it helps.

Remove the metal shielding from the power and logic boards. Be very careful of any ribbon cables.
You should find the power board which is suspect.

Step 3. Inspect the power board. If you find swollen capacitors, you probably found the culprit. In our case, there are two swollen capacitors. From my experience, they normally go out in pairs, but I cannot prove that. Can you see the two fatties?


Step 4. Replace the capacitors with a "good" brand. Nichicon is my favorite. Make sure that the Farads are matched exactly and that the voltage is either the same or higher. Higher is better in this case, but normally the caps become larger with a higher voltage tolerance.

Step 5. Put it back together and power it up. ta-da! Although this is not 100% to work for you, it is a common problem and an easy fix. Good luck and good modding.
-Jordan
ps. The monitor in this example was the Westinghouse L1975NW. I replaced two 220uF 25v capacitors with two 220uF 35v capacitors.
I also repaired an Acer x193w+ with new caps and some other Acer I no longer have.
One time I found that a Dell E2K-SE198WFPF(B) by reconnecting the CCFL tube with its wire which was difficult and apparently dangerous. To do so I had to disassemble the screen itself, LCD, polarizing film, and other layers just to get at the tubes...which were well encased in rubber. It was very difficult and I don't think that I would attempt it again.